Index (TnsAI Quality 0.18.7 API)

A B C D E F G H I J K L M N O P Q R S T U V W X
All Classes and Interfaces|All Packages|Constant Field Values|Serialized Form

A

ACCEPT - Enum constant in enum class com.tnsai.quality.ratelimit.Decision
action(ModerationResult.Action) - Method in class com.tnsai.quality.security.moderation.ModerationResult.Builder: Sets the action.
ACTION_COMPLETE - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
ACTION_DURATION - Static variable in class com.tnsai.quality.observability.Metrics: Histogram: Action duration in ms
ACTION_ERROR - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
ACTION_START - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
actionComplete(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs action completion.
actionError(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs action error.
actionError(String, Throwable) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs action error with exception.
Actions - Search tag in class com.tnsai.quality.security.moderation.ModerationResult: Section
ACTIONS_FAILED - Static variable in class com.tnsai.quality.observability.Metrics: Counter: Failed actions
ACTIONS_SUCCESS - Static variable in class com.tnsai.quality.observability.Metrics: Counter: Successful actions
ACTIONS_TOTAL - Static variable in class com.tnsai.quality.observability.Metrics: Counter: Total actions executed
actionStart(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs action start.
ACTIVE_AGENTS - Static variable in class com.tnsai.quality.observability.Metrics: Gauge: Active agents
activePatternCount() - Method in class com.tnsai.quality.security.SecretFilter: Returns the number of active patterns.
AdaptiveSamplingPolicy - Class in com.tnsai.quality.sampling: Backpressure-aware EventSamplingPolicy (issue #82).
AdaptiveSamplingPolicy(EventSamplingPolicy, AdaptiveSamplingPolicy.BackpressureSignal) - Constructor for class com.tnsai.quality.sampling.AdaptiveSamplingPolicy: Defaults: low=0.5, high=0.9, criticalLevel=ERROR.
AdaptiveSamplingPolicy(EventSamplingPolicy, AdaptiveSamplingPolicy.BackpressureSignal, double, double, EventLevel) - Constructor for class com.tnsai.quality.sampling.AdaptiveSamplingPolicy
AdaptiveSamplingPolicy.BackpressureSignal - Interface in com.tnsai.quality.sampling: Externally-supplied utilisation signal.
addAgent(Agent) - Method in class com.tnsai.quality.validation.parallel.ParallelValidationExecutor.Builder: Adds an agent to the validation pool.
addCategory(ModerationResult.Category, double) - Method in class com.tnsai.quality.security.moderation.ModerationResult.Builder: Adds a category score.
addConsensusPoint(String) - Method in class com.tnsai.quality.validation.parallel.ValidationResult.Builder
addDetection(InjectionDetectionResult.InjectionType, String, double) - Method in class com.tnsai.quality.security.llm.InjectionDetectionResult.Builder: Adds a detection.
addDivergence(ValidationResult.Divergence) - Method in class com.tnsai.quality.validation.parallel.ValidationResult.Builder
addError(String) - Method in class com.tnsai.quality.security.validation.ValidationResult.Builder: Adds a general error.
addEvent(String) - Method in class com.tnsai.quality.observability.OpenTelemetryTracer.SpanScope: Adds an event to the span.
addEvent(String, Map<String, ?>) - Method in class com.tnsai.quality.observability.OpenTelemetryTracer.SpanScope: Adds an event with attributes to the span.
addFieldError(String, String) - Method in class com.tnsai.quality.security.validation.ValidationResult.Builder: Adds a field-specific error.
addFlaggedContent(String) - Method in class com.tnsai.quality.security.moderation.ModerationResult.Builder: Adds flagged content.
addHook(EvalHook) - Method in class com.tnsai.eval.hooks.EvalHookManager: Adds a hook to the manager.
additionalPatternsResource(String) - Method in class com.tnsai.quality.security.DestructiveCommandDetector.Builder: Add an extra patterns resource (classpath path) to load.
addLLM(LLMClient) - Method in class com.tnsai.quality.validation.parallel.ParallelValidationExecutor.Builder: Adds an LLM client to the validation pool.
addMessage(String, String) - Method in class com.tnsai.quality.redaction.RedactingMemoryStore
addMessage(Map<String, Object>) - Method in class com.tnsai.quality.redaction.RedactingMemoryStore
addObservation(Observation) - Method in class com.tnsai.quality.tracing.AgentTrace: Adds an observation to this trace.
addPattern(InjectionDetectionResult.InjectionType, String, double) - Method in class com.tnsai.quality.security.llm.PromptInjectionDetector.Builder: Adds a custom detection pattern.
addPattern(ModerationResult.Category, String, double) - Method in class com.tnsai.quality.security.moderation.PatternBasedModerator.Builder: Adds a custom pattern.
addPattern(SecretPattern) - Method in class com.tnsai.quality.security.SecretFilter.Builder: Adds a custom secret pattern.
addPattern(String, String, String) - Method in class com.tnsai.quality.security.SecretFilter.Builder: Adds a custom pattern by name, regex, and secret type.
addPattern(String, Pattern) - Method in class com.tnsai.quality.security.validation.ValidationService.Builder: Adds a custom validation pattern.
addResponse(AgentResponse) - Method in class com.tnsai.quality.validation.parallel.ValidationResult.Builder
addRule(ConditionalRule) - Method in class com.tnsai.invariants.rules.RuleEngine: Adds a pre-parsed rule.
addRule(String) - Method in class com.tnsai.invariants.rules.RuleEngine: Adds a rule from a string.
addRules(String[]) - Method in class com.tnsai.invariants.rules.RuleEngine: Adds multiple rules from an array.
addScore(Score) - Method in class com.tnsai.quality.tracing.AgentTrace: Adds a score to this trace.
admittedCount() - Method in class com.tnsai.quality.observability.LabelCardinalityGuard: Count of distinct admitted (non-allowlisted, non-bucket) values currently tracked.
agent(ReviewAgentSpi) - Method in class com.tnsai.quality.security.harness.CodeReviewPipeline.Builder: Register an agent.
agent(String, String) - Static method in record class com.tnsai.quality.cost.CostScope: Convenience: tenant + agent scope.
agent(String, String) - Method in class com.tnsai.quality.observability.LlmInstrumentation.LlmSpanBuilder
AGENT_IDLE - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
AGENT_START - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
AGENT_STOP - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
agentBackend() - Method in record class com.tnsai.quality.security.harness.ReviewFinding: Returns the value of the agentBackend record component.
agentExecutionTimes(Map<String, Duration>) - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics.Builder
AgentHealthIndicator - Class in com.tnsai.quality.observability.health: Health indicator for TnsAI agents.
AgentHealthIndicator(Agent) - Constructor for class com.tnsai.quality.observability.health.AgentHealthIndicator: Creates an agent health indicator with default settings.
AgentHealthIndicator(Agent, String) - Constructor for class com.tnsai.quality.observability.health.AgentHealthIndicator: Creates an agent health indicator with a custom name.
AgentHealthIndicator(Agent, String, double) - Constructor for class com.tnsai.quality.observability.health.AgentHealthIndicator: Creates an agent health indicator with custom settings.
agentId() - Method in record class com.tnsai.quality.cost.CostBudget: Returns the value of the agentId record component.
agentId() - Method in record class com.tnsai.quality.cost.CostScope: Returns the value of the agentId record component.
agentId() - Method in record class com.tnsai.quality.security.harness.AgentRun: Returns the value of the agentId record component.
agentId() - Method in record class com.tnsai.quality.slo.EventScope: Returns the value of the agentId record component.
agentId() - Method in record class com.tnsai.quality.slo.SLOScope.ForAgent: Returns the value of the agentId record component.
agentId() - Method in class com.tnsai.quality.tracing.AgentTrace
agentId(String) - Method in class com.tnsai.quality.validation.parallel.AgentResponse.Builder
agentIdle(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs agent idle state.
AgentInstrumentation - Class in com.tnsai.quality.observability: OpenTelemetry instrumentation for TnsAI agents.
AgentInstrumentation(OpenTelemetryTracer, OpenTelemetryMetrics) - Constructor for class com.tnsai.quality.observability.AgentInstrumentation: Creates a new AgentInstrumentation with custom tracer and metrics.
AgentInstrumentation(TnsAITelemetry) - Constructor for class com.tnsai.quality.observability.AgentInstrumentation: Creates a new AgentInstrumentation with the given TnsAITelemetry.
AgentLogger - Class in com.tnsai.quality.observability: Structured logger for agent operations with automatic trace context propagation.
AgentLogger.LogEntry - Class in com.tnsai.quality.observability: Fluent builder for structured log entries.
Agent Middleware Integration - Search tag in interface com.tnsai.quality.security.moderation.ContentModerator: Section
agentPositions() - Method in record class com.tnsai.quality.validation.parallel.ValidationResult.Divergence: Returns the value of the agentPositions record component.
AgentResponse - Class in com.tnsai.quality.validation.parallel: Response from a single agent in parallel validation.
AgentResponse.Builder - Class in com.tnsai.quality.validation.parallel
AgentRun - Record Class in com.tnsai.quality.security.harness: History entry for one ReviewAgentSpi invocation against a single FileRecord (TNS-291).
AgentRun(String, String, Instant, Instant, int, String, Optional<String>) - Constructor for record class com.tnsai.quality.security.harness.AgentRun: Creates an instance of a AgentRun record class.
agents() - Method in record class com.tnsai.quality.security.harness.PipelineContext: Returns the value of the agents record component.
agents(List<Agent>) - Method in class com.tnsai.quality.validation.parallel.ParallelValidationExecutor.Builder: Adds multiple agents to the validation pool.
AGENTS_MD - Enum constant in enum class com.tnsai.quality.security.llm.ContextFileSource: AGENTS.md / .agents.md — generic agent-instruction file.
agentStart(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs agent start.
agentStop(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs agent stop.
AgentTrace - Class in com.tnsai.quality.tracing: Top-level trace for an agent interaction.
AgentTrace.Builder - Class in com.tnsai.quality.tracing
agentVersion() - Method in record class com.tnsai.quality.security.harness.AgentRun: Returns the value of the agentVersion record component.
aggregationStrategy(AggregationStrategy) - Method in class com.tnsai.quality.validation.parallel.ParallelValidationExecutor.Builder: Sets the aggregation strategy.
AggregationStrategy - Enum Class in com.tnsai.quality.validation.parallel: Strategy for aggregating results from multiple LLM agents.
agreementRatio(double) - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics.Builder
ALGORITHM - Static variable in class com.tnsai.quality.security.EncryptionConfig
all() - Static method in class com.tnsai.quality.security.harness.BuiltInMatchers: Convenience — every shipped matcher in a stable order.
all() - Method in class com.tnsai.quality.slo.SLORegistry: Snapshot of every registered SLO.
allow(String...) - Method in class com.tnsai.quality.observability.LabelCardinalityGuard.Builder
allow(String...) - Method in class com.tnsai.quality.security.ToolFilter.Builder: Adds allow patterns.
allow(List<String>) - Static method in interface com.tnsai.quality.sandbox.NetPolicy: Allow access only to the listed hosts ("github.com", "api.openai.com:443", …).
ALLOW - Enum constant in enum class com.tnsai.quality.security.moderation.ModerationResult.Action: Allow the content
allowAll() - Static method in class com.tnsai.quality.security.ToolFilter: Creates an open filter that allows everything.
allowed() - Static method in class com.tnsai.quality.security.moderation.ModerationResult: Returns an allowed result.
allowedFields(Set<String>) - Method in class com.tnsai.quality.security.validation.ValidationService.Builder: Sets the allowed fields.
AllowList(List<String>) - Constructor for record class com.tnsai.quality.sandbox.NetPolicy.AllowList: Creates an instance of a AllowList record class.
allowsExecution() - Method in enum class com.tnsai.quality.security.PermissionLevel: Returns true if this level allows execution (ALWAYS or ASK).
allPostResponsePass(String, String) - Method in class com.tnsai.quality.tracing.guardrail.GuardrailRegistry: Returns true if all post-response guardrails pass for the given input/output.
allPreResponsePass(String) - Method in class com.tnsai.quality.tracing.guardrail.GuardrailRegistry: Returns true if all pre-response guardrails pass for the given input.
ALWAYS - Enum constant in enum class com.tnsai.quality.security.PermissionLevel: Auto-execute without confirmation.
AlwaysCapturePolicy - Class in com.tnsai.quality.sampling: Captures every event at full fidelity (issue #82).
AlwaysCapturePolicy() - Constructor for class com.tnsai.quality.sampling.AlwaysCapturePolicy
And(InvariantExpression, InvariantExpression) - Constructor for record class com.tnsai.invariants.InvariantExpression.And: Creates an instance of a And record class.
ANTHROPIC_API_KEY - Static variable in class com.tnsai.quality.redaction.RedactionPatterns
appendRun(PipelineStateStore.RunMetadata) - Method in class com.tnsai.quality.security.harness.FileSystemPipelineStateStore
appendRun(PipelineStateStore.RunMetadata) - Method in interface com.tnsai.quality.security.harness.PipelineStateStore: Append a stage-execution entry to the run log.
apply(PreAction) - Method in class com.tnsai.quality.cost.CostBudgetEnforcer
args() - Method in record class com.tnsai.invariants.InvariantExpression.MethodCall: Returns the value of the args record component.
argv() - Method in record class com.tnsai.quality.sandbox.Command: Returns the value of the argv record component.
argv() - Method in record class com.tnsai.quality.sandbox.SandboxExecutionEvent: Returns the value of the argv record component.
ASK - Enum constant in enum class com.tnsai.quality.security.PermissionLevel: Requires user confirmation before execution.
at() - Method in record class com.tnsai.quality.slo.InMemorySLOEvaluator.Attempt: Returns the value of the at record component.
AT_RISK - Enum constant in enum class com.tnsai.quality.slo.SLOStatus: Compliance still above target but the long-window burn rate is elevated — operators should look but no immediate action required.
atDebug() - Static method in class com.tnsai.quality.redaction.LoggingRedactionAuditListener: Convenience: log at DEBUG floor for noisy environments.
atInfo() - Static method in class com.tnsai.quality.redaction.LoggingRedactionAuditListener: Convenience: log at INFO floor (CRITICAL still escalates to WARN).
atLeast(Severity) - Method in enum class com.tnsai.quality.security.harness.Severity: true if this is at least as severe as other.
Attempt(EventScope, boolean, long, Instant) - Constructor for record class com.tnsai.quality.slo.InMemorySLOEvaluator.Attempt: Creates an instance of a Attempt record class.
audit(ActionMetadata, Role, String, Map<String, Object>, Object, long) - Method in class com.tnsai.quality.security.SecurityEnforcer: Logs audit information based on audit level.
audit(ActionMetadata, Object, String, Map<String, Object>, Object, long) - Method in class com.tnsai.quality.security.SecurityEnforcer: Logs audit information for an action whose target is not a Role, as SecurityEnforcer.audit(ActionMetadata, Role, String, Map, Object, long) does; its @Security features are read as on a Role.
AuditingRedactor - Class in com.tnsai.quality.redaction: Redactor decorator that emits a RedactionAuditEvent to a RedactionAuditListener every time the wrapped redactor matches at least one pattern (issue #80).
AuditingRedactor(Redactor, RedactionAuditListener) - Constructor for class com.tnsai.quality.redaction.AuditingRedactor
AVAILABILITY - Enum constant in enum class com.tnsai.quality.slo.SLOType: Successful-attempt fraction over total attempts.
available() - Method in class com.tnsai.quality.sandbox.ContainerSandboxFactory
available() - Method in class com.tnsai.quality.sandbox.ProcessSandboxFactory: Always available — the JVM is the runtime.
available() - Method in interface com.tnsai.quality.sandbox.SandboxFactory: true if this factory's runtime is reachable on the current host (e.g.
available() - Method in class com.tnsai.quality.sandbox.WasmSandboxFactory: V1 stub returns false unconditionally; once a runtime adapter ships, this becomes a probe (e.g.
Available Themes - Search tag in class com.tnsai.quality.observability.theme.LogThemes: Section
Available Themes - Search tag in package com.tnsai.quality.observability.theme: Section
averageConfidence(double) - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics.Builder
averageExecutionTime(Duration) - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics.Builder
AWS_ACCESS_KEY - Static variable in class com.tnsai.quality.redaction.RedactionPatterns

B

backend() - Method in record class com.tnsai.quality.sandbox.SandboxExecutionEvent: Returns the value of the backend record component.
batchDelayMillis(int) - Method in class com.tnsai.quality.observability.TnsAITelemetry.Builder: Sets the batch delay in milliseconds for span export.
BEARER_TOKEN - Static variable in class com.tnsai.quality.redaction.RedactionPatterns
BELIEF_UPDATE - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
beliefUpdate(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs belief update.
BEST_OF - Enum constant in enum class com.tnsai.quality.validation.parallel.AggregationStrategy: Best-of-N - select the response with highest confidence score.
bestAgent(AgentResponse) - Method in class com.tnsai.quality.validation.parallel.ValidationResult.Builder
bestSolution(String) - Method in class com.tnsai.quality.validation.parallel.ValidationResult.Builder
block(String, Map<ModerationResult.Category, Double>, List<String>) - Static method in class com.tnsai.quality.security.moderation.ModerationResult: Returns a blocked result.
BLOCK - Enum constant in enum class com.tnsai.quality.security.moderation.ModerationResult.Action: Block the content
blockDangerousPatterns(boolean) - Method in class com.tnsai.quality.security.validation.ValidationService.Builder: Enables or disables dangerous pattern detection.
blockThreshold(double) - Method in class com.tnsai.quality.security.moderation.PatternBasedModerator.Builder: Sets the block threshold.
bool(String, boolean, ScoreSource) - Static method in record class com.tnsai.quality.tracing.Score: Creates a boolean score (pass=1.0, fail=0.0).
BOOLEAN - Enum constant in enum class com.tnsai.quality.tracing.ScoreType
borrow() - Method in class com.tnsai.quality.sandbox.SandboxPool: Borrow a sandbox.
budget() - Method in record class com.tnsai.quality.cost.BudgetState: Returns the value of the budget record component.
BudgetExceededException - Exception Class in com.tnsai.quality.cost: Thrown by CostBudgetEnforcer when an LLM call would exceed a configured CostBudget under BudgetPolicy.HARD_STOP (issue #82).
BudgetExceededException(String, String, BigDecimal, BigDecimal, BigDecimal) - Constructor for exception class com.tnsai.quality.cost.BudgetExceededException
BudgetPolicy - Enum Class in com.tnsai.quality.cost: What the framework should do when a CostBudget is exhausted (issue #82).
BudgetState - Record Class in com.tnsai.quality.cost: Snapshot of a CostBudget's consumption (issue #82).
BudgetState(CostBudget, BigDecimal, BigDecimal, double, BudgetState.Status, Instant) - Constructor for record class com.tnsai.quality.cost.BudgetState: Creates an instance of a BudgetState record class.
BudgetState.Status - Enum Class in com.tnsai.quality.cost: Coarse health bucket.
build() - Method in class com.tnsai.quality.observability.health.LLMHealthIndicator.Builder
build() - Method in class com.tnsai.quality.observability.LabelCardinalityGuard.Builder
build() - Method in class com.tnsai.quality.observability.otlp.OtlpLLMCallExporter.Builder
build() - Method in class com.tnsai.quality.observability.PrometheusMetricsExporter.Builder: Builds the exporter.
build() - Method in class com.tnsai.quality.observability.TnsAITelemetry.Builder: Builds the TnsAITelemetry instance.
build() - Method in class com.tnsai.quality.redaction.TenantPolicyRedactor.Builder
build() - Method in class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Builder
build() - Method in class com.tnsai.quality.sampling.TenantPolicySamplingPolicy.Builder
build() - Method in class com.tnsai.quality.sandbox.SandboxSpec.Builder
build() - Method in class com.tnsai.quality.security.DestructiveCommandDetector.Builder
build() - Method in class com.tnsai.quality.security.EncryptionConfig.Builder: Builds the EncryptionConfig.
build() - Method in class com.tnsai.quality.security.harness.CodeReviewPipeline.Builder
build() - Method in class com.tnsai.quality.security.llm.InjectionDetectionResult.Builder: Builds the result.
build() - Method in class com.tnsai.quality.security.llm.PromptInjectionDetector.Builder: Builds the detector.
build() - Method in class com.tnsai.quality.security.moderation.ModerationResult.Builder: Builds the result.
build() - Method in class com.tnsai.quality.security.moderation.PatternBasedModerator.Builder: Builds the moderator.
build() - Method in class com.tnsai.quality.security.SecretFilter.Builder: Builds the SecretFilter.
build() - Method in class com.tnsai.quality.security.ToolFilter.Builder: Builds the ToolFilter.
build() - Method in class com.tnsai.quality.security.validation.ValidationResult.Builder: Builds the validation result.
build() - Method in class com.tnsai.quality.security.validation.ValidationService.Builder: Builds the ValidationService.
build() - Method in class com.tnsai.quality.tracing.AgentTrace.Builder
build() - Method in class com.tnsai.quality.tracing.Observation.Builder
build() - Method in class com.tnsai.quality.validation.parallel.AgentResponse.Builder
build() - Method in class com.tnsai.quality.validation.parallel.ParallelValidationExecutor.Builder
build() - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics.Builder
build() - Method in class com.tnsai.quality.validation.parallel.ValidationResult.Builder
builder() - Static method in class com.tnsai.quality.observability.health.LLMHealthIndicator
builder() - Static method in class com.tnsai.quality.observability.otlp.OtlpLLMCallExporter
builder() - Static method in class com.tnsai.quality.observability.PrometheusMetricsExporter: Creates a new builder.
builder() - Static method in class com.tnsai.quality.observability.TnsAITelemetry: Creates a new Builder for TnsAITelemetry.
builder() - Static method in class com.tnsai.quality.redaction.TenantPolicyRedactor
builder() - Static method in class com.tnsai.quality.sampling.RuleBasedSamplingPolicy
builder() - Static method in class com.tnsai.quality.sampling.TenantPolicySamplingPolicy
builder() - Static method in record class com.tnsai.quality.sandbox.SandboxSpec
builder() - Static method in class com.tnsai.quality.security.DestructiveCommandDetector
builder() - Static method in class com.tnsai.quality.security.EncryptionConfig: Creates a builder for custom EncryptionConfig.
builder() - Static method in class com.tnsai.quality.security.harness.CodeReviewPipeline
builder() - Static method in class com.tnsai.quality.security.llm.InjectionDetectionResult: Creates a result builder.
builder() - Static method in class com.tnsai.quality.security.llm.PromptInjectionDetector: Creates a detector builder.
builder() - Static method in class com.tnsai.quality.security.moderation.ModerationResult: Creates a builder for complex results.
builder() - Static method in class com.tnsai.quality.security.moderation.PatternBasedModerator: Creates a moderator builder.
builder() - Static method in class com.tnsai.quality.security.SecretFilter: Creates a builder for configuring a SecretFilter.
builder() - Static method in class com.tnsai.quality.security.ToolFilter: Creates a builder for ToolFilter.
builder() - Static method in class com.tnsai.quality.security.validation.ValidationResult: Creates a builder for constructing validation results.
builder() - Static method in class com.tnsai.quality.security.validation.ValidationService: Creates a builder for ValidationService.
builder() - Static method in class com.tnsai.quality.validation.parallel.AgentResponse
builder() - Static method in class com.tnsai.quality.validation.parallel.ParallelValidationExecutor
builder() - Static method in class com.tnsai.quality.validation.parallel.ValidationMetrics
builder() - Static method in class com.tnsai.quality.validation.parallel.ValidationResult
builder(String) - Static method in class com.tnsai.quality.observability.LabelCardinalityGuard: Starts a new builder for a label named name.
builder(String) - Static method in class com.tnsai.quality.tracing.AgentTrace
builder(String, ObservationType) - Static method in class com.tnsai.quality.tracing.Observation
Builder() - Constructor for class com.tnsai.quality.observability.health.LLMHealthIndicator.Builder
Builder() - Constructor for class com.tnsai.quality.observability.PrometheusMetricsExporter.Builder
Builder() - Constructor for class com.tnsai.quality.security.llm.InjectionDetectionResult.Builder
Builder() - Constructor for class com.tnsai.quality.security.llm.PromptInjectionDetector.Builder
Builder() - Constructor for class com.tnsai.quality.security.moderation.ModerationResult.Builder
Builder() - Constructor for class com.tnsai.quality.security.moderation.PatternBasedModerator.Builder
Builder() - Constructor for class com.tnsai.quality.security.SecretFilter.Builder
Builder() - Constructor for class com.tnsai.quality.security.ToolFilter.Builder
Builder() - Constructor for class com.tnsai.quality.security.validation.ValidationResult.Builder
Builder() - Constructor for class com.tnsai.quality.security.validation.ValidationService.Builder
Builder() - Constructor for class com.tnsai.quality.validation.parallel.AgentResponse.Builder
Builder() - Constructor for class com.tnsai.quality.validation.parallel.ParallelValidationExecutor.Builder
Builder() - Constructor for class com.tnsai.quality.validation.parallel.ValidationMetrics.Builder
Builder() - Constructor for class com.tnsai.quality.validation.parallel.ValidationResult.Builder
Built-in Health Indicators - Search tag in package com.tnsai.quality.observability.health: Section
BuiltInMatchers - Class in com.tnsai.quality.security.harness: Factory for the framework's built-in CWE matchers (TNS-291).
burn() - Method in record class com.tnsai.quality.slo.SLOState: Returns the value of the burn record component.
BURNING - Enum constant in enum class com.tnsai.quality.slo.SLOStatus: Both short- and long-window burn rates over threshold — the budget is being consumed faster than the window allows.
burnRate() - Method in record class com.tnsai.quality.slo.SLODefinition: Returns the value of the burnRate record component.
BurnRateConfig - Record Class in com.tnsai.quality.slo: Multi-window burn-rate alerting thresholds (issue #92), per the SRE workbook recipe — a single burn-rate signal is too noisy on its own, so the framework requires a fast-window AND a slow-window signal to fire before treating an SLO as actively burning.
BurnRateConfig(double, Duration, double, Duration) - Constructor for record class com.tnsai.quality.slo.BurnRateConfig: Creates an instance of a BurnRateConfig record class.
BurnRateMetric - Record Class in com.tnsai.quality.slo: Burn-rate sample for one SLOState (issue #92): how fast is the error budget being consumed in the short and long windows?
BurnRateMetric(double, double) - Constructor for record class com.tnsai.quality.slo.BurnRateMetric: Creates an instance of a BurnRateMetric record class.
byId(String) - Static method in interface com.tnsai.quality.sandbox.SandboxFactory: Find a factory by its SandboxFactory.id() (case-insensitive).

C

candidateMatchers() - Method in record class com.tnsai.quality.security.harness.FileRecord: Returns the value of the candidateMatchers record component.
Cannot provide (deferred) - Search tag in class com.tnsai.quality.sandbox.ContainerSandbox: Section
Cannot provide (use a stronger backend) - Search tag in class com.tnsai.quality.sandbox.ProcessSandbox: Section
capabilityId() - Method in record class com.tnsai.quality.cost.CostBudget: Returns the value of the capabilityId record component.
capabilityId() - Method in record class com.tnsai.quality.cost.CostScope: Returns the value of the capabilityId record component.
capabilityInterface() - Method in record class com.tnsai.quality.slo.EventScope: Returns the value of the capabilityInterface record component.
capabilityInterface() - Method in record class com.tnsai.quality.slo.SLOScope.ForCapability: Returns the value of the capabilityInterface record component.
capture(String) - Method in class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Builder
capture(String, EventLevel, String) - Method in class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Builder
Capture() - Constructor for record class com.tnsai.quality.sampling.SamplingDecision.Capture: Creates an instance of a Capture record class.
CAPTURE - Enum constant in enum class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Outcome
CaptureDownsampled(double) - Constructor for record class com.tnsai.quality.sampling.SamplingDecision.CaptureDownsampled: Creates an instance of a CaptureDownsampled record class.
categorical(String, String, ScoreSource) - Static method in record class com.tnsai.quality.tracing.Score: Creates a categorical score with a label.
CATEGORICAL - Enum constant in enum class com.tnsai.quality.tracing.ScoreType
check() - Method in class com.tnsai.quality.observability.health.AgentHealthIndicator
check() - Method in interface com.tnsai.quality.observability.health.HealthIndicator: Performs the health check and returns the result.
check() - Method in class com.tnsai.quality.observability.health.LLMHealthIndicator
check() - Method in class com.tnsai.quality.observability.health.ResourceHealthIndicator
check(EventContext) - Method in interface com.tnsai.quality.ratelimit.EventRateLimiter: Decide whether the tenant can emit another event right now.
check(EventContext) - Method in class com.tnsai.quality.ratelimit.Resilience4jEventRateLimiter
check(Object, String) - Static method in class com.tnsai.invariants.InvariantChecker: Checks invariants for a method on the given target.
check(String) - Method in class com.tnsai.quality.observability.health.HealthRegistry: Checks the health of a specific indicator.
checkAfter(Object, String) - Static method in class com.tnsai.invariants.InvariantChecker: Checks invariants after action execution.
checkAfterAction(Method) - Method in class com.tnsai.invariants.InvariantChecker: Checks all conditions after action execution.
checkAll() - Method in class com.tnsai.quality.observability.health.HealthRegistry: Checks all registered health indicators.
checkAll(Duration) - Method in class com.tnsai.quality.observability.health.HealthRegistry: Checks all registered health indicators with a timeout.
checkAllAsync() - Method in class com.tnsai.quality.observability.health.HealthRegistry: Checks all health indicators asynchronously.
checkAsync() - Method in interface com.tnsai.quality.observability.health.HealthIndicator: Performs the health check asynchronously.
checkBeforeAction(Method) - Method in class com.tnsai.invariants.InvariantChecker: Checks all conditions before action execution.
checkInput(String) - Method in interface com.tnsai.quality.security.moderation.ContentModerator: Checks user input for policy violations.
checkInput(String) - Method in class com.tnsai.quality.security.moderation.PatternBasedModerator
checkMatching(String) - Method in class com.tnsai.quality.observability.health.HealthRegistry: Checks health of indicators matching a pattern.
checkOutput(String) - Method in interface com.tnsai.quality.security.moderation.ContentModerator: Checks model output for policy violations.
checkOutput(String) - Method in class com.tnsai.quality.security.moderation.PatternBasedModerator
checkPII(boolean) - Method in class com.tnsai.quality.security.moderation.PatternBasedModerator.Builder: Enables or disables PII checking.
checkPostcondition(Method) - Method in class com.tnsai.invariants.InvariantChecker: Checks the postcondition of an action.
checkPrecondition(Method) - Method in class com.tnsai.invariants.InvariantChecker: Checks the precondition of an action.
checkStateInvariants() - Method in class com.tnsai.invariants.InvariantChecker: Checks all @State field invariants.
checkToolResult(String, String) - Method in interface com.tnsai.quality.security.moderation.ContentModerator: Checks tool execution results for policy violations.
checkToolResult(String, String) - Method in class com.tnsai.quality.security.moderation.PatternBasedModerator
checkWithTimeout(Duration) - Method in interface com.tnsai.quality.observability.health.HealthIndicator: Performs the health check with a timeout.
childrenOf(String) - Method in class com.tnsai.quality.tracing.AgentTrace: Returns child observations of a given parent.
Choosing a backend - Search tag in interface com.tnsai.quality.sandbox.SandboxFactory: Section
CLAUDE_MD - Enum constant in enum class com.tnsai.quality.security.llm.ContextFileSource: CLAUDE.md — Anthropic Claude Code project-context convention.
claudeOpus(LLMClient) - Static method in class com.tnsai.quality.security.harness.ReviewAgent: Convenience factory — id "claude-opus", version derived from LLMClient.getModel().
clear() - Method in interface com.tnsai.quality.cost.CostBudgetStore: Drop every recorded spend entry — reset the store.
clear() - Method in class com.tnsai.quality.cost.InMemoryCostBudgetStore
clear() - Method in class com.tnsai.quality.observability.health.HealthRegistry: Clears all registered health indicators.
clear() - Method in class com.tnsai.quality.redaction.RedactingMemoryStore
clear() - Method in class com.tnsai.quality.sandbox.RecordingSandboxExecutionListener
clear() - Method in class com.tnsai.quality.security.audit.InMemoryAuditStore: Removes all events (for testing).
clear() - Method in class com.tnsai.quality.slo.SLORegistry
clear() - Static method in class com.tnsai.quality.tracing.TraceContext: Clears all thread-local state.
clearAll() - Method in class com.tnsai.quality.security.ToolPermissionManager: Clears all explicit tool permissions, reverting everything to default.
clearCurrent() - Static method in class com.tnsai.quality.observability.TraceContext: Clears the current trace context.
clearHooks() - Method in class com.tnsai.eval.hooks.EvalHookManager: Clears all hooks.
clearRules() - Method in class com.tnsai.invariants.rules.RuleEngine: Clears all rules.
clearToolPermission(String) - Method in class com.tnsai.quality.security.ToolPermissionManager: Removes any explicit permission for a tool, reverting to the default.
client(LLMClient) - Method in class com.tnsai.quality.observability.health.LLMHealthIndicator.Builder
close() - Method in class com.tnsai.quality.observability.OpenTelemetryTracer.SpanScope
close() - Method in interface com.tnsai.quality.sandbox.Sandbox: AutoCloseable = Sandbox.terminate().
close() - Method in class com.tnsai.quality.sandbox.SandboxPool: Drain the pool — terminate every idle sandbox.
close() - Method in class com.tnsai.quality.sandbox.SandboxPool.Lease: Returns the sandbox to the pool.
close() - Method in class com.tnsai.quality.security.SecurityEnforcer: Shuts down the timeout executor.
close() - Method in class com.tnsai.quality.tracing.TraceContext.Scope
cmp() - Method in record class com.tnsai.quality.slo.Target: Returns the value of the cmp record component.
CodeReviewPipeline - Class in com.tnsai.quality.security.harness: Top-level orchestrator for the agent-driven code-review pipeline (TNS-291).
CodeReviewPipeline.Builder - Class in com.tnsai.quality.security.harness: Builder for CodeReviewPipeline.
collectViolations(Method) - Method in class com.tnsai.invariants.InvariantChecker: Collects all violations without throwing exceptions.
com.tnsai.eval.hooks - package com.tnsai.eval.hooks
com.tnsai.invariants - package com.tnsai.invariants
com.tnsai.invariants.rules - package com.tnsai.invariants.rules: Rule engine for evaluating conditional transition rules at runtime.
com.tnsai.quality.cost - package com.tnsai.quality.cost
com.tnsai.quality.internal - package com.tnsai.quality.internal
com.tnsai.quality.observability - package com.tnsai.quality.observability: Observability and telemetry integration using OpenTelemetry.
com.tnsai.quality.observability.health - package com.tnsai.quality.observability.health: Health check infrastructure for TnsAI components.
com.tnsai.quality.observability.otlp - package com.tnsai.quality.observability.otlp
com.tnsai.quality.observability.theme - package com.tnsai.quality.observability.theme: Themed logging for fun developer experience.
com.tnsai.quality.ratelimit - package com.tnsai.quality.ratelimit
com.tnsai.quality.redaction - package com.tnsai.quality.redaction
com.tnsai.quality.sampling - package com.tnsai.quality.sampling
com.tnsai.quality.sandbox - package com.tnsai.quality.sandbox
com.tnsai.quality.security - package com.tnsai.quality.security
com.tnsai.quality.security.audit - package com.tnsai.quality.security.audit
com.tnsai.quality.security.harness - package com.tnsai.quality.security.harness: Code-review harness — agent-driven security-review pipeline (TNS-291).
com.tnsai.quality.security.llm - package com.tnsai.quality.security.llm: LLM-specific safety guardrails for prompt injection and input manipulation.
com.tnsai.quality.security.moderation - package com.tnsai.quality.security.moderation: Content moderation for agent inputs, outputs, and tool results.
com.tnsai.quality.security.validation - package com.tnsai.quality.security.validation: Input validation framework for agent security boundaries.
com.tnsai.quality.slo - package com.tnsai.quality.slo
com.tnsai.quality.tracing - package com.tnsai.quality.tracing
com.tnsai.quality.tracing.guardrail - package com.tnsai.quality.tracing.guardrail
com.tnsai.quality.validation - package com.tnsai.quality.validation: Validation infrastructure for agent responses.
com.tnsai.quality.validation.parallel - package com.tnsai.quality.validation.parallel: Parallel validation through multi-model consensus and comparison.
combine(HealthCheckResult) - Method in class com.tnsai.quality.observability.health.HealthCheckResult: Combines this result with another, returning the worse status.
Command - Record Class in com.tnsai.quality.sandbox: One executable step inside a Sandbox (TNS-296).
Command(List<String>, Optional<byte[]>) - Constructor for record class com.tnsai.quality.sandbox.Command: Creates an instance of a Command record class.
commandInjection() - Static method in class com.tnsai.quality.security.harness.BuiltInMatchers: CWE-78 — OS command injection.
Common configurations - Search tag in class com.tnsai.quality.observability.LabelCardinalityGuard: Section
Comparison(InvariantExpression, InvariantExpression.ComparisonOp, InvariantExpression) - Constructor for record class com.tnsai.invariants.InvariantExpression.Comparison: Creates an instance of a Comparison record class.
completion() - Method in class com.tnsai.quality.tracing.Observation
completion(String) - Method in class com.tnsai.quality.tracing.Observation.Builder
CompositeRedactor - Class in com.tnsai.quality.redaction: Pipes input through a chain of Redactors in order (issue #80).
CompositeRedactor(List<Redactor>) - Constructor for class com.tnsai.quality.redaction.CompositeRedactor
Composition - Search tag in class com.tnsai.quality.observability.otlp.OtlpLLMCallExporter: Section
Composition - Search tag in class com.tnsai.quality.redaction.RedactingLLMCallPublisher: Section
compute(CostBudget, BigDecimal, Instant) - Static method in record class com.tnsai.quality.cost.BudgetState: Build a BudgetState from raw spent + budget values.
Concurrency - Search tag in class com.tnsai.quality.cost.InMemoryCostBudgetStore: Section
Concurrency - Search tag in class com.tnsai.quality.sandbox.SandboxPool: Section
Concurrency - Search tag in class com.tnsai.quality.slo.InMemorySLOEvaluator: Section
Concurrency - Search tag in interface com.tnsai.quality.cost.CostBudgetStore: Section
Concurrency - Search tag in interface com.tnsai.quality.sandbox.Sandbox: Section
Concurrency - Search tag in interface com.tnsai.quality.sandbox.SandboxExecutionListener: Section
ConditionalRule - Class in com.tnsai.invariants.rules: Represents a conditional transition rule like "DEAD if neighbors invalid input: '<' 2".
ConditionalRule(String, String) - Constructor for class com.tnsai.invariants.rules.ConditionalRule: Creates a simple rule without current state condition.
ConditionalRule(String, String, String, String, String) - Constructor for class com.tnsai.invariants.rules.ConditionalRule: Creates a ConditionalRule.
confidence(double) - Method in class com.tnsai.quality.validation.parallel.AgentResponse.Builder
Confidence Levels - Search tag in class com.tnsai.quality.security.llm.InjectionDetectionResult: Section
confidenceThreshold(double) - Method in class com.tnsai.quality.security.llm.PromptInjectionDetector.Builder: Sets the confidence threshold for blocking.
confidenceVariance(double) - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics.Builder
config() - Method in record class com.tnsai.quality.security.harness.PipelineContext: Returns the value of the config record component.
config() - Method in record class com.tnsai.quality.security.harness.ReviewAgentSpi.ReviewContext: Returns the value of the config record component.
config(String, String) - Method in class com.tnsai.quality.security.harness.CodeReviewPipeline.Builder
Configuration - Search tag in class com.tnsai.quality.observability.theme.ThemedLogger: Section
Configuration - Search tag in class com.tnsai.quality.security.llm.PromptInjectionDetector: Section
Configuration - Search tag in package com.tnsai.quality.observability: Section
CONSENSUS - Enum constant in enum class com.tnsai.quality.validation.parallel.AggregationStrategy: Consensus - extract and combine common points from all responses.
consensusPoints(List<String>) - Method in class com.tnsai.quality.validation.parallel.ValidationResult.Builder
ContainerSandbox - Class in com.tnsai.quality.sandbox: Sandbox backend that runs commands inside a fresh container per ContainerSandbox.execute(com.tnsai.quality.sandbox.Command) call (TNS-296).
ContainerSandboxFactory - Class in com.tnsai.quality.sandbox: Container-runtime-backed SandboxFactory (TNS-296).
ContainerSandboxFactory() - Constructor for class com.tnsai.quality.sandbox.ContainerSandboxFactory: SPI default constructor — auto-detects available runtime.
ContainerSandboxFactory(String) - Constructor for class com.tnsai.quality.sandbox.ContainerSandboxFactory: Test / explicit constructor.
contains(CostScope) - Method in record class com.tnsai.quality.cost.CostScope: true when other falls within this scope — i.e.
containsDangerousPatterns(String) - Method in class com.tnsai.quality.security.validation.ValidationService: Checks if a string contains dangerous patterns.
containsSecrets(String) - Method in class com.tnsai.quality.security.SecretFilter: Checks if the text contains any detectable secrets.
contentHash() - Method in record class com.tnsai.quality.security.harness.FileRecord: Returns the value of the contentHash record component.
ContentModerator - Interface in com.tnsai.quality.security.moderation: Interface for content moderation.
context() - Method in record class com.tnsai.quality.sampling.SamplingInput: Returns the value of the context record component.
context() - Method in class com.tnsai.quality.security.harness.CodeReviewPipeline: Read-only view of the pipeline's configuration.
CONTEXT_MANIPULATION - Enum constant in enum class com.tnsai.quality.security.llm.InjectionDetectionResult.InjectionType: Context manipulation
ContextFileSource - Enum Class in com.tnsai.quality.security.llm: Tag identifying which kind of project-context file a scan operated on.
Core Components - Search tag in package com.tnsai.quality.observability.health: Section
cost() - Method in class com.tnsai.quality.tracing.Observation
cost(double) - Method in class com.tnsai.quality.tracing.Observation.Builder
CostBudget - Record Class in com.tnsai.quality.cost: Declarative budget — "this scope can spend at most X USD per period; here's what to do when exhausted" (issue #82).
CostBudget(String, Optional<String>, Optional<String>, BigDecimal, Duration, BudgetPolicy) - Constructor for record class com.tnsai.quality.cost.CostBudget: Creates an instance of a CostBudget record class.
CostBudgetEnforcer - Class in com.tnsai.quality.cost: Hook that enforces a CostBudget on every pre-LLM action (issue #82).
CostBudgetEnforcer(CostBudgetStore, Function<PreAction, Optional<CostBudget>>) - Constructor for class com.tnsai.quality.cost.CostBudgetEnforcer: Convenience for the common "don't pre-estimate" case — every call's cost is treated as 0, so the enforcer only fires after the cap is already crossed by recorded spend.
CostBudgetEnforcer(CostBudgetStore, Function<PreAction, Optional<CostBudget>>, Function<PreAction, BigDecimal>) - Constructor for class com.tnsai.quality.cost.CostBudgetEnforcer
CostBudgetEvaluator - Class in com.tnsai.quality.cost: Resolves a CostBudget's current BudgetState by querying its CostBudgetStore for cumulative spend (issue #82).
CostBudgetEvaluator(CostBudgetStore) - Constructor for class com.tnsai.quality.cost.CostBudgetEvaluator
CostBudgetStore - Interface in com.tnsai.quality.cost: SPI for tracking cumulative LLM spend per CostScope per rolling window (issue #82).
CostScope - Record Class in com.tnsai.quality.cost: Per-spend scope key — a (tenantId, agentId, capabilityId) triple used by CostBudgetStore to bucket recorded spend (issue #82).
CostScope(String, Optional<String>, Optional<String>) - Constructor for record class com.tnsai.quality.cost.CostScope: Creates an instance of a CostScope record class.
count(AuditQuery) - Method in class com.tnsai.quality.security.audit.FileAuditStore
count(AuditQuery) - Method in class com.tnsai.quality.security.audit.InMemoryAuditStore
cpuMillis() - Method in record class com.tnsai.quality.sandbox.ResourceUsage: Returns the value of the cpuMillis record component.
cpuShares() - Method in record class com.tnsai.quality.sandbox.ResourceLimits: Returns the value of the cpuShares record component.
create() - Method in class com.tnsai.eval.hooks.DefaultEvalHandleFactory
create() - Method in class com.tnsai.quality.security.DefaultSecurityEnforcerFactory
create(SandboxSpec) - Method in class com.tnsai.quality.sandbox.ContainerSandboxFactory
create(SandboxSpec) - Method in class com.tnsai.quality.sandbox.ProcessSandboxFactory
create(SandboxSpec) - Method in interface com.tnsai.quality.sandbox.SandboxFactory: Create a Sandbox from spec.
create(SandboxSpec) - Method in class com.tnsai.quality.sandbox.WasmSandboxFactory
create(Object, boolean) - Method in class com.tnsai.invariants.DefaultInvariantCheckerFactory
create(String) - Static method in class com.tnsai.quality.observability.theme.ThemedLogger: Creates a themed logger with default theme.
create(String, LogTheme) - Static method in class com.tnsai.quality.observability.theme.ThemedLogger: Creates a themed logger.
createAndStart() - Static method in class com.tnsai.quality.observability.PrometheusMetricsExporter: Creates and starts a default exporter on the configured port.
createChildSpan(String) - Method in class com.tnsai.quality.observability.TraceContext: Creates a child span for a nested operation.
CREDENTIAL_EXFILTRATION - Enum constant in enum class com.tnsai.quality.security.llm.InjectionDetectionResult.InjectionType: Attempt to read or exfiltrate credentials — env-file references (.env, AWS_SECRET_ACCESS_KEY), SSH key dumps, OS credential stores.
CREDIT_CARD - Static variable in class com.tnsai.quality.redaction.RedactionPatterns: Credit-card pattern with a Luhn-checksum validator to suppress false positives.
CRITICAL - Enum constant in enum class com.tnsai.quality.redaction.Severity: Strong PII or compliance-relevant secret — credit card, SSN, national ID, SSH private key.
CRITICAL - Enum constant in enum class com.tnsai.quality.security.DestructiveCommandDetector.Severity: Catastrophic / system-wide damage (rm -rf /, dd to device, mkfs).
CRITICAL - Enum constant in enum class com.tnsai.quality.security.harness.Severity: Trivially exploitable, broad impact, fix immediately.
CRITICAL - Enum constant in enum class com.tnsai.quality.security.llm.InjectionDetectionResult.ConfidenceLevel: Critical confidence (0.8 - 1.0)
crossSiteScripting() - Static method in class com.tnsai.quality.security.harness.BuiltInMatchers: CWE-79 — Cross-site scripting via unsafe innerHTML / unescaped output.
current() - Static method in class com.tnsai.quality.observability.TraceContext: Gets the current trace context for this thread.
currentCompliance() - Method in record class com.tnsai.quality.slo.SLOState: Returns the value of the currentCompliance record component.
currentObservationId() - Static method in class com.tnsai.quality.tracing.TraceContext: Returns the current parent observation id (top of stack), or null if empty.
currentSpend(CostScope, Duration) - Method in interface com.tnsai.quality.cost.CostBudgetStore: Sum of recorded spend that falls inside scope within the last period.
currentSpend(CostScope, Duration) - Method in class com.tnsai.quality.cost.InMemoryCostBudgetStore
currentTrace() - Static method in class com.tnsai.quality.tracing.TraceContext: Returns the active trace for the current thread, or null.
CUSTOM - Enum constant in enum class com.tnsai.quality.slo.SLOType: User-defined metric.
Custom Health Indicators - Search tag in package com.tnsai.quality.observability.health: Section
Custom Theme - Search tag in interface com.tnsai.quality.observability.theme.LogTheme: Section
cwe() - Method in interface com.tnsai.quality.security.harness.MatcherSpi: CWE id this matcher targets, e.g.
cwe() - Method in class com.tnsai.quality.security.harness.RegexMatcher
cwe() - Method in record class com.tnsai.quality.security.harness.ReviewFinding: Returns the value of the cwe record component.

D

DATA_EXFILTRATION - Enum constant in enum class com.tnsai.quality.security.llm.InjectionDetectionResult.InjectionType: Data exfiltration attempt
debug(String) - Method in class com.tnsai.quality.observability.AgentLogger: Creates a debug log entry.
debug(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs debug message.
DEBUG - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
DEBUG - Enum constant in enum class com.tnsai.quality.redaction.LoggingRedactionAuditListener.Level
Decision - Enum Class in com.tnsai.quality.ratelimit: Outcome of an EventRateLimiter probe (issue #82).
decrypt(String) - Method in class com.tnsai.quality.security.SecurityEnforcer: Decrypts a Base64-encoded AES-256-GCM encrypted value.
DEFAULT - Static variable in class com.tnsai.quality.observability.theme.LogThemes: Default professional logging (no theme).
DEFAULT_EXCLUDES - Static variable in class com.tnsai.quality.security.harness.ScanStage: Built-in default exclude globs.
DEFAULT_INCLUDES - Static variable in class com.tnsai.quality.security.harness.ScanStage: Built-in default include globs.
DEFAULT_IV_LENGTH_BYTES - Static variable in class com.tnsai.quality.security.EncryptionConfig
DEFAULT_MAX_ARRAY_SIZE - Static variable in class com.tnsai.quality.security.validation.ValidationService
DEFAULT_MAX_NESTING_DEPTH - Static variable in class com.tnsai.quality.security.validation.ValidationService
DEFAULT_MAX_OUTPUT_BYTES - Static variable in record class com.tnsai.quality.sandbox.ResourceLimits: Host-heap capture default when the 5-arg constructor is used.
DEFAULT_MAX_PARAMETER_COUNT - Static variable in class com.tnsai.quality.security.validation.ValidationService
DEFAULT_MAX_STRING_LENGTH - Static variable in class com.tnsai.quality.security.validation.ValidationService
DEFAULT_PATTERNS_RESOURCE - Static variable in class com.tnsai.quality.security.DestructiveCommandDetector: Bundled default-patterns resource.
DEFAULT_TAG_LENGTH_BITS - Static variable in class com.tnsai.quality.security.EncryptionConfig
DEFAULT_TENANT - Static variable in class com.tnsai.quality.ratelimit.Resilience4jEventRateLimiter: Tenant key used when EventContext.tenantId() is absent.
DEFAULT_TIMEOUT - Static variable in interface com.tnsai.quality.observability.health.HealthIndicator: Default timeout for health checks.
Default = deny - Search tag in interface com.tnsai.quality.sandbox.NetPolicy: Section
defaultCapture() - Method in class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Builder
defaultDecision() - Method in class com.tnsai.quality.sampling.RuleBasedSamplingPolicy
defaultDeny() - Static method in class com.tnsai.quality.security.ToolPermissionManager: Creates a manager that denies unknown tools by default (secure-by-default).
defaultDrop() - Method in class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Builder
DefaultEvalHandleFactory - Class in com.tnsai.eval.hooks: Default factory that creates EvalHookManager instances.
DefaultEvalHandleFactory() - Constructor for class com.tnsai.eval.hooks.DefaultEvalHandleFactory
DefaultInvariantCheckerFactory - Class in com.tnsai.invariants: Default factory that creates InvariantChecker instances.
DefaultInvariantCheckerFactory() - Constructor for class com.tnsai.invariants.DefaultInvariantCheckerFactory
defaultMapper(Function<DestructiveCommandDetector.Severity, ToolCallAction>) - Method in class com.tnsai.quality.security.DestructiveCommandDetector.Builder: Replace the default severity → action mapper entirely.
Default Patterns - Search tag in class com.tnsai.quality.security.moderation.PatternBasedModerator: Section
DefaultPermissionProvider - Class in com.tnsai.quality.security: In-memory permission registry implementing PermissionProvider.
DefaultPermissionProvider() - Constructor for class com.tnsai.quality.security.DefaultPermissionProvider
defaultPolicy() - Method in class com.tnsai.quality.sampling.TenantPolicySamplingPolicy
defaultPolicy(EventSamplingPolicy) - Method in class com.tnsai.quality.sampling.TenantPolicySamplingPolicy.Builder: Required — fallback for unmatched tenant ids.
defaultRedactor() - Method in class com.tnsai.quality.redaction.TenantPolicyRedactor
defaultRedactor(Redactor) - Method in class com.tnsai.quality.redaction.TenantPolicyRedactor.Builder: Required — fallback for unmatched tenant ids.
defaults() - Static method in class com.tnsai.quality.redaction.RedactionPatterns: The default pattern set.
defaults() - Static method in class com.tnsai.quality.sampling.SamplingPolicies: Production default — priority-aware: CRITICAL/ERROR/WARN always, INFO at 10%, DEBUG at 1%.
DefaultSecurityEnforcerFactory - Class in com.tnsai.quality.security: Default factory that creates SecurityEnforcer instances.
DefaultSecurityEnforcerFactory() - Constructor for class com.tnsai.quality.security.DefaultSecurityEnforcerFactory
defaultSeverity() - Method in interface com.tnsai.quality.security.harness.MatcherSpi: Default severity assigned when this matcher fires alone (no agent).
defaultSeverity() - Method in class com.tnsai.quality.security.harness.RegexMatcher
DEFER - Enum constant in enum class com.tnsai.quality.cost.BudgetPolicy: Queue the call for the next period and notify the user via the OnNotification hook.
DEFER - Enum constant in enum class com.tnsai.quality.ratelimit.Decision
definition() - Method in record class com.tnsai.quality.slo.SLOState: Returns the value of the definition record component.
DegradationPolicy - Interface in com.tnsai.quality.slo: What an SLO-aware enforcement layer should do when the budget is exhausted (issue #92).
DegradationPolicy.DisableFeature - Record Class in com.tnsai.quality.slo: Disable a specific feature flag for the duration of the exhaustion.
DegradationPolicy.NoDegradation - Record Class in com.tnsai.quality.slo: Just alert; let traffic through unchanged.
DegradationPolicy.RefuseNewWork - Record Class in com.tnsai.quality.slo: Reject new work outright (with a structured reason) until the budget recovers.
DegradationPolicy.RouteToFallback - Record Class in com.tnsai.quality.slo: Switch the agent to a cheaper / simpler LLM target identified by its provider qualifier (e.g.
DegradationPolicy.ShedLowPriorityLoad - Record Class in com.tnsai.quality.slo: Drop the configured fraction of low-priority requests.
degraded(String) - Static method in class com.tnsai.quality.observability.health.HealthCheckResult: Creates a degraded result.
DEGRADED - Enum constant in enum class com.tnsai.quality.observability.health.HealthStatus: Component is functioning but with reduced capability or performance.
deleteOlderThan(Instant) - Method in class com.tnsai.quality.security.audit.FileAuditStore
deleteOlderThan(Instant) - Method in class com.tnsai.quality.security.audit.InMemoryAuditStore
deny(String...) - Method in class com.tnsai.quality.security.ToolFilter.Builder: Adds deny patterns.
DENY - Enum constant in enum class com.tnsai.quality.security.PermissionLevel: Blocked -- tool execution is denied.
denyAll() - Static method in interface com.tnsai.quality.sandbox.NetPolicy: No outbound or inbound network access.
DenyAll() - Constructor for record class com.tnsai.quality.sandbox.NetPolicy.DenyAll: Creates an instance of a DenyAll record class.
depth() - Static method in class com.tnsai.quality.tracing.TraceContext: Returns the nesting depth (number of pushed observations).
description() - Method in interface com.tnsai.quality.security.harness.MatcherSpi: Human-readable description of what this matcher looks for.
description() - Method in class com.tnsai.quality.security.harness.RegexMatcher
description() - Method in record class com.tnsai.quality.security.harness.ReviewFinding: Returns the value of the description record component.
DestructiveCommandDetector - Class in com.tnsai.quality.security: Content-level ToolCallFilter that scans tool arguments for destructive shell / git / filesystem commands hidden inside generic tools like terminal_execute("rm -rf /") (issue #36).
DestructiveCommandDetector.Builder - Class in com.tnsai.quality.security
DestructiveCommandDetector.DestructivePattern - Record Class in com.tnsai.quality.security: A single named pattern with its severity classification.
DestructiveCommandDetector.Severity - Enum Class in com.tnsai.quality.security: Severity tier of a destructive-command match.
DestructivePattern(String, DestructiveCommandDetector.Severity, Pattern) - Constructor for record class com.tnsai.quality.security.DestructiveCommandDetector.DestructivePattern: Creates an instance of a DestructivePattern record class.
detect(String) - Method in class com.tnsai.quality.security.llm.PromptInjectionDetector: Detects prompt injection in the given input.
detected(double, List<InjectionDetectionResult.InjectionType>, List<String>) - Static method in class com.tnsai.quality.security.llm.InjectionDetectionResult: Creates a detection result.
detectInProjectContext(String, ContextFileSource) - Method in class com.tnsai.quality.security.llm.PromptInjectionDetector: Scans the body of a project-context file (.tnsai.md, CLAUDE.md, AGENTS.md, etc.) for prompt-injection payloads.
Detection Patterns - Search tag in class com.tnsai.quality.security.llm.PromptInjectionDetector: Section
detections() - Method in record class com.tnsai.quality.security.SecretFilter.ScrubResult: Returns the value of the detections record component.
DisableFeature(String) - Constructor for record class com.tnsai.quality.slo.DegradationPolicy.DisableFeature: Creates an instance of a DisableFeature record class.
disablePattern(String) - Method in class com.tnsai.quality.security.SecretFilter.Builder: Disables a built-in pattern by name.
diskBytes() - Method in record class com.tnsai.quality.sandbox.ResourceUsage: Returns the value of the diskBytes record component.
diskMb() - Method in record class com.tnsai.quality.sandbox.ResourceLimits: Returns the value of the diskMb record component.
Divergence(String, Map<String, String>) - Constructor for record class com.tnsai.quality.validation.parallel.ValidationResult.Divergence
Divergence(String, Map<String, String>, String) - Constructor for record class com.tnsai.quality.validation.parallel.ValidationResult.Divergence: Creates an instance of a Divergence record class.
divergences(List<ValidationResult.Divergence>) - Method in class com.tnsai.quality.validation.parallel.ValidationResult.Builder
down() - Static method in class com.tnsai.quality.observability.health.HealthCheckResult: Creates an unhealthy (DOWN) result.
down(String) - Static method in class com.tnsai.quality.observability.health.HealthCheckResult: Creates an unhealthy (DOWN) result with a message.
down(Throwable) - Static method in class com.tnsai.quality.observability.health.HealthCheckResult: Creates an unhealthy (DOWN) result from an exception.
DOWN - Enum constant in enum class com.tnsai.quality.observability.health.HealthStatus: Component is not functioning.
drop(String) - Method in class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Builder
drop(String, EventLevel, String) - Method in class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Builder
Drop() - Constructor for record class com.tnsai.quality.sampling.SamplingDecision.Drop: Creates an instance of a Drop record class.
DROP - Enum constant in enum class com.tnsai.quality.ratelimit.Decision
DROP - Enum constant in enum class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Outcome
dropFraction() - Method in record class com.tnsai.quality.slo.DegradationPolicy.ShedLowPriorityLoad: Returns the value of the dropFraction record component.
droppedDueToPressureCount() - Method in class com.tnsai.quality.sampling.AdaptiveSamplingPolicy: How many events did pressure-induced scaling drop?
durationMs() - Method in record class com.tnsai.quality.security.harness.AgentRun: Wall-clock duration of the run in milliseconds.
durationMs() - Method in record class com.tnsai.quality.security.harness.StageResult: Returns the value of the durationMs record component.
durationMs() - Method in class com.tnsai.quality.tracing.Observation: Returns the duration in milliseconds, or -1 if endTime is not set.

E

EMAIL - Static variable in class com.tnsai.quality.redaction.RedactionPatterns
EMOJI - Static variable in class com.tnsai.quality.observability.theme.LogThemes: Modern emoji themed logging.
empty() - Static method in record class com.tnsai.quality.slo.EventScope: Convenience: an event with no scope dimensions populated.
empty(String) - Static method in record class com.tnsai.quality.security.harness.StageResult: Empty / no-op result (zero files, zero findings).
enabled() - Method in record class com.tnsai.quality.security.SecretPattern: Returns the value of the enabled record component.
enabled(boolean) - Method in class com.tnsai.quality.observability.TnsAITelemetry.Builder: Enables or disables telemetry.
enabledCategories(Set<ModerationResult.Category>) - Method in class com.tnsai.quality.security.moderation.PatternBasedModerator.Builder: Sets which categories to enable.
enablePattern(String) - Method in class com.tnsai.quality.security.SecretFilter.Builder: Enables a previously disabled pattern by name.
enablePing(boolean) - Method in class com.tnsai.quality.observability.health.LLMHealthIndicator.Builder
encrypt(String) - Method in class com.tnsai.quality.security.SecurityEnforcer: Encrypts a string value using AES-256-GCM.
EncryptionConfig - Class in com.tnsai.quality.security: Configuration for AES-256-GCM encryption used by SecurityEnforcer.
EncryptionConfig.Builder - Class in com.tnsai.quality.security: Builder for creating EncryptionConfig with custom settings.
end() - Method in class com.tnsai.quality.observability.TraceContext: Records the end time and calculates duration.
endLine() - Method in record class com.tnsai.quality.security.harness.MatcherSpi.Hit: Returns the value of the endLine record component.
endLine() - Method in record class com.tnsai.quality.security.harness.ReviewFinding: Returns the value of the endLine record component.
endOffset() - Method in record class com.tnsai.quality.redaction.RedactionFinding: Returns the value of the endOffset record component.
endTime() - Method in class com.tnsai.quality.tracing.Observation
endTime(Instant) - Method in class com.tnsai.quality.tracing.Observation.Builder
enforce(Object, String[], String) - Static method in class com.tnsai.invariants.rules.RuleEngine: Evaluates rules and throws exception if any violations found.
enforceAccess(AccessRequest) - Method in class com.tnsai.quality.security.SecurityEnforcer
enforceAccessControl(ActionMetadata, Role, String, Set<String>) - Method in class com.tnsai.quality.security.SecurityEnforcer: Enforces access control based on the action method's @Security, else the role class's own.
EnrichStage - Class in com.tnsai.quality.security.harness: The enrich stage (TNS-291).
EnrichStage() - Constructor for class com.tnsai.quality.security.harness.EnrichStage
ENSEMBLE - Enum constant in enum class com.tnsai.quality.validation.parallel.AggregationStrategy: Ensemble - combine all unique insights from every response.
env() - Method in record class com.tnsai.quality.sandbox.SandboxSpec: Returns the value of the env record component.
env(Map<String, String>) - Method in class com.tnsai.quality.sandbox.SandboxSpec.Builder
Environment Variables - Search tag in class com.tnsai.quality.observability.PrometheusMetricsExporter: Section
Environment Variables - Search tag in class com.tnsai.quality.observability.TnsAITelemetry: Section
EQ - Enum constant in enum class com.tnsai.invariants.InvariantExpression.ComparisonOp
equals(Object) - Method in record class com.tnsai.invariants.InvariantExpression.And: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.invariants.InvariantExpression.Comparison: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.invariants.InvariantExpression.FieldRef: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.invariants.InvariantExpression.Literal: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.invariants.InvariantExpression.MethodCall: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.invariants.InvariantExpression.Not: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.invariants.InvariantExpression.Or: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in class com.tnsai.invariants.rules.ConditionalRule
equals(Object) - Method in record class com.tnsai.quality.cost.BudgetState: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.cost.CostBudget: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.cost.CostScope: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in class com.tnsai.quality.observability.health.HealthCheckResult
equals(Object) - Method in record class com.tnsai.quality.redaction.RedactionAuditEvent: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.redaction.RedactionContext: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.redaction.RedactionFinding: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.redaction.RedactionPattern: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.redaction.RedactionResult: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Rule: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.sampling.SamplingDecision.Capture: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.sampling.SamplingDecision.CaptureDownsampled: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.sampling.SamplingDecision.Drop: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.sampling.SamplingInput: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.sandbox.Command: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.sandbox.FsMount: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.sandbox.NetPolicy.AllowList: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.sandbox.NetPolicy.DenyAll: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.sandbox.NetPolicy.Inherit: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.sandbox.ResourceLimits: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.sandbox.ResourceUsage: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.sandbox.SandboxExecutionEvent: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.sandbox.SandboxResult: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.sandbox.SandboxSpec: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.security.DestructiveCommandDetector.DestructivePattern: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.security.harness.AgentRun: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.security.harness.FileRecord: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.security.harness.MatcherSpi.Hit: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.security.harness.PipelineContext: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.security.harness.PipelineStateStore.RunMetadata: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.security.harness.ReviewAgentSpi.ReviewContext: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.security.harness.ReviewFinding: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.security.harness.StageResult: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.security.SecretFilter.ScrubResult: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.security.SecretPattern: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.slo.BurnRateConfig: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.slo.BurnRateMetric: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.slo.DegradationPolicy.DisableFeature: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.slo.DegradationPolicy.NoDegradation: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.slo.DegradationPolicy.RefuseNewWork: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.slo.DegradationPolicy.RouteToFallback: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.slo.DegradationPolicy.ShedLowPriorityLoad: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.slo.EventScope: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.slo.InMemorySLOEvaluator.Attempt: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.slo.SLODefinition: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.slo.SLOScope.ForAgent: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.slo.SLOScope.ForCapability: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.slo.SLOScope.ForTenant: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.slo.SLOScope.Global: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.slo.SLOState: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.slo.Target: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in class com.tnsai.quality.tracing.AgentTrace
equals(Object) - Method in record class com.tnsai.quality.tracing.guardrail.GuardrailResult: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in class com.tnsai.quality.tracing.Observation
equals(Object) - Method in record class com.tnsai.quality.tracing.Score: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.quality.validation.parallel.ValidationResult.Divergence: Indicates whether some other object is "equal to" this one.
error() - Method in record class com.tnsai.quality.security.harness.AgentRun: Returns the value of the error record component.
error() - Method in record class com.tnsai.quality.security.harness.PipelineStateStore.RunMetadata: Returns the value of the error record component.
error(String) - Method in class com.tnsai.quality.observability.AgentLogger: Creates an error log entry.
error(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs error message.
error(String, Throwable) - Method in class com.tnsai.quality.observability.AgentLogger: Creates an error log entry with exception.
error(String, Throwable) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs error with exception.
ERROR - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
ERROR - Enum constant in enum class com.tnsai.quality.observability.TraceContext.SpanStatus
ERROR_RATE - Enum constant in enum class com.tnsai.quality.slo.SLOType: Fraction of attempts that produced an error (any error class).
ERROR_TRACE - Enum constant in enum class com.tnsai.quality.redaction.RedactionScope: Stack trace / cause chain inside an error event.
ErrorAlwaysPolicy - Class in com.tnsai.quality.sampling: Sampling policy that always captures problems and head-samples everything else at a single rate (issue #82).
ErrorAlwaysPolicy(double) - Constructor for class com.tnsai.quality.sampling.ErrorAlwaysPolicy
errorBudgetRemaining() - Method in record class com.tnsai.quality.slo.SLOState: Returns the value of the errorBudgetRemaining record component.
errorMessage(String) - Method in class com.tnsai.quality.validation.parallel.AgentResponse.Builder
EvalHookManager - Class in com.tnsai.eval.hooks: Manager for coordinating multiple evaluation hooks.
EvalHookManager() - Constructor for class com.tnsai.eval.hooks.EvalHookManager
evalOnInput() - Static method in class com.tnsai.quality.security.harness.BuiltInMatchers: CWE-95 — eval() / exec() of user-controlled input.
evaluate(InvariantExpression) - Method in class com.tnsai.invariants.InvariantEvaluator: Evaluates the expression and returns the result.
evaluate(CostBudget) - Method in class com.tnsai.quality.cost.CostBudgetEvaluator: Evaluate the budget against current spend in the store.
evaluate(CostBudget, Instant) - Method in class com.tnsai.quality.cost.CostBudgetEvaluator: Evaluate as of evaluatedAt — the now the resulting state's BudgetState.evaluatedAt carries.
evaluate(SLODefinition) - Method in interface com.tnsai.quality.slo.SLOEvaluator: Convenience: evaluate as of the wall clock.
evaluate(SLODefinition, Instant) - Method in class com.tnsai.quality.slo.InMemorySLOEvaluator
evaluate(SLODefinition, Instant) - Method in interface com.tnsai.quality.slo.SLOEvaluator: Compute the current state of definition as of now.
evaluate(String, String) - Method in interface com.tnsai.quality.tracing.guardrail.Guardrail: Evaluates the given input/output pair.
evaluate(String, String) - Method in class com.tnsai.quality.tracing.guardrail.PiiGuardrail
evaluate(String, Map<String, Object>) - Method in class com.tnsai.quality.security.DestructiveCommandDetector
evaluateAllRules() - Method in class com.tnsai.invariants.rules.RuleEngine: Evaluates all rules and returns violations.
evaluateAllRules(String) - Method in class com.tnsai.invariants.rules.RuleEngine: Evaluates all rules against a specific state field.
evaluateAsBoolean(InvariantExpression) - Method in class com.tnsai.invariants.InvariantEvaluator: Evaluates the expression as a boolean.
evaluatedAt() - Method in record class com.tnsai.quality.cost.BudgetState: Returns the value of the evaluatedAt record component.
evaluatedAt() - Method in record class com.tnsai.quality.slo.SLOState: Returns the value of the evaluatedAt record component.
evaluatePostResponse(String, String) - Method in class com.tnsai.quality.tracing.guardrail.GuardrailRegistry: Runs all post-response guardrails on the given input/output pair.
evaluatePreResponse(String) - Method in class com.tnsai.quality.tracing.guardrail.GuardrailRegistry: Runs all pre-response guardrails on the given input.
evaluateRule(ConditionalRule, String) - Method in class com.tnsai.invariants.rules.RuleEngine: Evaluates a single rule.
Evaluation Rules - Search tag in class com.tnsai.quality.security.ToolFilter: Section
event(String) - Static method in class com.tnsai.quality.tracing.Observation
EVENT - Enum constant in enum class com.tnsai.quality.tracing.ObservationType
EVENT_KIND - Static variable in class com.tnsai.quality.sampling.SamplingLLMCallPublisher: Stable SamplingInput.eventKind() value used for every captured LLM call.
eventContext() - Method in record class com.tnsai.quality.redaction.RedactionAuditEvent: Returns the value of the eventContext record component.
eventContext() - Method in record class com.tnsai.quality.redaction.RedactionContext: Returns the value of the eventContext record component.
eventId() - Method in record class com.tnsai.quality.redaction.RedactionAuditEvent: Returns the value of the eventId record component.
eventId() - Method in record class com.tnsai.quality.sandbox.SandboxExecutionEvent: Returns the value of the eventId record component.
eventKind() - Method in record class com.tnsai.quality.sampling.SamplingInput: Returns the value of the eventKind record component.
eventKindPattern() - Method in record class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Rule: Returns the value of the eventKindPattern record component.
EventRateLimiter - Interface in com.tnsai.quality.ratelimit: SPI for per-tenant event rate limiting (issue #82).
events() - Method in class com.tnsai.quality.sandbox.RecordingSandboxExecutionListener: Snapshot of every event recorded so far.
EventSamplingPolicy - Interface in com.tnsai.quality.sampling: SPI for deciding whether to capture an event (issue #82).
EventScope - Record Class in com.tnsai.quality.slo: Per-attempt scope description fed to SLOScope.matches(EventScope).
EventScope(String, String, String) - Constructor for record class com.tnsai.quality.slo.EventScope: Creates an instance of a EventScope record class.
eventType() - Method in class com.tnsai.quality.cost.CostBudgetEnforcer
Eviction - Search tag in class com.tnsai.quality.cost.InMemoryCostBudgetStore: Section
evidence() - Method in record class com.tnsai.quality.security.harness.ReviewFinding: Returns the value of the evidence record component.
exceeds(BurnRateConfig) - Method in record class com.tnsai.quality.slo.BurnRateMetric: Both windows below the configured thresholds — no burn alarm.
Exception — provider-scoped LLM spans - Search tag in class com.tnsai.quality.observability.SpanNaming: Section
execute(Command) - Method in class com.tnsai.quality.sandbox.ContainerSandbox
execute(Command) - Method in class com.tnsai.quality.sandbox.ObservedSandbox
execute(Command) - Method in class com.tnsai.quality.sandbox.ProcessSandbox
execute(Command) - Method in interface com.tnsai.quality.sandbox.Sandbox: Run command to completion (or until the sandbox kills it for exceeding ResourceLimits.timeout).
execute(Command) - Method in class com.tnsai.quality.sandbox.SandboxPool.Lease
execute(PipelineContext) - Method in class com.tnsai.quality.security.harness.EnrichStage
execute(PipelineContext) - Method in class com.tnsai.quality.security.harness.ExportStage
execute(PipelineContext) - Method in interface com.tnsai.quality.security.harness.PipelineStage: Execute the stage.
execute(PipelineContext) - Method in class com.tnsai.quality.security.harness.ProcessStage
execute(PipelineContext) - Method in class com.tnsai.quality.security.harness.RevalidateStage
execute(PipelineContext) - Method in class com.tnsai.quality.security.harness.ScanStage
execute(String) - Method in class com.tnsai.quality.security.harness.CodeReviewPipeline: Execute one stage by id.
execute(String) - Method in class com.tnsai.quality.validation.parallel.ParallelValidationExecutor: Executes the prompt across all configured agents/LLMs.
executeAsync(String) - Method in class com.tnsai.quality.validation.parallel.ParallelValidationExecutor: Executes asynchronously.
executeWithTimeout(ActionMetadata, Role, Callable<T>) - Method in class com.tnsai.quality.security.SecurityEnforcer: Executes an action with security timeout enforcement.
executeWithTimeout(ActionMetadata, Object, Callable<T>) - Method in class com.tnsai.quality.security.SecurityEnforcer: Executes an action whose target is not a Role with security timeout enforcement; its @Security features are read as on a Role.
executionTime(Duration) - Method in class com.tnsai.quality.validation.parallel.AgentResponse.Builder
EXHAUSTED - Enum constant in enum class com.tnsai.quality.cost.BudgetState.Status: Spend is at or over the cap.
EXHAUSTED - Enum constant in enum class com.tnsai.quality.slo.SLOStatus: Budget for the rolling window is fully consumed.
exitCode() - Method in record class com.tnsai.quality.sandbox.SandboxExecutionEvent: Returns the value of the exitCode record component.
exitCode() - Method in record class com.tnsai.quality.sandbox.SandboxResult: Returns the value of the exitCode record component.
ExportFormat - Enum Class in com.tnsai.quality.security.harness: Output formats supported by the export stage (TNS-291).
ExportStage - Class in com.tnsai.quality.security.harness: The export stage (TNS-291).
ExportStage(ExportFormat) - Constructor for class com.tnsai.quality.security.harness.ExportStage
exportTimeoutSeconds(int) - Method in class com.tnsai.quality.observability.TnsAITelemetry.Builder: Sets the export timeout in seconds.
expr() - Method in record class com.tnsai.invariants.InvariantExpression.Not: Returns the value of the expr record component.

F

fail(double, String) - Static method in record class com.tnsai.quality.tracing.guardrail.GuardrailResult: Creates a failing result with a reason and confidence score.
fail(String) - Static method in record class com.tnsai.quality.tracing.guardrail.GuardrailResult: Creates a failing result with a reason and full confidence.
failedAgents(int) - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics.Builder
failure(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs failure message.
failure(String, String, String, Duration) - Static method in class com.tnsai.quality.validation.parallel.AgentResponse: Creates a failed response.
FAILURE - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
Failure isolation - Search tag in interface com.tnsai.quality.sandbox.SandboxExecutionListener: Section
Failures - Search tag in class com.tnsai.quality.observability.otlp.OtlpLLMCallExporter: Section
fallbackTargetId() - Method in record class com.tnsai.quality.slo.DegradationPolicy.RouteToFallback: Returns the value of the fallbackTargetId record component.
fastestExecutionTime(Duration) - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics.Builder
featureId() - Method in record class com.tnsai.quality.slo.DegradationPolicy.DisableFeature: Returns the value of the featureId record component.
Features - Search tag in class com.tnsai.quality.security.validation.ValidationService: Section
FieldRef(String) - Constructor for record class com.tnsai.invariants.InvariantExpression.FieldRef: Creates an instance of a FieldRef record class.
file() - Method in record class com.tnsai.quality.security.harness.ReviewFinding: Returns the value of the file record component.
FileAuditStore - Class in com.tnsai.quality.security.audit: File-based persistent audit store using JSON.
FileAuditStore() - Constructor for class com.tnsai.quality.security.audit.FileAuditStore: Creates a FileAuditStore with the default directory (".tnsai/audit").
FileAuditStore(Path) - Constructor for class com.tnsai.quality.security.audit.FileAuditStore: Creates a FileAuditStore in the specified directory.
fileContent() - Method in record class com.tnsai.quality.security.harness.ReviewAgentSpi.ReviewContext: Returns the value of the fileContent record component.
FileRecord - Record Class in com.tnsai.quality.security.harness: Per-file canonical state in the code-review pipeline (TNS-291).
FileRecord(Path, String, Set<String>, List<ReviewFinding>, List<AgentRun>, Map<String, String>) - Constructor for record class com.tnsai.quality.security.harness.FileRecord: Creates an instance of a FileRecord record class.
filesProcessed() - Method in record class com.tnsai.quality.security.harness.StageResult: Returns the value of the filesProcessed record component.
FileSystemPipelineStateStore - Class in com.tnsai.quality.security.harness: Disk-backed PipelineStateStore (TNS-291 phase 2).
FileSystemPipelineStateStore(Path) - Constructor for class com.tnsai.quality.security.harness.FileSystemPipelineStateStore
filterAllowed(List<String>) - Method in class com.tnsai.quality.security.ToolFilter: Filters a list of tool names, returning only the allowed ones.
find(String) - Method in class com.tnsai.quality.slo.SLORegistry: Look up an SLO by id.
findApplicable(EventScope) - Method in class com.tnsai.quality.slo.SLORegistry: Find every SLO whose scope matches the given event scope — used by the (follow-up) SLOAwareHook to figure out which SLOs apply to an in-flight call.
findingCount() - Method in record class com.tnsai.quality.security.harness.AgentRun: Returns the value of the findingCount record component.
findings() - Method in record class com.tnsai.quality.redaction.RedactionResult: Returns the value of the findings record component.
findings() - Method in record class com.tnsai.quality.security.harness.FileRecord: Returns the value of the findings record component.
findingsAdded() - Method in record class com.tnsai.quality.security.harness.StageResult: Returns the value of the findingsAdded record component.
finishedAt() - Method in record class com.tnsai.quality.security.harness.AgentRun: Returns the value of the finishedAt record component.
finishedAt() - Method in record class com.tnsai.quality.security.harness.PipelineStateStore.RunMetadata: Returns the value of the finishedAt record component.
fireOnAfterChat(EvalContext, String, long) - Method in class com.tnsai.eval.hooks.EvalHookManager: Fires onAfterChat event.
fireOnAfterToolCall(EvalContext, String, Object, boolean, long) - Method in class com.tnsai.eval.hooks.EvalHookManager: Fires onAfterToolCall event.
fireOnAgentCommunication(EvalContext, String, String, String, long) - Method in class com.tnsai.eval.hooks.EvalHookManager: Fires onAgentCommunication event.
fireOnAgentStart(EvalContext, String, String) - Method in class com.tnsai.eval.hooks.EvalHookManager: Fires onAgentStart event.
fireOnAgentStop(EvalContext, String) - Method in class com.tnsai.eval.hooks.EvalHookManager: Fires onAgentStop event.
fireOnBeforeChat(EvalContext, String) - Method in class com.tnsai.eval.hooks.EvalHookManager: Fires onBeforeChat event.
fireOnBeforeToolCall(EvalContext, String, Map<String, Object>) - Method in class com.tnsai.eval.hooks.EvalHookManager: Fires onBeforeToolCall event.
fireOnError(EvalContext, Throwable, String) - Method in class com.tnsai.eval.hooks.EvalHookManager: Fires onError event.
fireOnGoalCompleted(EvalContext, String, boolean, Map<String, Object>) - Method in class com.tnsai.eval.hooks.EvalHookManager: Fires onGoalCompleted event.
fireOnMemoryAccess(EvalContext, String, String, int, long) - Method in class com.tnsai.eval.hooks.EvalHookManager: Fires onMemoryAccess event.
fireOnPlanCompleted(EvalContext, boolean, int, int, long) - Method in class com.tnsai.eval.hooks.EvalHookManager: Fires onPlanCompleted event.
fireOnPlanFailed(EvalContext, String, String) - Method in class com.tnsai.eval.hooks.EvalHookManager: Fires onPlanFailed event.
fireOnPlanGenerated(EvalContext, String, List<PlannerHandle.PlanStep>, long) - Method in class com.tnsai.eval.hooks.EvalHookManager: Fires onPlanGenerated event.
fireOnPlanStepExecuted(EvalContext, String, boolean, long) - Method in class com.tnsai.eval.hooks.EvalHookManager: Fires onPlanStepExecuted event.
flushDropCounters() - Method in class com.tnsai.quality.ratelimit.Resilience4jEventRateLimiter: Snapshot the per-tenant drop counter and reset it to zero.
forAgent(String) - Static method in class com.tnsai.quality.observability.AgentLogger: Creates a logger for an agent.
forAgent(String, Class<?>) - Static method in class com.tnsai.quality.observability.AgentLogger: Creates a logger for an agent with a custom logger class.
forAgent(String, String, BigDecimal, Duration, BudgetPolicy) - Static method in record class com.tnsai.quality.cost.CostBudget: Convenience: tenant + agent narrowing.
ForAgent(String, String) - Constructor for record class com.tnsai.quality.slo.SLOScope.ForAgent: Creates an instance of a ForAgent record class.
ForCapability(String) - Constructor for record class com.tnsai.quality.slo.SLOScope.ForCapability: Creates an instance of a ForCapability record class.
forClass(Class<?>, LogTheme) - Static method in class com.tnsai.quality.observability.theme.ThemedLogger: Creates a themed logger for a class.
format(LogEvent, String) - Method in interface com.tnsai.quality.observability.theme.LogTheme: Formats a log message with theme styling.
forObservation(String) - Method in record class com.tnsai.quality.tracing.Score: Returns a copy of this score bound to the given observation.
forTaskType(String) - Static method in enum class com.tnsai.quality.validation.parallel.AggregationStrategy: Suggests the best strategy for a given task type.
ForTenant(String) - Constructor for record class com.tnsai.quality.slo.SLOScope.ForTenant: Creates an instance of a ForTenant record class.
fractionConsumed() - Method in record class com.tnsai.quality.cost.BudgetState: Returns the value of the fractionConsumed record component.
from(Object, String[]) - Static method in class com.tnsai.invariants.rules.RuleEngine: Creates a RuleEngine and adds rules from invariant strings.
from(List<RedactionFinding>, RedactionContext) - Static method in record class com.tnsai.quality.redaction.RedactionAuditEvent: Build an audit event from the findings produced by a redactor call.
fromBase64Key(String) - Static method in class com.tnsai.quality.security.EncryptionConfig: Creates an EncryptionConfig from a Base64-encoded key.
fromCurrentContext(String) - Method in class com.tnsai.quality.observability.OpenTelemetryTracer: Creates a TraceContext from the current OpenTelemetry context.
fromEnvironment() - Method in class com.tnsai.quality.observability.PrometheusMetricsExporter.Builder: Configures from environment variables.
fromKeyBytes(byte[]) - Static method in class com.tnsai.quality.security.EncryptionConfig: Creates an EncryptionConfig from raw key bytes.
fromMatcher(String, Path, int, int, String, Severity, String, String, String, String) - Static method in record class com.tnsai.quality.security.harness.ReviewFinding: Convenience for matcher-only (static) findings — no agent backend.
fromResponses(List<AgentResponse>, Duration, double) - Static method in class com.tnsai.quality.validation.parallel.ValidationMetrics: Creates metrics from a list of agent responses.
fromSymbol(String) - Static method in enum class com.tnsai.invariants.InvariantExpression.ComparisonOp
fromTraceParent(String, String) - Static method in class com.tnsai.quality.observability.TraceContext: Parses a W3C traceparent header.
fromUpstream(String, String, String) - Static method in class com.tnsai.quality.observability.TraceContext: Creates a trace context from an existing trace ID (for distributed tracing).
fsMount(FsMount) - Method in class com.tnsai.quality.sandbox.SandboxSpec.Builder
FsMount - Record Class in com.tnsai.quality.sandbox: Filesystem mount point for a sandbox (TNS-296).
FsMount(Path, Path, boolean) - Constructor for record class com.tnsai.quality.sandbox.FsMount: Creates an instance of a FsMount record class.
fsMounts() - Method in record class com.tnsai.quality.sandbox.SandboxSpec: Returns the value of the fsMounts record component.
fsMounts(List<FsMount>) - Method in class com.tnsai.quality.sandbox.SandboxSpec.Builder
full(String, String, String) - Static method in record class com.tnsai.quality.cost.CostScope: Convenience: full tenant + agent + capability scope.

G

gauge(String, long) - Method in class com.tnsai.quality.observability.Metrics: Sets a gauge to a specific value.
gauge(String, long) - Method in class com.tnsai.quality.observability.OpenTelemetryMetrics: Sets a gauge value.
GE - Enum constant in enum class com.tnsai.invariants.InvariantExpression.ComparisonOp
GE - Enum constant in enum class com.tnsai.quality.slo.Target.Comparison: Observed must be greater-or-equal (availability, latency-percentile).
GEN_AI_OPERATION_NAME - Static variable in class com.tnsai.quality.observability.LlmInstrumentation
GEN_AI_REQUEST_MAX_TOKENS - Static variable in class com.tnsai.quality.observability.LlmInstrumentation
GEN_AI_REQUEST_MODEL - Static variable in class com.tnsai.quality.observability.LlmInstrumentation
GEN_AI_REQUEST_TEMPERATURE - Static variable in class com.tnsai.quality.observability.LlmInstrumentation
GEN_AI_REQUEST_TOP_P - Static variable in class com.tnsai.quality.observability.LlmInstrumentation
GEN_AI_RESPONSE_FINISH_REASONS - Static variable in class com.tnsai.quality.observability.LlmInstrumentation
GEN_AI_SYSTEM - Static variable in class com.tnsai.quality.observability.LlmInstrumentation
GEN_AI_USAGE_COMPLETION_TOKENS - Static variable in class com.tnsai.quality.observability.LlmInstrumentation
GEN_AI_USAGE_PROMPT_TOKENS - Static variable in class com.tnsai.quality.observability.LlmInstrumentation
GEN_AI_USAGE_TOTAL_TOKENS - Static variable in class com.tnsai.quality.observability.LlmInstrumentation
generateIv() - Method in class com.tnsai.quality.security.EncryptionConfig: Generates a new random IV.
generateKey() - Static method in class com.tnsai.quality.security.EncryptionConfig: Generates a new EncryptionConfig with a randomly generated AES-256 key.
generation(String) - Static method in class com.tnsai.quality.tracing.Observation
GENERATION - Enum constant in enum class com.tnsai.quality.tracing.ObservationType
get(String) - Static method in class com.tnsai.quality.observability.theme.LogThemes: Gets a theme by name.
get(String) - Method in class com.tnsai.quality.tracing.guardrail.GuardrailRegistry: Looks up a guardrail by name.
getAction() - Method in class com.tnsai.quality.security.moderation.ModerationResult: Gets the recommended action.
getActualValue() - Method in class com.tnsai.invariants.rules.RuleEngine.RuleViolation
getAgentCount() - Method in record class com.tnsai.quality.validation.parallel.ValidationResult.Divergence
getAgentExecutionTimes() - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics
getAgentId() - Method in class com.tnsai.quality.validation.parallel.AgentResponse
getAgreementRatio() - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics
getAgreementRatio() - Method in class com.tnsai.quality.validation.parallel.ValidationResult: Gets the agreement ratio (0.0 to 1.0).
getAllBaggage() - Method in class com.tnsai.quality.observability.TraceContext: Gets all baggage items.
getAllFields(Class<?>) - Static method in class com.tnsai.quality.internal.ReflectionUtils: Gets all declared fields from a class and its superclasses (excluding Object).
getAllowGlobs() - Method in class com.tnsai.quality.security.ToolFilter: Returns the configured allow globs.
getAllPermissions() - Method in class com.tnsai.quality.security.ToolPermissionManager: Returns all explicit tool permissions (unmodifiable view).
getAttribute(String) - Method in class com.tnsai.quality.observability.TraceContext: Gets an attribute value.
getAttributes() - Method in class com.tnsai.quality.observability.TraceContext: Gets all attributes.
getAverage(String) - Method in class com.tnsai.quality.observability.Metrics: Gets the average value for a histogram.
getAverageConfidence() - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics
getAverageExecutionTime() - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics
getBaggage(String) - Method in class com.tnsai.quality.observability.TraceContext: Gets a baggage item.
getBestAgent() - Method in class com.tnsai.quality.validation.parallel.ValidationResult: Gets the agent that produced the best solution.
getBestSolution() - Method in class com.tnsai.quality.validation.parallel.ValidationResult: Gets the best solution based on the aggregation strategy.
getBudgetUSD() - Method in exception class com.tnsai.quality.cost.BudgetExceededException
getCategoryScores() - Method in class com.tnsai.quality.security.moderation.ModerationResult: Gets the category confidence scores.
getCondition() - Method in class com.tnsai.invariants.rules.ConditionalRule
getConfidence() - Method in class com.tnsai.quality.validation.parallel.AgentResponse
getConfidenceLevel() - Method in class com.tnsai.quality.security.llm.InjectionDetectionResult: Gets the confidence level.
getConfidenceScore() - Method in class com.tnsai.quality.security.llm.InjectionDetectionResult: Gets the confidence score.
getConfidenceStdDev() - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics: Gets the confidence standard deviation.
getConfidenceVariance() - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics
getConsensusPoints() - Method in class com.tnsai.quality.validation.parallel.ValidationResult: Gets points where all agents agree.
getContext() - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Gets the context name.
getCount(String) - Method in class com.tnsai.quality.observability.Metrics: Gets the current count for a counter.
getCurrentStateCondition() - Method in class com.tnsai.invariants.rules.ConditionalRule
getDefaultLevel() - Method in class com.tnsai.quality.security.ToolPermissionManager: Returns the default permission level.
getDenyGlobs() - Method in class com.tnsai.quality.security.ToolFilter: Returns the configured deny globs.
getDescription() - Method in class com.tnsai.invariants.rules.ConditionalRule
getDescription() - Method in enum class com.tnsai.quality.validation.parallel.AggregationStrategy: Gets the description of this strategy.
getDetail(String) - Method in class com.tnsai.quality.observability.health.HealthCheckResult: Gets a specific detail value.
getDetailedSafeResponse() - Method in class com.tnsai.quality.security.moderation.ModerationResult: Gets a detailed safe response.
getDetails() - Method in class com.tnsai.quality.observability.health.HealthCheckResult: Gets the additional details.
getDetectedTypes() - Method in class com.tnsai.quality.security.llm.InjectionDetectionResult: Gets the detected injection types.
getDivergences() - Method in class com.tnsai.quality.validation.parallel.ValidationResult: Gets points where agents diverge.
getDropCount(String) - Method in class com.tnsai.quality.ratelimit.Resilience4jEventRateLimiter: Read the live drops counter for a tenant without resetting.
getDuration() - Method in class com.tnsai.quality.observability.health.HealthCheckResult: Gets the duration of the health check.
getDurationMs() - Method in class com.tnsai.quality.observability.TraceContext: Gets the duration in milliseconds.
getEffect() - Method in class com.tnsai.invariants.rules.ConditionalRule
getEncryptionConfig() - Method in class com.tnsai.quality.security.SecurityEnforcer: Gets the encryption configuration.
getEndTime() - Method in class com.tnsai.quality.observability.TraceContext
getErrorMessage() - Method in class com.tnsai.quality.validation.parallel.AgentResponse
getErrors() - Method in class com.tnsai.quality.security.validation.ValidationResult: Gets all validation errors.
getEstimatedUSD() - Method in exception class com.tnsai.quality.cost.BudgetExceededException
getExecutionTime() - Method in class com.tnsai.quality.validation.parallel.AgentResponse
getExpectedValue() - Method in class com.tnsai.invariants.rules.RuleEngine.RuleViolation
getFailedAgents() - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics
getFastestExecutionTime() - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics
getFieldErrors() - Method in class com.tnsai.quality.security.validation.ValidationResult: Gets field-specific errors.
getFieldErrors(String) - Method in class com.tnsai.quality.security.validation.ValidationResult: Gets errors for a specific field.
getFile(Path) - Method in class com.tnsai.quality.security.harness.FileSystemPipelineStateStore
getFile(Path) - Method in interface com.tnsai.quality.security.harness.PipelineStateStore: Look up a record by its relative path.
getFlaggedCategories() - Method in class com.tnsai.quality.security.moderation.ModerationResult: Gets all flagged categories.
getFlaggedContent() - Method in class com.tnsai.quality.security.moderation.ModerationResult: Gets the flagged content snippets.
getGauge(String) - Method in class com.tnsai.quality.observability.Metrics: Gets the current gauge value.
getHealthSummary() - Method in class com.tnsai.quality.observability.health.HealthRegistry: Gets a summary of all health checks as a map.
getHeapUsageRatio() - Method in class com.tnsai.quality.observability.health.ResourceHealthIndicator: Gets current heap memory usage as a percentage.
getHistogramCount(String) - Method in class com.tnsai.quality.observability.Metrics: Gets the count of values recorded in a histogram.
getHistory() - Method in class com.tnsai.quality.redaction.RedactingMemoryStore
getIndicatorCount() - Method in class com.tnsai.quality.observability.health.HealthRegistry: Gets the number of registered indicators.
getIndicatorNames() - Method in class com.tnsai.quality.observability.health.HealthRegistry: Gets all registered indicator names.
getInstance() - Static method in class com.tnsai.quality.observability.health.HealthRegistry: Gets the singleton instance of the health registry.
getInstance() - Static method in class com.tnsai.quality.observability.Metrics: Gets the singleton metrics instance.
getIvLengthBytes() - Method in class com.tnsai.quality.security.EncryptionConfig: Gets the IV (Initialization Vector) length in bytes.
getMatchedPatterns() - Method in class com.tnsai.quality.security.llm.InjectionDetectionResult: Gets the patterns that matched.
getMax(String) - Method in class com.tnsai.quality.observability.Metrics: Gets the maximum value for a histogram.
getMessage() - Method in class com.tnsai.invariants.rules.RuleEngine.RuleViolation
getMessage() - Method in class com.tnsai.quality.observability.health.HealthCheckResult: Gets the status message.
getMeter() - Method in class com.tnsai.quality.observability.OpenTelemetryMetrics: Gets the underlying OpenTelemetry Meter.
getMeter() - Method in class com.tnsai.quality.observability.TnsAITelemetry: Returns the Meter for recording metrics.
getMetrics() - Method in class com.tnsai.quality.observability.AgentInstrumentation: Gets the underlying OpenTelemetryMetrics.
getMetrics() - Method in class com.tnsai.quality.validation.parallel.ValidationResult: Gets execution metrics.
getMin(String) - Method in class com.tnsai.quality.observability.Metrics: Gets the minimum value for a histogram.
getModelName() - Method in class com.tnsai.quality.validation.parallel.AgentResponse
getName() - Method in class com.tnsai.quality.observability.health.AgentHealthIndicator
getName() - Method in interface com.tnsai.quality.observability.health.HealthIndicator: Gets the name of this health indicator.
getName() - Method in class com.tnsai.quality.observability.health.LLMHealthIndicator
getName() - Method in class com.tnsai.quality.observability.health.ResourceHealthIndicator
getName() - Method in interface com.tnsai.quality.security.moderation.ContentModerator: Gets the name of this moderator.
getName() - Method in class com.tnsai.quality.security.moderation.PatternBasedModerator
getOpenTelemetry() - Method in class com.tnsai.quality.observability.TnsAITelemetry: Returns the OpenTelemetry instance.
getOperationName() - Method in class com.tnsai.quality.observability.TraceContext
getOrCreateCounter(String, String, String...) - Method in class com.tnsai.quality.observability.PrometheusMetricsExporter: Gets or creates a counter with the given name.
getOrCreateGauge(String, String, String...) - Method in class com.tnsai.quality.observability.PrometheusMetricsExporter: Gets or creates a gauge with the given name.
getOrCreateHistogram(String, String, String...) - Method in class com.tnsai.quality.observability.PrometheusMetricsExporter: Gets or creates a histogram with the given name.
getOriginalRule() - Method in class com.tnsai.invariants.rules.ConditionalRule
getParentSpanId() - Method in class com.tnsai.quality.observability.TraceContext
getParticipantCount() - Method in class com.tnsai.quality.validation.parallel.ParallelValidationExecutor: Gets the number of participants.
getPatterns() - Method in class com.tnsai.quality.security.SecretFilter: Returns all patterns (enabled and disabled).
getPermission(String) - Method in class com.tnsai.quality.security.ToolPermissionManager: Gets the permission level for a tool.
getPermissionProvider() - Method in class com.tnsai.quality.security.SecurityEnforcer: Gets the permission provider, if any.
getPermissions(String) - Method in class com.tnsai.quality.security.DefaultPermissionProvider
getPort() - Method in class com.tnsai.quality.observability.PrometheusMetricsExporter: Gets the port the server is running on.
getPrompt() - Method in class com.tnsai.quality.validation.parallel.ValidationResult
getQuickStatus() - Method in class com.tnsai.quality.observability.health.HealthRegistry: Gets a quick health status without details.
getReason() - Method in class com.tnsai.quality.security.moderation.ModerationResult: Gets the reason for the action.
getRecentHistory(int) - Method in class com.tnsai.quality.redaction.RedactingMemoryStore
getResponse() - Method in class com.tnsai.quality.validation.parallel.AgentResponse
getResponses() - Method in class com.tnsai.quality.validation.parallel.ValidationResult: Gets all individual agent responses.
getRule() - Method in class com.tnsai.invariants.rules.RuleEngine.RuleViolation
getRuleCount() - Method in class com.tnsai.invariants.rules.RuleEngine: Gets the number of registered rules.
getRules() - Method in class com.tnsai.invariants.rules.RuleEngine: Gets all registered rules.
getSafeResponse() - Method in class com.tnsai.quality.security.moderation.ModerationResult: Gets a safe response to return when blocked.
getScope() - Method in exception class com.tnsai.quality.cost.BudgetExceededException
getScore(ModerationResult.Category) - Method in class com.tnsai.quality.security.moderation.ModerationResult: Gets the score for a specific category.
getSecretKey() - Method in class com.tnsai.quality.security.EncryptionConfig: Gets the secret key.
getSecureRandom() - Method in class com.tnsai.quality.security.EncryptionConfig: Gets the SecureRandom instance for generating IVs.
getSeverity() - Method in enum class com.tnsai.quality.observability.health.HealthStatus: Gets the severity level (0 = best, 3 = worst).
getSlowestExecutionTime() - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics
getSpan() - Method in class com.tnsai.quality.observability.OpenTelemetryTracer.SpanScope: Gets the underlying OpenTelemetry Span.
getSpanId() - Method in class com.tnsai.quality.observability.TraceContext
getSpentUSD() - Method in exception class com.tnsai.quality.cost.BudgetExceededException
getStartTime() - Method in class com.tnsai.quality.observability.TraceContext
getStatus() - Method in class com.tnsai.quality.observability.health.HealthCheckResult: Gets the health status.
getStatus() - Method in class com.tnsai.quality.observability.TraceContext
getStatusMessage() - Method in class com.tnsai.quality.observability.TraceContext
getStrategy() - Method in class com.tnsai.quality.validation.parallel.ParallelValidationExecutor: Gets the configured aggregation strategy.
getStrategy() - Method in class com.tnsai.quality.validation.parallel.ValidationResult
getSuccessfulAgents() - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics
getSuccessfulResponses() - Method in class com.tnsai.quality.validation.parallel.ValidationResult: Gets successful responses only.
getSuccessRate() - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics: Gets the success rate (0.0 to 1.0).
getTagLengthBits() - Method in class com.tnsai.quality.security.EncryptionConfig: Gets the authentication tag length in bits.
getTenantId() - Method in exception class com.tnsai.quality.cost.BudgetExceededException
getTheme() - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Gets the current theme.
getThreadCount() - Method in class com.tnsai.quality.observability.health.ResourceHealthIndicator: Gets current thread count.
getTimeout() - Method in class com.tnsai.quality.observability.health.AgentHealthIndicator
getTimeout() - Method in interface com.tnsai.quality.observability.health.HealthIndicator: Gets the timeout for this health check.
getTimeout() - Method in class com.tnsai.quality.observability.health.LLMHealthIndicator
getTimeout() - Method in class com.tnsai.quality.observability.health.ResourceHealthIndicator
getTimestamp() - Method in class com.tnsai.quality.observability.health.HealthCheckResult: Gets the timestamp when this result was created.
getTimestamp() - Method in class com.tnsai.quality.validation.parallel.AgentResponse
getTotalAgents() - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics
getTotalExecutionTime() - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics
getTraceId() - Method in class com.tnsai.quality.observability.TraceContext
getTracer() - Method in class com.tnsai.quality.observability.AgentInstrumentation: Gets the underlying OpenTelemetryTracer.
getTracer() - Method in class com.tnsai.quality.observability.TnsAITelemetry: Returns the Tracer for creating spans.
getViolations() - Method in exception class com.tnsai.invariants.rules.RuleEngine.RuleViolationException
GITHUB_PAT - Static variable in class com.tnsai.quality.redaction.RedactionPatterns
Global() - Constructor for record class com.tnsai.quality.slo.SLOScope.Global: Creates an instance of a Global record class.
GOAL_ACHIEVED - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
GOAL_FAILED - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
goalAchieved(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs goal achievement.
goalFailed(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs goal failure.
gpt(LLMClient) - Static method in class com.tnsai.quality.security.harness.ReviewAgent: Convenience factory — id "gpt", version from the LLM client's model.
grant(String, String) - Method in class com.tnsai.quality.security.DefaultPermissionProvider: Grants a permission to an agent.
grantAll(String, Set<String>) - Method in class com.tnsai.quality.security.DefaultPermissionProvider: Grants multiple permissions to an agent.
GT - Enum constant in enum class com.tnsai.invariants.InvariantExpression.ComparisonOp
Guardrail - Interface in com.tnsai.quality.tracing.guardrail: SPI for content guardrails that evaluate input and/or output.
GuardrailRegistry - Class in com.tnsai.quality.tracing.guardrail: Registry for pre-response and post-response guardrails.
GuardrailRegistry() - Constructor for class com.tnsai.quality.tracing.guardrail.GuardrailRegistry
GuardrailResult - Record Class in com.tnsai.quality.tracing.guardrail: Result of a guardrail evaluation.
GuardrailResult(boolean, double, String) - Constructor for record class com.tnsai.quality.tracing.guardrail.GuardrailResult: Creates an instance of a GuardrailResult record class.

H

hadFindings() - Method in record class com.tnsai.quality.redaction.RedactionResult: true when the redactor matched at least one pattern.
HARASSMENT - Enum constant in enum class com.tnsai.quality.security.moderation.ModerationResult.Category: Harassment and bullying
HARD_STOP - Enum constant in enum class com.tnsai.quality.cost.BudgetPolicy: Block any new LLM call that would push the period spend over budget.
hardcodedSecrets() - Static method in class com.tnsai.quality.security.harness.BuiltInMatchers: CWE-798 — Hardcoded credentials (API keys, tokens, passwords).
HARMFUL_CONTENT - Enum constant in enum class com.tnsai.quality.security.llm.InjectionDetectionResult.InjectionType: Harmful content generation
hasAllowPatterns() - Method in class com.tnsai.quality.security.ToolFilter: Returns true if this filter has any allow patterns configured.
hasCurrentStateCondition() - Method in class com.tnsai.invariants.rules.ConditionalRule
hasDeadlock() - Method in class com.tnsai.quality.observability.health.ResourceHealthIndicator: Checks if there are any deadlocked threads.
hasDenyPatterns() - Method in class com.tnsai.quality.security.ToolFilter: Returns true if this filter has any deny patterns configured.
hasDescription() - Method in class com.tnsai.invariants.rules.ConditionalRule
hasDetections() - Method in record class com.tnsai.quality.security.SecretFilter.ScrubResult: Returns true if any secrets were detected and scrubbed.
hasFieldErrors(String) - Method in class com.tnsai.quality.security.validation.ValidationResult: Checks if a specific field has errors.
hasFullConsensus() - Method in class com.tnsai.quality.validation.parallel.ValidationResult: Whether all agents agree on the core response.
hashCode() - Method in record class com.tnsai.invariants.InvariantExpression.And: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.invariants.InvariantExpression.Comparison: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.invariants.InvariantExpression.FieldRef: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.invariants.InvariantExpression.Literal: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.invariants.InvariantExpression.MethodCall: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.invariants.InvariantExpression.Not: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.invariants.InvariantExpression.Or: Returns a hash code value for this object.
hashCode() - Method in class com.tnsai.invariants.rules.ConditionalRule
hashCode() - Method in record class com.tnsai.quality.cost.BudgetState: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.cost.CostBudget: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.cost.CostScope: Returns a hash code value for this object.
hashCode() - Method in class com.tnsai.quality.observability.health.HealthCheckResult
hashCode() - Method in record class com.tnsai.quality.redaction.RedactionAuditEvent: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.redaction.RedactionContext: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.redaction.RedactionFinding: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.redaction.RedactionPattern: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.redaction.RedactionResult: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Rule: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.sampling.SamplingDecision.Capture: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.sampling.SamplingDecision.CaptureDownsampled: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.sampling.SamplingDecision.Drop: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.sampling.SamplingInput: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.sandbox.Command: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.sandbox.FsMount: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.sandbox.NetPolicy.AllowList: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.sandbox.NetPolicy.DenyAll: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.sandbox.NetPolicy.Inherit: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.sandbox.ResourceLimits: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.sandbox.ResourceUsage: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.sandbox.SandboxExecutionEvent: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.sandbox.SandboxResult: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.sandbox.SandboxSpec: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.security.DestructiveCommandDetector.DestructivePattern: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.security.harness.AgentRun: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.security.harness.FileRecord: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.security.harness.MatcherSpi.Hit: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.security.harness.PipelineContext: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.security.harness.PipelineStateStore.RunMetadata: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.security.harness.ReviewAgentSpi.ReviewContext: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.security.harness.ReviewFinding: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.security.harness.StageResult: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.security.SecretFilter.ScrubResult: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.security.SecretPattern: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.slo.BurnRateConfig: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.slo.BurnRateMetric: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.slo.DegradationPolicy.DisableFeature: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.slo.DegradationPolicy.NoDegradation: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.slo.DegradationPolicy.RefuseNewWork: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.slo.DegradationPolicy.RouteToFallback: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.slo.DegradationPolicy.ShedLowPriorityLoad: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.slo.EventScope: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.slo.InMemorySLOEvaluator.Attempt: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.slo.SLODefinition: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.slo.SLOScope.ForAgent: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.slo.SLOScope.ForCapability: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.slo.SLOScope.ForTenant: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.slo.SLOScope.Global: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.slo.SLOState: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.slo.Target: Returns a hash code value for this object.
hashCode() - Method in class com.tnsai.quality.tracing.AgentTrace
hashCode() - Method in record class com.tnsai.quality.tracing.guardrail.GuardrailResult: Returns a hash code value for this object.
hashCode() - Method in class com.tnsai.quality.tracing.Observation
hashCode() - Method in record class com.tnsai.quality.tracing.Score: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.quality.validation.parallel.ValidationResult.Divergence: Returns a hash code value for this object.
hasPermission(String, String) - Method in class com.tnsai.quality.security.DefaultPermissionProvider
hasRules() - Method in class com.tnsai.invariants.rules.RuleEngine: Checks if any rules are defined.
hasTheme(String) - Static method in class com.tnsai.quality.observability.theme.LogThemes: Checks if a theme is registered.
hasWarning() - Method in class com.tnsai.quality.security.moderation.ModerationResult: Checks if content has warnings.
HATE - Enum constant in enum class com.tnsai.quality.security.moderation.ModerationResult.Category: Hate speech and discrimination
HeadBasedSamplingPolicy - Class in com.tnsai.quality.sampling: Coin-flip-per-event sampling at a fixed rate (issue #82).
HeadBasedSamplingPolicy(double) - Constructor for class com.tnsai.quality.sampling.HeadBasedSamplingPolicy
HealthCheckResult - Class in com.tnsai.quality.observability.health: Result of a health check operation.
HealthIndicator - Interface in com.tnsai.quality.observability.health: Interface for components that can report their health status.
HealthRegistry - Class in com.tnsai.quality.observability.health: Central registry for health indicators with aggregation support.
HealthRegistry(Duration) - Constructor for class com.tnsai.quality.observability.health.HealthRegistry: Creates a new health registry with a custom timeout.
HealthStatus - Enum Class in com.tnsai.quality.observability.health: Represents the health status of a component.
HEALTHY - Enum constant in enum class com.tnsai.quality.cost.BudgetState.Status: Spend is below 80% of the cap.
HEALTHY - Enum constant in enum class com.tnsai.quality.slo.SLOStatus: Compliance is comfortably above target; no burn-rate alerts firing.
HEURISTIC - Enum constant in enum class com.tnsai.quality.tracing.ScoreSource
HIDDEN_INSTRUCTION - Enum constant in enum class com.tnsai.quality.security.llm.InjectionDetectionResult.InjectionType: Hidden instruction techniques — zero-width characters, display:none HTML, off-screen positioning, white-on-white text.
HIGH - Enum constant in enum class com.tnsai.quality.redaction.Severity: Credential / token (API key, JWT, AWS access key).
HIGH - Enum constant in enum class com.tnsai.quality.security.DestructiveCommandDetector.Severity: Likely permanent local damage (git reset --hard, rm -rf in user dir).
HIGH - Enum constant in enum class com.tnsai.quality.security.harness.Severity: Exploitable in common conditions; needs prompt attention.
HIGH - Enum constant in enum class com.tnsai.quality.security.llm.InjectionDetectionResult.ConfidenceLevel: High confidence (0.6 - 0.8)
highestSeverity() - Method in record class com.tnsai.quality.redaction.RedactionAuditEvent: Returns the value of the highestSeverity record component.
Hit(int, int, String) - Constructor for record class com.tnsai.quality.security.harness.MatcherSpi.Hit: Creates an instance of a Hit record class.
hookCount() - Method in class com.tnsai.eval.hooks.EvalHookManager: Gets the number of registered hooks.
hostPath() - Method in record class com.tnsai.quality.sandbox.FsMount: Returns the value of the hostPath record component.
hosts() - Method in record class com.tnsai.quality.sandbox.NetPolicy.AllowList: Returns the value of the hosts record component.
How it works - Search tag in class com.tnsai.quality.slo.InMemorySLOEvaluator: Section
HUMAN - Enum constant in enum class com.tnsai.quality.tracing.ScoreSource

I

IBAN - Static variable in class com.tnsai.quality.redaction.RedactionPatterns
id() - Method in class com.tnsai.quality.sandbox.ContainerSandboxFactory
id() - Method in class com.tnsai.quality.sandbox.ProcessSandboxFactory
id() - Method in interface com.tnsai.quality.sandbox.SandboxFactory: Stable backend identifier ("process", "container", "wasm", "firecracker", …).
id() - Method in class com.tnsai.quality.sandbox.WasmSandboxFactory
id() - Method in class com.tnsai.quality.security.harness.EnrichStage
id() - Method in class com.tnsai.quality.security.harness.ExportStage
id() - Method in interface com.tnsai.quality.security.harness.MatcherSpi: Stable id, e.g.
id() - Method in interface com.tnsai.quality.security.harness.PipelineStage: Stable id, e.g.
id() - Method in class com.tnsai.quality.security.harness.ProcessStage
id() - Method in class com.tnsai.quality.security.harness.RegexMatcher
id() - Method in class com.tnsai.quality.security.harness.RevalidateStage
id() - Method in class com.tnsai.quality.security.harness.ReviewAgent
id() - Method in interface com.tnsai.quality.security.harness.ReviewAgentSpi: Stable id, e.g.
id() - Method in record class com.tnsai.quality.security.harness.ReviewFinding: Returns the value of the id record component.
id() - Method in class com.tnsai.quality.security.harness.ScanStage
id() - Method in record class com.tnsai.quality.slo.SLODefinition: Returns the value of the id record component.
id() - Method in class com.tnsai.quality.tracing.AgentTrace
id() - Method in class com.tnsai.quality.tracing.Observation.Builder: Returns the id that will be used for this observation (available before build).
id() - Method in class com.tnsai.quality.tracing.Observation
Idempotency - Search tag in class com.tnsai.quality.redaction.PatternRedactor: Section
idle() - Static method in record class com.tnsai.quality.slo.BurnRateMetric: Convenience: zero-rate sample (start of window, no events yet).
ILLEGAL - Enum constant in enum class com.tnsai.quality.security.moderation.ModerationResult.Category: Illegal activities
image() - Method in record class com.tnsai.quality.sandbox.SandboxExecutionEvent: Returns the value of the image record component.
image() - Method in record class com.tnsai.quality.sandbox.SandboxSpec: Returns the value of the image record component.
image(String) - Method in class com.tnsai.quality.sandbox.SandboxSpec.Builder
Implementation Types - Search tag in interface com.tnsai.quality.security.moderation.ContentModerator: Section
increment(String) - Method in class com.tnsai.quality.observability.Metrics: Increments a counter by 1.
increment(String) - Method in class com.tnsai.quality.observability.OpenTelemetryMetrics: Increments a counter by 1.
increment(String, long) - Method in class com.tnsai.quality.observability.Metrics: Increments a counter by a specified amount.
increment(String, long) - Method in class com.tnsai.quality.observability.OpenTelemetryMetrics: Increments a counter by a specified amount.
incrementWithAttributes(String, long, Map<String, String>) - Method in class com.tnsai.quality.observability.OpenTelemetryMetrics: Increments a counter with attributes.
incrementWithAttributes(String, Map<String, String>) - Method in class com.tnsai.quality.observability.OpenTelemetryMetrics: Increments a counter with attributes.
info(String) - Method in class com.tnsai.quality.observability.AgentLogger: Creates an info log entry.
info(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs info message.
INFO - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
INFO - Enum constant in enum class com.tnsai.quality.redaction.LoggingRedactionAuditListener.Level
INFO - Enum constant in enum class com.tnsai.quality.security.harness.Severity: Not a vulnerability; informational signal (e.g. style notice).
infoDebugRate() - Method in class com.tnsai.quality.sampling.ErrorAlwaysPolicy
inherit() - Static method in interface com.tnsai.quality.sandbox.NetPolicy: Sandbox inherits the host's network.
Inherit() - Constructor for record class com.tnsai.quality.sandbox.NetPolicy.Inherit: Creates an instance of a Inherit record class.
init(String) - Method in class com.tnsai.quality.redaction.RedactingMemoryStore
initProject(String, Path) - Method in class com.tnsai.quality.security.harness.FileSystemPipelineStateStore
initProject(String, Path) - Method in interface com.tnsai.quality.security.harness.PipelineStateStore: Initialise (or open) project state under projectId.
InjectionDetectionResult - Class in com.tnsai.quality.security.llm: Result of prompt injection detection.
InjectionDetectionResult.Builder - Class in com.tnsai.quality.security.llm: Builder for InjectionDetectionResult.
InjectionDetectionResult.ConfidenceLevel - Enum Class in com.tnsai.quality.security.llm: Confidence level of detection.
InjectionDetectionResult.InjectionType - Enum Class in com.tnsai.quality.security.llm: Type of injection detected.
InMemoryAuditStore - Class in com.tnsai.quality.security.audit: In-memory audit store for testing and development.
InMemoryAuditStore() - Constructor for class com.tnsai.quality.security.audit.InMemoryAuditStore
InMemoryCostBudgetStore - Class in com.tnsai.quality.cost: Process-local CostBudgetStore (issue #82).
InMemoryCostBudgetStore(Duration) - Constructor for class com.tnsai.quality.cost.InMemoryCostBudgetStore
InMemorySLOEvaluator - Class in com.tnsai.quality.slo: Process-local SLOEvaluator that holds attempt records in an in-memory rolling buffer (issue #92).
InMemorySLOEvaluator(Duration) - Constructor for class com.tnsai.quality.slo.InMemorySLOEvaluator
InMemorySLOEvaluator.Attempt - Record Class in com.tnsai.quality.slo: One observed attempt feeding the SLO calculation.
input() - Method in class com.tnsai.quality.tracing.Observation
input(String) - Method in class com.tnsai.quality.tracing.Observation.Builder
inputHash() - Method in record class com.tnsai.quality.security.harness.AgentRun: Returns the value of the inputHash record component.
inputTokens() - Method in class com.tnsai.quality.tracing.Observation
inputTokens(int) - Method in class com.tnsai.quality.tracing.Observation.Builder
INSTANCE - Static variable in class com.tnsai.quality.sampling.AlwaysCapturePolicy
INSTANCE - Static variable in record class com.tnsai.quality.sampling.SamplingDecision.Capture
INSTANCE - Static variable in record class com.tnsai.quality.sampling.SamplingDecision.Drop
INSTRUCTION_BYPASS - Enum constant in enum class com.tnsai.quality.security.llm.InjectionDetectionResult.InjectionType: Attempt to ignore instructions
invalid(String) - Static method in class com.tnsai.quality.security.validation.ValidationResult: Returns a failed validation result with a single error.
invalid(List<String>) - Static method in class com.tnsai.quality.security.validation.ValidationResult: Returns a failed validation result with multiple errors.
invalidFields(Map<String, List<String>>) - Static method in class com.tnsai.quality.security.validation.ValidationResult: Returns a failed validation result with field-specific errors.
InvariantChecker - Class in com.tnsai.invariants: Runtime invariant checker for TnsAI roles.
InvariantChecker(Object) - Constructor for class com.tnsai.invariants.InvariantChecker: Creates a checker for the given target object.
InvariantChecker(Object, boolean) - Constructor for class com.tnsai.invariants.InvariantChecker: Creates a checker for the given target object.
InvariantEvaluationException(String) - Constructor for exception class com.tnsai.invariants.InvariantEvaluator.InvariantEvaluationException
InvariantEvaluationException(String, Throwable) - Constructor for exception class com.tnsai.invariants.InvariantEvaluator.InvariantEvaluationException
InvariantEvaluator - Class in com.tnsai.invariants: Evaluates InvariantExpression against a target object.
InvariantEvaluator(Object) - Constructor for class com.tnsai.invariants.InvariantEvaluator: Creates an evaluator for the given target object.
InvariantEvaluator.InvariantEvaluationException - Exception Class in com.tnsai.invariants: Exception thrown when evaluation fails.
InvariantExpression - Interface in com.tnsai.invariants: Represents a parsed invariant expression.
InvariantExpression.And - Record Class in com.tnsai.invariants: Logical AND (invalid input: '&'invalid input: '&').
InvariantExpression.Comparison - Record Class in com.tnsai.invariants: Binary comparison (==, !
InvariantExpression.ComparisonOp - Enum Class in com.tnsai.invariants: Comparison operators.
InvariantExpression.FieldRef - Record Class in com.tnsai.invariants: Field reference (e.g., "state", "numberOfLiveNeighbors").
InvariantExpression.Literal - Record Class in com.tnsai.invariants: Literal value (number, string, boolean, enum).
InvariantExpression.MethodCall - Record Class in com.tnsai.invariants: Method call (e.g., "isEmpty()").
InvariantExpression.Not - Record Class in com.tnsai.invariants: Logical NOT (!).
InvariantExpression.Or - Record Class in com.tnsai.invariants: Logical OR (||).
InvariantParseException(String) - Constructor for exception class com.tnsai.invariants.InvariantParser.InvariantParseException
InvariantParser - Class in com.tnsai.invariants: Parses invariant strings into InvariantExpression AST.
InvariantParser() - Constructor for class com.tnsai.invariants.InvariantParser
InvariantParser.InvariantParseException - Exception Class in com.tnsai.invariants: Exception thrown when parsing fails.
IPV4 - Static variable in class com.tnsai.quality.redaction.RedactionPatterns
isAllowed() - Method in class com.tnsai.quality.security.moderation.ModerationResult: Checks if content is allowed.
isAllowed(String) - Method in class com.tnsai.quality.security.ToolFilter: Checks if a tool is allowed by this filter.
isAllowed(String) - Method in class com.tnsai.quality.security.ToolPermissionManager: Checks if tool execution is allowed (not DENY).
isAllowed(String, Map<String, Object>) - Method in class com.tnsai.quality.security.DestructiveCommandDetector
isAutoExecute() - Method in enum class com.tnsai.quality.security.PermissionLevel: Returns true if this level auto-executes without confirmation.
isBlocked() - Method in class com.tnsai.quality.security.moderation.ModerationResult: Checks if content is blocked.
isCanonical(String) - Static method in class com.tnsai.quality.observability.SpanNaming: Returns true if name matches the canonical form tnsai.<segment>.<segment>[.<segment>...].
isConditionalRule(String) - Method in class com.tnsai.invariants.rules.RuleParser: Checks if a string looks like a conditional rule.
isCritical() - Method in record class com.tnsai.quality.redaction.RedactionAuditEvent: Severity-tier shorthand — handy for if (event.isCritical()) gates that decide whether to fire the OnNotification hook.
isDebugEnabled() - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Checks if debug logging is enabled.
isDenied(String) - Method in class com.tnsai.quality.security.ToolFilter: Checks if a tool is denied by this filter.
isEnabled() - Method in class com.tnsai.eval.hooks.EvalHookManager: Checks if hooks are enabled.
isEnabled() - Method in class com.tnsai.quality.observability.TnsAITelemetry: Returns whether telemetry is enabled.
isEnabled() - Method in interface com.tnsai.quality.security.moderation.ContentModerator: Checks if this moderator is enabled.
isEnabled(EventLevel) - Method in class com.tnsai.quality.ratelimit.RateLimitedAgentEventPublisher
isEnabled(EventLevel) - Method in class com.tnsai.quality.redaction.RedactingAgentEventPublisher
isEnabled(EventLevel) - Method in class com.tnsai.quality.sampling.SamplingAgentEventPublisher
isExhausted() - Method in record class com.tnsai.quality.cost.BudgetState: Budget is exhausted — at or over the cap.
isFlagged(ModerationResult.Category) - Method in class com.tnsai.quality.security.moderation.ModerationResult: Checks if a category was flagged.
isHealthy() - Method in class com.tnsai.quality.observability.health.HealthCheckResult: Checks if the component is healthy (UP or DEGRADED).
isInjectionDetected() - Method in class com.tnsai.quality.security.llm.InjectionDetectionResult: Checks if injection was detected.
isOperational() - Method in enum class com.tnsai.quality.observability.health.HealthStatus: Checks if the status indicates the component is operational.
isRoot() - Method in class com.tnsai.quality.observability.TraceContext: Checks if this is a root span (no parent).
isRunning() - Method in class com.tnsai.quality.observability.PrometheusMetricsExporter: Checks if the exporter is running.
isSafe(String) - Method in class com.tnsai.quality.security.llm.PromptInjectionDetector: Checks input and returns true if safe.
isStateTransitionRule() - Method in class com.tnsai.invariants.rules.ConditionalRule: Checks if this is a state transition rule (effect is an enum-like value).
isSuccessful() - Method in class com.tnsai.quality.validation.parallel.AgentResponse
isUnchangedRule() - Method in class com.tnsai.invariants.rules.ConditionalRule: Checks if this rule represents "no change" (e.g., "unchanged").
isValid() - Method in class com.tnsai.quality.security.validation.ValidationResult: Checks if validation passed.
ivLengthBytes(int) - Method in class com.tnsai.quality.security.EncryptionConfig.Builder: Sets the IV length in bytes (default: 12).

J

JAILBREAK - Enum constant in enum class com.tnsai.quality.security.llm.InjectionDetectionResult.InjectionType: Jailbreak attempt
JSON - Enum constant in enum class com.tnsai.quality.security.harness.ExportFormat: Verbose JSON — TnsAI's own canonical shape; useful for tooling.
JWT - Static variable in class com.tnsai.quality.redaction.RedactionPatterns

K

key(byte[]) - Method in class com.tnsai.quality.security.EncryptionConfig.Builder: Sets the secret key from raw bytes.
key(String) - Method in class com.tnsai.quality.security.EncryptionConfig.Builder: Sets the secret key from Base64-encoded string.
key(SecretKey) - Method in class com.tnsai.quality.security.EncryptionConfig.Builder: Sets the secret key.
KEY_SIZE_BITS - Static variable in class com.tnsai.quality.security.EncryptionConfig

L

label() - Method in record class com.tnsai.quality.tracing.Score: Returns the value of the label record component.
LabelCardinalityGuard - Class in com.tnsai.quality.observability: Bounds the number of distinct values a Prometheus label can take.
LabelCardinalityGuard.Builder - Class in com.tnsai.quality.observability: Builder.
latency(double, double) - Static method in record class com.tnsai.quality.slo.Target: Convenience for latency targets — percentile floor + ms ceiling.
LATENCY - Enum constant in enum class com.tnsai.quality.slo.SLOType: Fraction of attempts whose latency falls under Target.latencyThresholdMs.
latencyMs() - Method in record class com.tnsai.quality.slo.InMemorySLOEvaluator.Attempt: Returns the value of the latencyMs record component.
latencyThresholdMs() - Method in record class com.tnsai.quality.slo.Target: Returns the value of the latencyThresholdMs record component.
LE - Enum constant in enum class com.tnsai.invariants.InvariantExpression.ComparisonOp
LE - Enum constant in enum class com.tnsai.quality.slo.Target.Comparison: Observed must be less-or-equal (error rate, cost).
left() - Method in record class com.tnsai.invariants.InvariantExpression.And: Returns the value of the left record component.
left() - Method in record class com.tnsai.invariants.InvariantExpression.Comparison: Returns the value of the left record component.
left() - Method in record class com.tnsai.invariants.InvariantExpression.Or: Returns the value of the left record component.
length() - Method in record class com.tnsai.quality.redaction.RedactionFinding: Length of the matched span in the original input.
level() - Method in record class com.tnsai.quality.sampling.SamplingInput: Returns the value of the level record component.
Lifecycle - Search tag in interface com.tnsai.quality.sandbox.Sandbox: Section
Lifetime - Search tag in class com.tnsai.quality.sandbox.ContainerSandbox: Section
listFiles() - Method in class com.tnsai.quality.security.harness.FileSystemPipelineStateStore
listFiles() - Method in interface com.tnsai.quality.security.harness.PipelineStateStore: All records currently stored for the project, in deterministic order.
listRuns(String) - Method in class com.tnsai.quality.security.harness.FileSystemPipelineStateStore
listRuns(String) - Method in interface com.tnsai.quality.security.harness.PipelineStateStore: All run-log entries for stage, oldest first.
listThemes() - Static method in class com.tnsai.quality.observability.theme.LogThemes: Lists all registered theme names.
Literal(Object) - Constructor for record class com.tnsai.invariants.InvariantExpression.Literal: Creates an instance of a Literal record class.
LLM_CALL - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
LLM_CALLS_FAILED - Static variable in class com.tnsai.quality.observability.Metrics: Counter: LLM call errors
LLM_CALLS_TOTAL - Static variable in class com.tnsai.quality.observability.Metrics: Counter: Total LLM calls
LLM_COMPLETION_TOKENS - Static variable in class com.tnsai.quality.observability.Metrics: Counter: Total completion tokens
LLM_ERROR - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
LLM_LATENCY - Static variable in class com.tnsai.quality.observability.Metrics: Histogram: LLM call latency in ms
LLM_PROMPT - Enum constant in enum class com.tnsai.quality.redaction.RedactionScope: User / system prompt body sent to an LLM.
LLM_PROMPT_TOKENS - Static variable in class com.tnsai.quality.observability.Metrics: Counter: Total prompt tokens
LLM_RESPONSE - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
LLM_RESPONSE - Enum constant in enum class com.tnsai.quality.redaction.RedactionScope: LLM completion text returned by the provider.
llmCall(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs LLM call.
llmError(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs LLM error.
llmError(String, Throwable) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs LLM error with exception.
LLMHealthIndicator - Class in com.tnsai.quality.observability.health: Health indicator for LLM providers.
LLMHealthIndicator(LLMClient, String) - Constructor for class com.tnsai.quality.observability.health.LLMHealthIndicator: Creates an LLM health indicator without ping.
LLMHealthIndicator(LLMClient, String, boolean) - Constructor for class com.tnsai.quality.observability.health.LLMHealthIndicator: Creates an LLM health indicator.
LLMHealthIndicator(LLMClient, String, boolean, double, double) - Constructor for class com.tnsai.quality.observability.health.LLMHealthIndicator: Creates an LLM health indicator with custom thresholds.
LLMHealthIndicator.Builder - Class in com.tnsai.quality.observability.health: Builder for LLMHealthIndicator.
LlmInstrumentation - Class in com.tnsai.quality.observability: OpenTelemetry instrumentation for LLM calls following semantic conventions.
LlmInstrumentation(Tracer) - Constructor for class com.tnsai.quality.observability.LlmInstrumentation: Creates a new LlmInstrumentation with the given Tracer.
LlmInstrumentation.LlmSpanBuilder - Class in com.tnsai.quality.observability: Builder for creating LLM spans with full configuration.
llmPrompt(EventContext) - Static method in record class com.tnsai.quality.redaction.RedactionContext: Convenience: context for an RedactionScope.LLM_PROMPT call with default policy.
llmResponse(EventContext) - Static method in record class com.tnsai.quality.redaction.RedactionContext: Convenience: context for an RedactionScope.LLM_RESPONSE call with default policy.
llmResponse(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs LLM response.
llms(List<LLMClient>) - Method in class com.tnsai.quality.validation.parallel.ParallelValidationExecutor.Builder: Adds multiple LLM clients to the validation pool.
LLM-Specific Metrics - Search tag in class com.tnsai.quality.observability.OpenTelemetryMetrics: Section
log() - Method in class com.tnsai.quality.observability.AgentLogger.LogEntry: Logs the entry.
LOG_ATTR - Enum constant in enum class com.tnsai.quality.redaction.RedactionScope: Generic structured-log attribute on an AgentEventPublisher sink.
logActionComplete(String, long, boolean) - Method in class com.tnsai.quality.observability.AgentLogger: Logs action completion.
logActionError(String, Throwable) - Method in class com.tnsai.quality.observability.AgentLogger: Logs action failure.
logActionStart(String, Map<String, Object>) - Method in class com.tnsai.quality.observability.AgentLogger: Logs action start.
logAttr(EventContext) - Static method in record class com.tnsai.quality.redaction.RedactionContext: Convenience: context for a RedactionScope.LOG_ATTR call with default policy.
LogEvent - Enum Class in com.tnsai.quality.observability.theme: Types of log events that can be themed.
LoggingRedactionAuditListener - Class in com.tnsai.quality.redaction: SLF4J-backed RedactionAuditListener — emits one structured log line per audit event (issue #80).
LoggingRedactionAuditListener(LoggingRedactionAuditListener.Level) - Constructor for class com.tnsai.quality.redaction.LoggingRedactionAuditListener
LoggingRedactionAuditListener.Level - Enum Class in com.tnsai.quality.redaction: Log levels supported by the listener — mirrors Logger's standard levels minus ERROR (audit success isn't an error).
logLLMCall(String, int, long) - Method in class com.tnsai.quality.observability.AgentLogger: Logs LLM call.
logShutdown() - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs shutdown message if theme has one.
logStartup() - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs startup message if theme has one.
LogTheme - Interface in com.tnsai.quality.observability.theme: Interface for themed log message formatting.
LogThemes - Class in com.tnsai.quality.observability.theme: Built-in log themes for fun developer experience.
longWindow() - Method in record class com.tnsai.quality.slo.BurnRateConfig: Returns the value of the longWindow record component.
longWindowBurnRate() - Method in record class com.tnsai.quality.slo.BurnRateConfig: Returns the value of the longWindowBurnRate record component.
longWindowRate() - Method in record class com.tnsai.quality.slo.BurnRateMetric: Returns the value of the longWindowRate record component.
LOTR - Static variable in class com.tnsai.quality.observability.theme.LogThemes: Lord of the Rings themed logging.
LOW - Enum constant in enum class com.tnsai.quality.redaction.Severity: Cosmetic / low-risk (IP addresses, generic identifiers).
LOW - Enum constant in enum class com.tnsai.quality.security.DestructiveCommandDetector.Severity: Recoverable nuisance (chmod 777).
LOW - Enum constant in enum class com.tnsai.quality.security.harness.Severity: Theoretical or low-impact concern.
LOW - Enum constant in enum class com.tnsai.quality.security.llm.InjectionDetectionResult.ConfidenceLevel: Low confidence (0.0 - 0.3)
LT - Enum constant in enum class com.tnsai.invariants.InvariantExpression.ComparisonOp

M

MARKDOWN - Enum constant in enum class com.tnsai.quality.security.harness.ExportFormat: Markdown bundle — one file per finding, plus an index.
maskForLogging(ActionMetadata, Role, Map<String, Object>) - Method in class com.tnsai.quality.security.SecurityEnforcer: Masks sensitive fields in parameters for logging.
matcher() - Method in class com.tnsai.quality.cost.CostBudgetEnforcer
matcher() - Method in record class com.tnsai.quality.security.harness.ReviewFinding: Returns the value of the matcher record component.
matcher(MatcherSpi) - Method in class com.tnsai.quality.security.harness.CodeReviewPipeline.Builder: Register a matcher.
matchers() - Method in record class com.tnsai.quality.security.harness.PipelineContext: Returns the value of the matchers record component.
MatcherSpi - Interface in com.tnsai.quality.security.harness: SPI for static vulnerability matchers — regex / AST / dependency-version checks that pre-filter files for the agent stage (TNS-291).
MatcherSpi.Hit - Record Class in com.tnsai.quality.security.harness: One location matched by a MatcherSpi.
matches(EventScope) - Method in record class com.tnsai.quality.slo.SLOScope.ForAgent
matches(EventScope) - Method in record class com.tnsai.quality.slo.SLOScope.ForCapability
matches(EventScope) - Method in record class com.tnsai.quality.slo.SLOScope.ForTenant
matches(EventScope) - Method in record class com.tnsai.quality.slo.SLOScope.Global
matches(EventScope) - Method in interface com.tnsai.quality.slo.SLOScope: Returns true if attempt (an event-level scope description) falls within this SLO's scope.
MATRIX - Static variable in class com.tnsai.quality.observability.theme.LogThemes: Matrix themed logging.
maxArraySize(int) - Method in class com.tnsai.quality.security.validation.ValidationService.Builder: Sets maximum array size.
maxBatchSize(int) - Method in class com.tnsai.quality.observability.TnsAITelemetry.Builder: Sets the max batch size for span export.
maxDistinct(int) - Method in class com.tnsai.quality.observability.LabelCardinalityGuard.Builder
maxLatencyMs(double) - Method in class com.tnsai.quality.observability.health.LLMHealthIndicator.Builder
maxNestingDepth(int) - Method in class com.tnsai.quality.security.validation.ValidationService.Builder: Sets maximum nesting depth.
maxOutputBytes() - Method in record class com.tnsai.quality.sandbox.ResourceLimits: Returns the value of the maxOutputBytes record component.
maxParameterCount(int) - Method in class com.tnsai.quality.security.validation.ValidationService.Builder: Sets maximum parameter count.
maxProcesses() - Method in record class com.tnsai.quality.sandbox.ResourceLimits: Returns the value of the maxProcesses record component.
maxQueueSize(int) - Method in class com.tnsai.quality.observability.TnsAITelemetry.Builder: Sets the max queue size for span batching.
maxStringLength(int) - Method in class com.tnsai.quality.security.validation.ValidationService.Builder: Sets maximum string length.
maxTokens(int) - Method in class com.tnsai.quality.observability.LlmInstrumentation.LlmSpanBuilder
maybeContainsSensitive(String) - Method in class com.tnsai.quality.redaction.AuditingRedactor
maybeContainsSensitive(String) - Method in class com.tnsai.quality.redaction.CompositeRedactor
maybeContainsSensitive(String) - Method in class com.tnsai.quality.redaction.PatternRedactor
maybeContainsSensitive(String) - Method in interface com.tnsai.quality.redaction.Redactor: Cheap pre-check: returns true when input might contain something worth scanning.
maybeContainsSensitive(String) - Method in class com.tnsai.quality.redaction.TenantPolicyRedactor
MEDIUM - Enum constant in enum class com.tnsai.quality.redaction.Severity: Identifying but not sensitive (email, phone, IBAN).
MEDIUM - Enum constant in enum class com.tnsai.quality.security.DestructiveCommandDetector.Severity: Significant data loss possible (force kill broadcast).
MEDIUM - Enum constant in enum class com.tnsai.quality.security.harness.Severity: Real but bounded — exploitable under specific conditions.
MEDIUM - Enum constant in enum class com.tnsai.quality.security.llm.InjectionDetectionResult.ConfidenceLevel: Medium confidence (0.3 - 0.6)
MEMORY_WRITE - Enum constant in enum class com.tnsai.quality.redaction.RedactionScope: Memory write — content persisted across turns / sessions.
memoryMb() - Method in record class com.tnsai.quality.sandbox.ResourceLimits: Returns the value of the memoryMb record component.
merge(ValidationResult) - Method in class com.tnsai.quality.security.validation.ValidationResult: Merges this result with another.
MESSAGE_RECEIVED - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
MESSAGE_SENT - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
messageLength(int) - Method in class com.tnsai.quality.observability.LlmInstrumentation.LlmSpanBuilder
messageReceived(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs message received.
MESSAGES_RECEIVED - Static variable in class com.tnsai.quality.observability.Metrics: Counter: Messages received
MESSAGES_SENT - Static variable in class com.tnsai.quality.observability.Metrics: Counter: Messages sent
messageSent(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs message sent.
metadata() - Method in record class com.tnsai.quality.security.harness.FileRecord: Returns the value of the metadata record component.
metadata() - Method in record class com.tnsai.quality.security.harness.ReviewFinding: Returns the value of the metadata record component.
metadata() - Method in class com.tnsai.quality.tracing.AgentTrace
metadata() - Method in class com.tnsai.quality.tracing.Observation
metadata(Map<String, String>) - Method in class com.tnsai.quality.tracing.AgentTrace.Builder
metadata(Map<String, String>) - Method in class com.tnsai.quality.tracing.Observation.Builder
meter(Meter) - Method in class com.tnsai.quality.observability.otlp.OtlpLLMCallExporter.Builder
MethodCall(InvariantExpression, String, List<InvariantExpression>) - Constructor for record class com.tnsai.invariants.InvariantExpression.MethodCall: Creates an instance of a MethodCall record class.
methodName() - Method in record class com.tnsai.invariants.InvariantExpression.MethodCall: Returns the value of the methodName record component.
metricExportIntervalSeconds(int) - Method in class com.tnsai.quality.observability.TnsAITelemetry.Builder: Sets the metric export interval in seconds.
metrics() - Method in record class com.tnsai.quality.security.harness.StageResult: Returns the value of the metrics record component.
metrics(ValidationMetrics) - Method in class com.tnsai.quality.validation.parallel.ValidationResult.Builder
Metrics - Class in com.tnsai.quality.observability: Simple metrics collection for agent operations.
minimal() - Static method in record class com.tnsai.quality.sandbox.ResourceLimits: Tight budget for short, low-cost executions (e.g. policy checks, regex evaluation).
minLevel() - Method in record class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Rule: Returns the value of the minLevel record component.
minSuccessRate(double) - Method in class com.tnsai.quality.observability.health.LLMHealthIndicator.Builder
mitigation() - Method in record class com.tnsai.quality.security.harness.ReviewFinding: Returns the value of the mitigation record component.
model() - Method in class com.tnsai.quality.tracing.Observation
model(String) - Method in class com.tnsai.quality.tracing.Observation.Builder
MODEL - Enum constant in enum class com.tnsai.quality.tracing.ScoreSource
modelName(String) - Method in class com.tnsai.quality.validation.parallel.AgentResponse.Builder
Moderation Categories - Search tag in class com.tnsai.quality.security.moderation.ModerationResult: Section
Moderation Points - Search tag in interface com.tnsai.quality.security.moderation.ContentModerator: Section
ModerationResult - Class in com.tnsai.quality.security.moderation: Result of content moderation check.
ModerationResult.Action - Enum Class in com.tnsai.quality.security.moderation: Action to take based on moderation.
ModerationResult.Builder - Class in com.tnsai.quality.security.moderation: Builder for ModerationResult.
ModerationResult.Category - Enum Class in com.tnsai.quality.security.moderation: Content categories for moderation.

N

name() - Method in record class com.tnsai.invariants.InvariantExpression.FieldRef: Returns the value of the name record component.
name() - Method in interface com.tnsai.quality.observability.theme.LogTheme: Theme name for configuration.
name() - Method in record class com.tnsai.quality.redaction.RedactionPattern: Returns the value of the name record component.
name() - Method in record class com.tnsai.quality.security.DestructiveCommandDetector.DestructivePattern: Returns the value of the name record component.
name() - Method in record class com.tnsai.quality.security.SecretPattern: Returns the value of the name record component.
name() - Method in record class com.tnsai.quality.slo.SLODefinition: Returns the value of the name record component.
name() - Method in interface com.tnsai.quality.tracing.guardrail.Guardrail: Returns the unique name of this guardrail.
name() - Method in class com.tnsai.quality.tracing.guardrail.PiiGuardrail
name() - Method in class com.tnsai.quality.tracing.Observation
name() - Method in record class com.tnsai.quality.tracing.Score: Returns the value of the name record component.
NE - Enum constant in enum class com.tnsai.invariants.InvariantExpression.ComparisonOp
NetPolicy - Interface in com.tnsai.quality.sandbox: Network access policy applied to a sandbox (TNS-296).
NetPolicy.AllowList - Record Class in com.tnsai.quality.sandbox: Allow only the listed hosts.
NetPolicy.DenyAll - Record Class in com.tnsai.quality.sandbox: No network access.
NetPolicy.Inherit - Record Class in com.tnsai.quality.sandbox: Sandbox inherits the host's network.
networkPolicy() - Method in record class com.tnsai.quality.sandbox.SandboxExecutionEvent: Returns the value of the networkPolicy record component.
networkPolicy() - Method in record class com.tnsai.quality.sandbox.SandboxSpec: Returns the value of the networkPolicy record component.
networkPolicy(NetPolicy) - Method in class com.tnsai.quality.sandbox.SandboxSpec.Builder
newTrace() - Static method in class com.tnsai.quality.observability.TraceContext: Creates a new root trace context.
newTrace(String) - Static method in class com.tnsai.quality.observability.TraceContext: Creates a new root trace context with an operation name.
noBuiltIn() - Method in class com.tnsai.quality.security.SecretFilter.Builder: Excludes all built-in patterns (custom-only mode).
NoDegradation() - Constructor for record class com.tnsai.quality.slo.DegradationPolicy.NoDegradation: Creates an instance of a NoDegradation record class.
noop() - Static method in interface com.tnsai.quality.redaction.RedactionAuditListener: No-op listener — used when audit emission is opt-out or when tests don't care about the audit channel.
noop() - Static method in interface com.tnsai.quality.sandbox.SandboxExecutionListener: No-op listener — used when observability is disabled.
normalise(String) - Method in class com.tnsai.quality.observability.LabelCardinalityGuard: Returns a safe label value for raw.
Not(InvariantExpression) - Constructor for record class com.tnsai.invariants.InvariantExpression.Not: Creates an instance of a Not record class.
numeric(String, double, ScoreSource) - Static method in record class com.tnsai.quality.tracing.Score: Creates a numeric score (0.0 to 1.0 range).
NUMERIC - Enum constant in enum class com.tnsai.quality.tracing.ScoreType

O

Observation - Class in com.tnsai.quality.tracing: A single observation within a trace.
Observation.Builder - Class in com.tnsai.quality.tracing
observationId() - Method in record class com.tnsai.quality.tracing.Score: Returns the value of the observationId record component.
observations() - Method in class com.tnsai.quality.tracing.AgentTrace: Returns an unmodifiable snapshot of current observations.
ObservationType - Enum Class in com.tnsai.quality.tracing: Types of observations within a trace.
ObservedSandbox - Class in com.tnsai.quality.sandbox: Decorator wrapping a Sandbox so every ObservedSandbox.execute(com.tnsai.quality.sandbox.Command) call also produces a SandboxExecutionEvent on the configured SandboxExecutionListener (TNS-296).
ObservedSandbox(Sandbox, SandboxExecutionListener, String) - Constructor for class com.tnsai.quality.sandbox.ObservedSandbox
of(double, long, long) - Static method in record class com.tnsai.quality.sandbox.ResourceLimits: Convenience for the common (cpu, mem, timeoutSec) shape.
of(double, Target.Comparison) - Static method in record class com.tnsai.quality.slo.Target: Convenience for availability / error-rate targets without a latency threshold.
of(HealthStatus, String) - Static method in class com.tnsai.quality.observability.health.HealthCheckResult: Creates a result with a specific status.
of(Redactor...) - Static method in class com.tnsai.quality.redaction.CompositeRedactor
of(String...) - Static method in record class com.tnsai.quality.sandbox.Command: Convenience for argv-only commands.
of(String, DestructiveCommandDetector.Severity, String) - Static method in record class com.tnsai.quality.security.DestructiveCommandDetector.DestructivePattern: Convenience factory that compiles regex with case-insensitive flag.
of(String, String) - Static method in class com.tnsai.quality.observability.SpanNaming: Builds a canonical name tnsai.<module>.<operation>.
of(String, String, Severity) - Static method in record class com.tnsai.quality.redaction.RedactionPattern: Convenience: pattern without a structural validator.
of(String, String, Severity, Predicate<String>) - Static method in record class com.tnsai.quality.redaction.RedactionPattern: Convenience: pattern with a custom validator.
of(String, String, String) - Static method in record class com.tnsai.quality.security.SecretPattern: Creates an enabled pattern.
of(String, BooleanSupplier) - Static method in interface com.tnsai.quality.observability.health.HealthIndicator: Creates a simple health indicator from a boolean supplier.
of(String, Supplier<HealthCheckResult>) - Static method in interface com.tnsai.quality.observability.health.HealthIndicator: Creates a health indicator from a supplier.
OFF_TOPIC - Enum constant in enum class com.tnsai.quality.security.moderation.ModerationResult.Category: Off-topic content
OK - Enum constant in enum class com.tnsai.quality.observability.TraceContext.SpanStatus
onExceed() - Method in record class com.tnsai.quality.cost.CostBudget: Returns the value of the onExceed record component.
onExecution(SandboxExecutionEvent) - Method in class com.tnsai.quality.sandbox.RecordingSandboxExecutionListener
onExecution(SandboxExecutionEvent) - Method in interface com.tnsai.quality.sandbox.SandboxExecutionListener
onRedaction(RedactionAuditEvent) - Method in class com.tnsai.quality.redaction.LoggingRedactionAuditListener
onRedaction(RedactionAuditEvent) - Method in interface com.tnsai.quality.redaction.RedactionAuditListener: Called once per scrub that produced at least one finding.
op() - Method in record class com.tnsai.invariants.InvariantExpression.Comparison: Returns the value of the op record component.
OPENAI_API_KEY - Static variable in class com.tnsai.quality.redaction.RedactionPatterns
OpenTelemetry Integration - Search tag in package com.tnsai.quality.observability: Section
OpenTelemetryMetrics - Class in com.tnsai.quality.observability: Bridge between TnsAI's Metrics and OpenTelemetry metrics.
OpenTelemetryMetrics(Meter) - Constructor for class com.tnsai.quality.observability.OpenTelemetryMetrics: Creates a new OpenTelemetryMetrics with the given Meter.
OpenTelemetryTracer - Class in com.tnsai.quality.observability: Bridge between TnsAI's TraceContext and OpenTelemetry tracing.
OpenTelemetryTracer(Tracer) - Constructor for class com.tnsai.quality.observability.OpenTelemetryTracer: Creates a new OpenTelemetryTracer with the given OTel Tracer.
OpenTelemetryTracer.SpanScope - Class in com.tnsai.quality.observability: A scope wrapper for OpenTelemetry spans that implements AutoCloseable.
operation(String) - Method in class com.tnsai.quality.observability.LlmInstrumentation.LlmSpanBuilder
Or(InvariantExpression, InvariantExpression) - Constructor for record class com.tnsai.invariants.InvariantExpression.Or: Creates an instance of a Or record class.
OTHER - Enum constant in enum class com.tnsai.quality.security.llm.ContextFileSource: Any other project-scoped file passed through the loader.
otlpEndpoint(String) - Method in class com.tnsai.quality.observability.TnsAITelemetry.Builder: Sets the OTLP exporter endpoint.
OtlpLLMCallExporter - Class in com.tnsai.quality.observability.otlp: LLMCallPublisher that exports each captured call as an OpenTelemetry span plus a triplet of GenAI metrics (token-usage counter, cost histogram, latency histogram).
OtlpLLMCallExporter(Tracer, Meter) - Constructor for class com.tnsai.quality.observability.otlp.OtlpLLMCallExporter: Build an exporter from a tracer + meter.
OtlpLLMCallExporter.Builder - Class in com.tnsai.quality.observability.otlp: Builder for OtlpLLMCallExporter.
outcome() - Method in record class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Rule: Returns the value of the outcome record component.
output() - Method in class com.tnsai.quality.tracing.Observation
output(String) - Method in class com.tnsai.quality.tracing.Observation.Builder
Output schema (the prompt asks the LLM for): - Search tag in class com.tnsai.quality.security.harness.ReviewAgent: Section
outputTokens() - Method in class com.tnsai.quality.tracing.Observation
outputTokens(int) - Method in class com.tnsai.quality.tracing.Observation.Builder
outputTruncated() - Method in record class com.tnsai.quality.sandbox.SandboxResult: Returns the value of the outputTruncated record component.
OVERFLOW_BUCKET - Static variable in class com.tnsai.quality.observability.LabelCardinalityGuard: Label value used when the distinct-count cap has been hit.
Overlap handling - Search tag in class com.tnsai.quality.redaction.PatternRedactor: Section

P

ParallelValidationExecutor - Class in com.tnsai.quality.validation.parallel: Executes the same task across multiple agents for validation and comparison.
ParallelValidationExecutor.Builder - Class in com.tnsai.quality.validation.parallel
parentId() - Method in class com.tnsai.quality.tracing.Observation
parentId(String) - Method in class com.tnsai.quality.tracing.Observation.Builder
parse(String) - Method in class com.tnsai.invariants.InvariantParser: Parses an invariant string into an expression tree.
parse(String) - Method in class com.tnsai.invariants.rules.RuleParser: Parses a single rule string into a ConditionalRule.
parseAll(String[]) - Method in class com.tnsai.invariants.rules.RuleParser: Parses multiple rules from an array of strings.
pass() - Static method in record class com.tnsai.quality.tracing.guardrail.GuardrailResult: Creates a passing result with full confidence.
pass(String) - Static method in record class com.tnsai.quality.tracing.guardrail.GuardrailResult: Creates a passing result with a reason.
passed() - Method in record class com.tnsai.quality.tracing.guardrail.GuardrailResult: Returns the value of the passed record component.
path() - Method in record class com.tnsai.quality.security.harness.FileRecord: Returns the value of the path record component.
pathTraversal() - Static method in class com.tnsai.quality.security.harness.BuiltInMatchers: CWE-22 — Path traversal in file / FS operations.
pattern() - Method in record class com.tnsai.quality.security.SecretPattern: Returns the value of the pattern record component.
pattern(DestructiveCommandDetector.DestructivePattern) - Method in class com.tnsai.quality.security.DestructiveCommandDetector.Builder: Add an inline pattern (highest precedence: matched after the catalogue).
PatternBasedModerator - Class in com.tnsai.quality.security.moderation: Pattern-based content moderator using regex matching.
PatternBasedModerator.Builder - Class in com.tnsai.quality.security.moderation: Builder for PatternBasedModerator.
patternCounts() - Method in record class com.tnsai.quality.redaction.RedactionAuditEvent: Returns the value of the patternCounts record component.
Pattern matching - Search tag in class com.tnsai.quality.sampling.RuleBasedSamplingPolicy: Section
patternName() - Method in record class com.tnsai.quality.redaction.RedactionFinding: Returns the value of the patternName record component.
PatternRedactor - Class in com.tnsai.quality.redaction: Regex-driven Redactor (issue #80).
PatternRedactor(List<RedactionPattern>) - Constructor for class com.tnsai.quality.redaction.PatternRedactor
patterns() - Method in class com.tnsai.quality.security.DestructiveCommandDetector: Visible for inspection / testing.
Pattern Syntax - Search tag in class com.tnsai.quality.security.ToolFilter: Section
peakMemoryMb() - Method in record class com.tnsai.quality.sandbox.ResourceUsage: Returns the value of the peakMemoryMb record component.
period() - Method in record class com.tnsai.quality.cost.CostBudget: Returns the value of the period record component.
periodBudgetUSD() - Method in record class com.tnsai.quality.cost.CostBudget: Returns the value of the periodBudgetUSD record component.
PermissionLevel - Enum Class in com.tnsai.quality.security: Three-tier permission level for tool execution.
PHONE_E164 - Static variable in class com.tnsai.quality.redaction.RedactionPatterns
PII - Enum constant in enum class com.tnsai.quality.security.moderation.ModerationResult.Category: PII disclosure
PiiGuardrail - Class in com.tnsai.quality.tracing.guardrail: Basic regex-based PII detection guardrail.
PiiGuardrail() - Constructor for class com.tnsai.quality.tracing.guardrail.PiiGuardrail
PipelineContext - Record Class in com.tnsai.quality.security.harness: Read-only context passed to every PipelineStage (TNS-291).
PipelineContext(String, Path, List<MatcherSpi>, List<ReviewAgentSpi>, PipelineStateStore, Map<String, String>) - Constructor for record class com.tnsai.quality.security.harness.PipelineContext: Creates an instance of a PipelineContext record class.
PipelineStage - Interface in com.tnsai.quality.security.harness: Pipeline stage SPI (TNS-291).
PipelineStateStore - Interface in com.tnsai.quality.security.harness: Persistence layer for the code-review pipeline (TNS-291).
PipelineStateStore.RunMetadata - Record Class in com.tnsai.quality.security.harness: Audit-trail entry for one stage execution.
PIRATE - Static variable in class com.tnsai.quality.observability.theme.LogThemes: Pirate themed logging.
placeholder() - Method in record class com.tnsai.quality.redaction.RedactionFinding: Returns the value of the placeholder record component.
placeholder() - Method in record class com.tnsai.quality.security.SecretPattern: Returns the value of the placeholder record component.
PLAN_COMPLETE - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
PLAN_START - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
planComplete(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs plan completion.
planStart(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs plan start.
Pluggable concerns - Search tag in class com.tnsai.quality.cost.CostBudgetEnforcer: Section
pop() - Static method in class com.tnsai.quality.tracing.TraceContext: Pops the current observation id from the context stack.
port(int) - Method in class com.tnsai.quality.observability.PrometheusMetricsExporter.Builder: Sets the HTTP server port.
postResponseGuardrails() - Method in class com.tnsai.quality.tracing.guardrail.GuardrailRegistry: Returns all post-response guardrails.
preferred() - Static method in interface com.tnsai.quality.sandbox.SandboxFactory: The highest-priority SandboxFactory that reports SandboxFactory.available() = true.
PREFIX - Static variable in class com.tnsai.quality.observability.SpanNaming: Required prefix for every TnsAI-convention span / metric name.
preResponseGuardrails() - Method in class com.tnsai.quality.tracing.guardrail.GuardrailRegistry: Returns all pre-response guardrails.
priority() - Method in class com.tnsai.quality.cost.CostBudgetEnforcer
priority() - Method in class com.tnsai.quality.sandbox.ContainerSandboxFactory: Higher than process (10), lower than a future firecracker (100).
priority() - Method in class com.tnsai.quality.sandbox.ProcessSandboxFactory: Lowest priority — anything stronger (container, microVM, WASM) outranks.
priority() - Method in interface com.tnsai.quality.sandbox.SandboxFactory: Higher = preferred.
priority() - Method in class com.tnsai.quality.sandbox.WasmSandboxFactory: Higher than container — WASM is the lightest available backend.
PriorityBasedSamplingPolicy - Class in com.tnsai.quality.sampling: Level-aware sampling policy (issue #82).
PriorityBasedSamplingPolicy(Map<EventLevel, Double>) - Constructor for class com.tnsai.quality.sampling.PriorityBasedSamplingPolicy
processParameters(ActionMetadata, Role, Map<String, Object>) - Method in class com.tnsai.quality.security.SecurityEnforcer: Processes parameters based on security settings.
processParameters(ActionMetadata, Object, Map<String, Object>) - Method in class com.tnsai.quality.security.SecurityEnforcer: Processes parameters for an action whose target is not a Role, as SecurityEnforcer.processParameters(ActionMetadata, Role, Map) does; its @Security features are read as on a Role.
processResult(ActionMetadata, Role, Object) - Method in class com.tnsai.quality.security.SecurityEnforcer: Processes the result based on security settings.
processResult(ActionMetadata, Object, Object) - Method in class com.tnsai.quality.security.SecurityEnforcer: Processes the result for an action whose target is not a Role, as SecurityEnforcer.processResult(ActionMetadata, Role, Object) does; its @Security features are read as on a Role.
ProcessSandbox - Class in com.tnsai.quality.sandbox: Portable Sandbox backend using JVM ProcessBuilder (TNS-296).
ProcessSandboxFactory - Class in com.tnsai.quality.sandbox: Default SandboxFactory that backs sandboxes with the JVM's ProcessBuilder (TNS-296).
ProcessSandboxFactory() - Constructor for class com.tnsai.quality.sandbox.ProcessSandboxFactory
ProcessStage - Class in com.tnsai.quality.security.harness: The process stage (TNS-291).
ProcessStage() - Constructor for class com.tnsai.quality.security.harness.ProcessStage
production() - Static method in class com.tnsai.quality.sampling.SamplingPolicies: Strict production — WARN+ always captured, INFO + DEBUG sampled at 10%.
projectDir() - Method in class com.tnsai.quality.security.harness.FileSystemPipelineStateStore: Visible for tests — points at this store's project directory.
projectId() - Method in record class com.tnsai.quality.security.harness.PipelineContext: Returns the value of the projectId record component.
projectId(String) - Method in class com.tnsai.quality.security.harness.CodeReviewPipeline.Builder: Project id; defaults to the project root's last path segment when omitted.
projectRoot() - Method in record class com.tnsai.quality.security.harness.PipelineContext: Returns the value of the projectRoot record component.
projectRoot() - Method in record class com.tnsai.quality.security.harness.ReviewAgentSpi.ReviewContext: Returns the value of the projectRoot record component.
projectRoot(Path) - Method in class com.tnsai.quality.security.harness.CodeReviewPipeline.Builder: Project root; required.
Prometheus Configuration - Search tag in class com.tnsai.quality.observability.PrometheusMetricsExporter: Section
PrometheusMetricsExporter - Class in com.tnsai.quality.observability: Prometheus metrics exporter for TnsAI.
PrometheusMetricsExporter.Builder - Class in com.tnsai.quality.observability: Builder for PrometheusMetricsExporter.
prompt() - Method in class com.tnsai.quality.tracing.Observation
prompt(String) - Method in class com.tnsai.quality.tracing.Observation.Builder
prompt(String) - Method in class com.tnsai.quality.validation.parallel.ValidationResult.Builder
PROMPT_INJECTION - Enum constant in enum class com.tnsai.quality.security.moderation.ModerationResult.Category: Prompt injection attempt
PromptInjectionDetector - Class in com.tnsai.quality.security.llm: Detects prompt injection attacks in LLM inputs.
PromptInjectionDetector.Builder - Class in com.tnsai.quality.security.llm: Builder for PromptInjectionDetector.
providerName(String) - Method in class com.tnsai.quality.observability.health.LLMHealthIndicator.Builder
Provides - Search tag in class com.tnsai.quality.sandbox.ProcessSandbox: Section
Provides (vs ProcessSandbox) - Search tag in class com.tnsai.quality.sandbox.ContainerSandbox: Section
prune(int) - Method in class com.tnsai.quality.redaction.RedactingMemoryStore
publish(TnsAIEvent) - Method in class com.tnsai.quality.ratelimit.RateLimitedAgentEventPublisher
publish(TnsAIEvent) - Method in class com.tnsai.quality.redaction.RedactingAgentEventPublisher
publish(TnsAIEvent) - Method in class com.tnsai.quality.sampling.SamplingAgentEventPublisher
publish(TnsAIEvent, EventLevel, EventContext) - Method in class com.tnsai.quality.ratelimit.RateLimitedAgentEventPublisher
publish(TnsAIEvent, EventLevel, EventContext) - Method in class com.tnsai.quality.redaction.RedactingAgentEventPublisher
publish(TnsAIEvent, EventLevel, EventContext) - Method in class com.tnsai.quality.sampling.SamplingAgentEventPublisher
publish(LLMCallLog) - Method in class com.tnsai.quality.observability.otlp.OtlpLLMCallExporter
publish(LLMCallLog) - Method in class com.tnsai.quality.redaction.RedactingLLMCallPublisher
publish(LLMCallLog) - Method in class com.tnsai.quality.sampling.SamplingLLMCallPublisher
push(String) - Static method in class com.tnsai.quality.tracing.TraceContext: Pushes an observation id onto the context stack, making it the current parent.

Q

query(AuditQuery) - Method in class com.tnsai.quality.security.audit.FileAuditStore
query(AuditQuery) - Method in class com.tnsai.quality.security.audit.InMemoryAuditStore
Quick start - Search tag in class com.tnsai.quality.security.harness.CodeReviewPipeline: Section
Quick Start - Search tag in package com.tnsai.quality.observability.health: Section
Quick Start - Search tag in package com.tnsai.quality.observability.theme: Section

R

rate() - Method in class com.tnsai.quality.sampling.HeadBasedSamplingPolicy
rate() - Method in record class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Rule: Returns the value of the rate record component.
RateLimitedAgentEventPublisher - Class in com.tnsai.quality.ratelimit: AgentEventPublisher decorator that consults an EventRateLimiter before delegating each publish call (issue #82).
RateLimitedAgentEventPublisher(AgentEventPublisher, EventRateLimiter) - Constructor for class com.tnsai.quality.ratelimit.RateLimitedAgentEventPublisher
RateLimitedAgentEventPublisher(AgentEventPublisher, EventRateLimiter, Supplier<EventContext>) - Constructor for class com.tnsai.quality.ratelimit.RateLimitedAgentEventPublisher
README_MD - Enum constant in enum class com.tnsai.quality.security.llm.ContextFileSource: README.md — repo-level documentation, sometimes auto-ingested.
readOnly() - Method in record class com.tnsai.quality.sandbox.FsMount: Returns the value of the readOnly record component.
readOnly(Path, Path) - Static method in record class com.tnsai.quality.sandbox.FsMount: Read-only mount — the safer default.
readWrite(Path, Path) - Static method in record class com.tnsai.quality.sandbox.FsMount: Read-write mount — sandbox writes propagate back to the host.
reason() - Method in record class com.tnsai.quality.slo.DegradationPolicy.RefuseNewWork: Returns the value of the reason record component.
reason() - Method in record class com.tnsai.quality.tracing.guardrail.GuardrailResult: Returns the value of the reason record component.
reason(String) - Method in class com.tnsai.quality.security.moderation.ModerationResult.Builder: Sets the reason.
record(CostScope, BigDecimal) - Method in interface com.tnsai.quality.cost.CostBudgetStore: Add amountUSD to the recorded spend at scope, dated "now".
record(CostScope, BigDecimal) - Method in class com.tnsai.quality.cost.InMemoryCostBudgetStore
record(InMemorySLOEvaluator.Attempt) - Method in class com.tnsai.quality.slo.InMemorySLOEvaluator: Push an attempt into the rolling buffer.
record(AuditEvent) - Method in class com.tnsai.quality.security.audit.FileAuditStore
record(AuditEvent) - Method in class com.tnsai.quality.security.audit.InMemoryAuditStore
record(String, double) - Method in class com.tnsai.quality.observability.OpenTelemetryMetrics: Records a value in a histogram.
record(String, long) - Method in class com.tnsai.quality.observability.Metrics: Records a value in a histogram.
recordActionFailure(String, double, String) - Method in class com.tnsai.quality.observability.OpenTelemetryMetrics: Records a failed action execution.
recordActionFailure(String, String, double) - Method in class com.tnsai.quality.observability.PrometheusMetricsExporter: Records a failed action.
recordActionSuccess(String, double) - Method in class com.tnsai.quality.observability.OpenTelemetryMetrics: Records a successful action execution.
recordActionSuccess(String, double) - Method in class com.tnsai.quality.observability.PrometheusMetricsExporter: Records a successful action.
RecordingSandboxExecutionListener - Class in com.tnsai.quality.sandbox: In-memory SandboxExecutionListener that records every event for later inspection (TNS-296).
RecordingSandboxExecutionListener() - Constructor for class com.tnsai.quality.sandbox.RecordingSandboxExecutionListener
recordLlmCall(String, String, long, long, double) - Method in class com.tnsai.quality.observability.OpenTelemetryMetrics: Records an LLM API call with all relevant metrics.
recordLlmCall(String, String, long, long, double) - Method in class com.tnsai.quality.observability.PrometheusMetricsExporter: Records an LLM API call.
recordLlmCallFailure(String, String, double, String) - Method in class com.tnsai.quality.observability.OpenTelemetryMetrics: Records a failed LLM API call.
recordLlmCallFailure(String, String, String, double) - Method in class com.tnsai.quality.observability.PrometheusMetricsExporter: Records a failed LLM API call.
recordLlmFailure(String, String, double, String) - Method in class com.tnsai.quality.observability.AgentInstrumentation: Records a failed LLM call.
recordLlmTokens(String, String, long, long, double) - Method in class com.tnsai.quality.observability.AgentInstrumentation: Records LLM token usage.
recordMessageReceived(String, String) - Method in class com.tnsai.quality.observability.OpenTelemetryMetrics: Records a message received.
recordMessageSent(String, String) - Method in class com.tnsai.quality.observability.OpenTelemetryMetrics: Records a message sent.
recordResponse(Span, long, long, String) - Method in class com.tnsai.quality.observability.LlmInstrumentation: Records token usage on a span from a ChatResponse-like object.
recordTokenUsage(Span, long, long) - Method in class com.tnsai.quality.observability.LlmInstrumentation: Records token usage on a span.
recordToolCallEvent(Span, String, boolean) - Method in class com.tnsai.quality.observability.LlmInstrumentation: Adds an event for a tool call within an LLM span.
recordToolUse(Span, int) - Method in class com.tnsai.quality.observability.LlmInstrumentation: Records tool use information on a span.
recordWithAttributes(String, double, Map<String, String>) - Method in class com.tnsai.quality.observability.OpenTelemetryMetrics: Records a value in a histogram with attributes.
RedactingAgentEventPublisher - Class in com.tnsai.quality.redaction: AgentEventPublisher decorator that scrubs PII / secrets out of every event before delegating (issue #80, sink integration #2 of 6).
RedactingAgentEventPublisher(AgentEventPublisher, Redactor) - Constructor for class com.tnsai.quality.redaction.RedactingAgentEventPublisher: Wrap delegate with redaction using redactor, passing EventContext.empty() on every scrub call.
RedactingAgentEventPublisher(AgentEventPublisher, Redactor, Supplier<EventContext>) - Constructor for class com.tnsai.quality.redaction.RedactingAgentEventPublisher: Wrap delegate with redaction using redactor and a contextSupplier that returns the EventContext to attach to each scrub call.
RedactingLLMCallPublisher - Class in com.tnsai.quality.redaction: LLMCallPublisher decorator that scrubs PII / secrets out of a captured LLMCallLog before delegating (TNS-417, follow-up to TNS-374).
RedactingLLMCallPublisher(LLMCallPublisher, Redactor) - Constructor for class com.tnsai.quality.redaction.RedactingLLMCallPublisher
RedactingMemoryStore - Class in com.tnsai.quality.redaction: MemoryStore decorator that scrubs PII / secrets out of every write before delegating to the underlying store (issue #80, sink integration #1 of 6).
RedactingMemoryStore(MemoryStore, Redactor) - Constructor for class com.tnsai.quality.redaction.RedactingMemoryStore: Wrap delegate with redaction using redactor, passing EventContext.empty() on every scrub call.
RedactingMemoryStore(MemoryStore, Redactor, Supplier<EventContext>) - Constructor for class com.tnsai.quality.redaction.RedactingMemoryStore: Wrap delegate with redaction using redactor and a contextSupplier that returns the EventContext to attach to each scrub call.
RedactionAuditEvent - Record Class in com.tnsai.quality.redaction: Audit record for one redaction call (issue #80).
RedactionAuditEvent(String, Instant, RedactionScope, EventContext, Map<String, Integer>, Severity, int) - Constructor for record class com.tnsai.quality.redaction.RedactionAuditEvent: Creates an instance of a RedactionAuditEvent record class.
RedactionAuditListener - Interface in com.tnsai.quality.redaction: Sink for RedactionAuditEvents emitted by AuditingRedactor (issue #80).
RedactionContext - Record Class in com.tnsai.quality.redaction: Per-call context handed to a Redactor (issue #80).
RedactionContext(EventContext, RedactionScope, Optional<String>) - Constructor for record class com.tnsai.quality.redaction.RedactionContext: Creates an instance of a RedactionContext record class.
RedactionFinding - Record Class in com.tnsai.quality.redaction: One redacted match inside a string (issue #80).
RedactionFinding(String, int, int, String, Severity) - Constructor for record class com.tnsai.quality.redaction.RedactionFinding: Creates an instance of a RedactionFinding record class.
RedactionPattern - Record Class in com.tnsai.quality.redaction: One named pattern in a redactor's catalog (issue #80).
RedactionPattern(String, Pattern, Severity, Predicate<String>) - Constructor for record class com.tnsai.quality.redaction.RedactionPattern: Creates an instance of a RedactionPattern record class.
RedactionPatterns - Class in com.tnsai.quality.redaction: Default catalog of RedactionPatterns shipped with the framework (issue #80).
RedactionResult - Record Class in com.tnsai.quality.redaction: Output of a Redactor.scrubString(java.lang.String, com.tnsai.quality.redaction.RedactionContext) call (issue #80): the redacted text plus the RedactionFindings the redactor matched.
RedactionResult(String, List<RedactionFinding>) - Constructor for record class com.tnsai.quality.redaction.RedactionResult: Creates an instance of a RedactionResult record class.
RedactionScope - Enum Class in com.tnsai.quality.redaction: Where the redacted content originated (issue #80).
Redactor - Interface in com.tnsai.quality.redaction: SPI for scrubbing PII / secrets out of strings or structured values before they leave the framework's internal boundaries — log lines, trace attributes, memory writes, captured LLM prompts (issue #80).
ReflectionUtils - Class in com.tnsai.quality.internal: Internal reflection utilities shared across tnsai-quality subpackages.
RefuseNewWork(String) - Constructor for record class com.tnsai.quality.slo.DegradationPolicy.RefuseNewWork: Creates an instance of a RefuseNewWork record class.
regex() - Method in record class com.tnsai.quality.redaction.RedactionPattern: Returns the value of the regex record component.
regex() - Method in record class com.tnsai.quality.security.DestructiveCommandDetector.DestructivePattern: Returns the value of the regex record component.
RegexMatcher - Class in com.tnsai.quality.security.harness: Generic regex-based MatcherSpi (TNS-291).
RegexMatcher(String, String, Severity, String, List<Pattern>, Set<String>) - Constructor for class com.tnsai.quality.security.harness.RegexMatcher
register(HealthIndicator) - Method in class com.tnsai.quality.observability.health.HealthRegistry: Registers a health indicator.
register(LogTheme) - Static method in class com.tnsai.quality.observability.theme.LogThemes: Registers a custom theme.
register(SLODefinition) - Method in class com.tnsai.quality.slo.SLORegistry: Register a new SLO.
register(String, HealthIndicator) - Method in class com.tnsai.quality.observability.health.HealthRegistry: Registers a health indicator with a custom name.
registerAgent(Agent) - Method in class com.tnsai.quality.observability.AgentInstrumentation: Registers an agent for instrumentation and increments active agent count.
registerAll(List<SLODefinition>) - Method in class com.tnsai.quality.slo.SLORegistry: Convenience: register many at once.
registerPostResponse(Guardrail) - Method in class com.tnsai.quality.tracing.guardrail.GuardrailRegistry: Registers a post-response guardrail (runs on input+output after processing).
registerPreResponse(Guardrail) - Method in class com.tnsai.quality.tracing.guardrail.GuardrailRegistry: Registers a pre-response guardrail (runs on input before processing).
registerTenant(String, RateLimiterConfig) - Method in class com.tnsai.quality.ratelimit.Resilience4jEventRateLimiter: Register a per-tenant override.
registry(PrometheusRegistry) - Method in class com.tnsai.quality.observability.PrometheusMetricsExporter.Builder: Sets a custom Prometheus registry.
remainingUSD() - Method in record class com.tnsai.quality.cost.BudgetState: Returns the value of the remainingUSD record component.
remove(String) - Method in class com.tnsai.quality.slo.SLORegistry: Remove an SLO.
removeHook(EvalHook) - Method in class com.tnsai.eval.hooks.EvalHookManager: Removes a hook from the manager.
requireHonored(ActionMetadata, Object) - Method in class com.tnsai.quality.security.SecurityEnforcer: Honors every target-typed feature, so it refuses nothing.
requiresConfirmation() - Method in enum class com.tnsai.quality.security.PermissionLevel: Returns true if this level requires user confirmation.
requiresConfirmation(String) - Method in class com.tnsai.quality.security.ToolPermissionManager: Checks if tool requires confirmation.
requiresSynthesis() - Method in enum class com.tnsai.quality.validation.parallel.AggregationStrategy: Whether this strategy requires LLM synthesis to combine results.
reset() - Method in class com.tnsai.quality.observability.LabelCardinalityGuard: Resets the admitted-values memory.
reset() - Method in class com.tnsai.quality.observability.Metrics: Resets all metrics to zero.
Resilience4jEventRateLimiter - Class in com.tnsai.quality.ratelimit: Token-bucket EventRateLimiter backed by Resilience4j (issue #82).
Resilience4jEventRateLimiter() - Constructor for class com.tnsai.quality.ratelimit.Resilience4jEventRateLimiter: Construct with the framework default of 1000 events / second.
Resilience4jEventRateLimiter(int, Duration) - Constructor for class com.tnsai.quality.ratelimit.Resilience4jEventRateLimiter: Construct with a fresh registry using a default of limit permits per period (non-blocking).
Resilience4jEventRateLimiter(RateLimiterConfig) - Constructor for class com.tnsai.quality.ratelimit.Resilience4jEventRateLimiter: Construct with a shared registry + a default config.
resolve(EventContext) - Method in class com.tnsai.quality.sampling.TenantPolicySamplingPolicy: Returns the EventSamplingPolicy chosen for ctx.
resolve(RedactionContext) - Method in class com.tnsai.quality.redaction.TenantPolicyRedactor: Returns the Redactor chosen for ctx.
ResourceHealthIndicator - Class in com.tnsai.quality.observability.health: Health indicator for system resources.
ResourceHealthIndicator() - Constructor for class com.tnsai.quality.observability.health.ResourceHealthIndicator: Creates a resource health indicator with default thresholds.
ResourceHealthIndicator(double, double) - Constructor for class com.tnsai.quality.observability.health.ResourceHealthIndicator: Creates a resource health indicator with custom thresholds.
resourceLimits() - Method in record class com.tnsai.quality.sandbox.SandboxSpec: Returns the value of the resourceLimits record component.
resourceLimits(ResourceLimits) - Method in class com.tnsai.quality.sandbox.SandboxSpec.Builder
ResourceLimits - Record Class in com.tnsai.quality.sandbox: Per-sandbox resource caps (TNS-296).
ResourceLimits(double, long, long, Duration, int) - Constructor for record class com.tnsai.quality.sandbox.ResourceLimits: Source-compatible 5-arg constructor.
ResourceLimits(double, long, long, Duration, int, long) - Constructor for record class com.tnsai.quality.sandbox.ResourceLimits: Creates an instance of a ResourceLimits record class.
resourceUsage() - Method in record class com.tnsai.quality.sandbox.SandboxExecutionEvent: Returns the value of the resourceUsage record component.
resourceUsage() - Method in record class com.tnsai.quality.sandbox.SandboxResult: Returns the value of the resourceUsage record component.
ResourceUsage - Record Class in com.tnsai.quality.sandbox: Post-execution resource accounting from a sandbox (TNS-296).
ResourceUsage(long, long, long, long) - Constructor for record class com.tnsai.quality.sandbox.ResourceUsage: Creates an instance of a ResourceUsage record class.
response(String) - Method in class com.tnsai.quality.validation.parallel.AgentResponse.Builder
responses(List<AgentResponse>) - Method in class com.tnsai.quality.validation.parallel.ValidationResult.Builder
result() - Method in record class com.tnsai.quality.security.harness.PipelineStateStore.RunMetadata: Returns the value of the result record component.
Retroactive timing - Search tag in class com.tnsai.quality.observability.otlp.OtlpLLMCallExporter: Section
RevalidateStage - Class in com.tnsai.quality.security.harness: The revalidate stage (TNS-291).
RevalidateStage() - Constructor for class com.tnsai.quality.security.harness.RevalidateStage
ReviewAgent - Class in com.tnsai.quality.security.harness: Default ReviewAgentSpi backed by an LLMClient (TNS-291).
ReviewAgent(String, String, LLMClient) - Constructor for class com.tnsai.quality.security.harness.ReviewAgent
ReviewAgentSpi - Interface in com.tnsai.quality.security.harness: SPI for an agent backend that analyses a FileRecord and returns structured ReviewFindings (TNS-291).
ReviewAgentSpi.ReviewContext - Record Class in com.tnsai.quality.security.harness: Read-only context handed to ReviewAgentSpi.runOnFile(com.tnsai.quality.security.harness.FileRecord, com.tnsai.quality.security.harness.ReviewAgentSpi.ReviewContext).
ReviewContext(Path, String, Map<String, String>) - Constructor for record class com.tnsai.quality.security.harness.ReviewAgentSpi.ReviewContext: Creates an instance of a ReviewContext record class.
ReviewFinding - Record Class in com.tnsai.quality.security.harness: One vulnerability discovered by the code-review pipeline (TNS-291).
ReviewFinding(String, Path, int, int, String, Severity, String, String, String, Optional<String>, String, String, Map<String, String>) - Constructor for record class com.tnsai.quality.security.harness.ReviewFinding: Creates an instance of a ReviewFinding record class.
revoke(String, String) - Method in class com.tnsai.quality.security.DefaultPermissionProvider: Revokes a permission from an agent.
revokeAll(String) - Method in class com.tnsai.quality.security.DefaultPermissionProvider: Revokes all permissions from an agent.
right() - Method in record class com.tnsai.invariants.InvariantExpression.And: Returns the value of the right record component.
right() - Method in record class com.tnsai.invariants.InvariantExpression.Comparison: Returns the value of the right record component.
right() - Method in record class com.tnsai.invariants.InvariantExpression.Or: Returns the value of the right record component.
ROLE_MANIPULATION - Enum constant in enum class com.tnsai.quality.security.llm.InjectionDetectionResult.InjectionType: Role manipulation
rootObservations() - Method in class com.tnsai.quality.tracing.AgentTrace: Returns root observations (those with no parent).
RouteToFallback(String) - Constructor for record class com.tnsai.quality.slo.DegradationPolicy.RouteToFallback: Creates an instance of a RouteToFallback record class.
Rule(String, EventLevel, String, RuleBasedSamplingPolicy.Outcome, double) - Constructor for record class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Rule: Creates an instance of a Rule record class.
RuleBasedSamplingPolicy - Class in com.tnsai.quality.sampling: Rule-driven EventSamplingPolicy (issue #82).
RuleBasedSamplingPolicy.Builder - Class in com.tnsai.quality.sampling
RuleBasedSamplingPolicy.Outcome - Enum Class in com.tnsai.quality.sampling
RuleBasedSamplingPolicy.Rule - Record Class in com.tnsai.quality.sampling: One rule entry.
RuleEngine - Class in com.tnsai.invariants.rules: Runtime engine for evaluating conditional transition rules.
RuleEngine(Object) - Constructor for class com.tnsai.invariants.rules.RuleEngine: Creates a RuleEngine for the given target object.
RuleEngine.RuleViolation - Class in com.tnsai.invariants.rules: Represents a rule violation.
RuleEngine.RuleViolationException - Exception Class in com.tnsai.invariants.rules: Exception thrown when rules are violated.
Rule Evaluation Semantics - Search tag in class com.tnsai.invariants.rules.RuleEngine: Section
RuleParseException(String) - Constructor for exception class com.tnsai.invariants.rules.RuleParser.RuleParseException
RuleParser - Class in com.tnsai.invariants.rules: Parses conditional rule strings into ConditionalRule objects.
RuleParser() - Constructor for class com.tnsai.invariants.rules.RuleParser
RuleParser.RuleParseException - Exception Class in com.tnsai.invariants.rules: Exception thrown when rule parsing fails.
rules() - Method in class com.tnsai.quality.sampling.RuleBasedSamplingPolicy: Returns an immutable view of the rules; useful for tests.
rules(List<RuleBasedSamplingPolicy.Rule>) - Method in class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Builder
Rule Semantics - Search tag in class com.tnsai.invariants.rules.ConditionalRule: Section
RuleViolation(ConditionalRule, String, String, String) - Constructor for class com.tnsai.invariants.rules.RuleEngine.RuleViolation
RuleViolationException(List<RuleEngine.RuleViolation>) - Constructor for exception class com.tnsai.invariants.rules.RuleEngine.RuleViolationException
run() - Method in class com.tnsai.quality.security.harness.CodeReviewPipeline: Run every registered stage in registration order; returns each stage's StageResult.
run(Runnable) - Method in class com.tnsai.quality.observability.TraceContext: Executes a runnable with this context as current.
RunMetadata(String, Instant, Instant, StageResult, Optional<String>) - Constructor for record class com.tnsai.quality.security.harness.PipelineStateStore.RunMetadata: Creates an instance of a RunMetadata record class.
runOnFile(FileRecord, ReviewAgentSpi.ReviewContext) - Method in class com.tnsai.quality.security.harness.ReviewAgent
runOnFile(FileRecord, ReviewAgentSpi.ReviewContext) - Method in interface com.tnsai.quality.security.harness.ReviewAgentSpi: Run the agent on file and return any findings.
runs() - Method in record class com.tnsai.quality.security.harness.FileRecord: Returns the value of the runs record component.

S

safe() - Static method in class com.tnsai.quality.security.llm.InjectionDetectionResult: Creates a safe (no injection) result.
sample(SamplingInput) - Method in class com.tnsai.quality.sampling.AdaptiveSamplingPolicy
sample(SamplingInput) - Method in class com.tnsai.quality.sampling.AlwaysCapturePolicy
sample(SamplingInput) - Method in class com.tnsai.quality.sampling.ErrorAlwaysPolicy
sample(SamplingInput) - Method in interface com.tnsai.quality.sampling.EventSamplingPolicy: Inspect an event's metadata and return whether to capture, drop, or capture-with-downsampling marker.
sample(SamplingInput) - Method in class com.tnsai.quality.sampling.HeadBasedSamplingPolicy
sample(SamplingInput) - Method in class com.tnsai.quality.sampling.PriorityBasedSamplingPolicy
sample(SamplingInput) - Method in class com.tnsai.quality.sampling.RuleBasedSamplingPolicy
sample(SamplingInput) - Method in class com.tnsai.quality.sampling.TenantPolicySamplingPolicy
sample(String, double) - Method in class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Builder
sample(String, double, EventLevel, String) - Method in class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Builder
SAMPLE_AT_RATE - Enum constant in enum class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Outcome
SamplingAgentEventPublisher - Class in com.tnsai.quality.sampling: AgentEventPublisher decorator that consults an EventSamplingPolicy before delegating each publish call (issue #82).
SamplingAgentEventPublisher(AgentEventPublisher, EventSamplingPolicy) - Constructor for class com.tnsai.quality.sampling.SamplingAgentEventPublisher: Wrap delegate with sampling using policy, falling back to EventContext.empty() for the bare publish(event) overload.
SamplingAgentEventPublisher(AgentEventPublisher, EventSamplingPolicy, Supplier<EventContext>) - Constructor for class com.tnsai.quality.sampling.SamplingAgentEventPublisher: Wrap delegate with sampling using policy and a contextSupplier that returns the EventContext to attach to bare publish(event) calls.
SamplingDecision - Interface in com.tnsai.quality.sampling: Outcome of an EventSamplingPolicy.sample(com.tnsai.quality.sampling.SamplingInput) call (issue #82).
SamplingDecision.Capture - Record Class in com.tnsai.quality.sampling: Capture this event at full fidelity.
SamplingDecision.CaptureDownsampled - Record Class in com.tnsai.quality.sampling: Capture but flag as downsampled.
SamplingDecision.Drop - Record Class in com.tnsai.quality.sampling: Drop this event entirely — no publication.
SamplingInput - Record Class in com.tnsai.quality.sampling: Frozen view of an event's metadata used by an EventSamplingPolicy to decide whether to capture it (issue #82).
SamplingInput(String, EventLevel, EventContext) - Constructor for record class com.tnsai.quality.sampling.SamplingInput: Creates an instance of a SamplingInput record class.
SamplingLLMCallPublisher - Class in com.tnsai.quality.sampling: LLMCallPublisher decorator that consults an EventSamplingPolicy before delegating each captured call (TNS-417, follow-up to TNS-374).
SamplingLLMCallPublisher(LLMCallPublisher, EventSamplingPolicy) - Constructor for class com.tnsai.quality.sampling.SamplingLLMCallPublisher
SamplingPolicies - Class in com.tnsai.quality.sampling: Convenience factories for the bundled EventSamplingPolicy implementations (issue #82).
samplingRate() - Method in record class com.tnsai.quality.sampling.SamplingDecision.CaptureDownsampled: Returns the value of the samplingRate record component.
Sandbox - Interface in com.tnsai.quality.sandbox: A live sandbox instance (TNS-296).
SandboxException - Exception Class in com.tnsai.quality.sandbox: Thrown when the sandbox infrastructure layer fails (TNS-296).
SandboxException(String) - Constructor for exception class com.tnsai.quality.sandbox.SandboxException
SandboxException(String, Throwable) - Constructor for exception class com.tnsai.quality.sandbox.SandboxException
SandboxExecutionEvent - Record Class in com.tnsai.quality.sandbox: Per-execute observability event for the sandbox layer (TNS-296).
SandboxExecutionEvent(String, Instant, String, String, String, List<String>, int, boolean, ResourceUsage, String) - Constructor for record class com.tnsai.quality.sandbox.SandboxExecutionEvent: Creates an instance of a SandboxExecutionEvent record class.
SandboxExecutionListener - Interface in com.tnsai.quality.sandbox: Sink for SandboxExecutionEvents (TNS-296).
SandboxFactory - Interface in com.tnsai.quality.sandbox: SPI for creating Sandbox instances (TNS-296).
sandboxId() - Method in record class com.tnsai.quality.sandbox.SandboxExecutionEvent: Returns the value of the sandboxId record component.
Sandbox identity - Search tag in class com.tnsai.quality.sandbox.SandboxPool: Section
sandboxPath() - Method in record class com.tnsai.quality.sandbox.FsMount: Returns the value of the sandboxPath record component.
SandboxPool - Class in com.tnsai.quality.sandbox: Reuses Sandbox instances across multiple borrowers to skip the cold-start cost (TNS-296).
SandboxPool(SandboxFactory, SandboxSpec, int, Duration) - Constructor for class com.tnsai.quality.sandbox.SandboxPool
SandboxPool.Lease - Class in com.tnsai.quality.sandbox: Lease wrapping a borrowed sandbox.
SandboxResult - Record Class in com.tnsai.quality.sandbox: Outcome of a single Sandbox.execute(com.tnsai.quality.sandbox.Command) call (TNS-296).
SandboxResult(int, byte[], byte[], ResourceUsage, boolean) - Constructor for record class com.tnsai.quality.sandbox.SandboxResult: Source-compatible 5-arg constructor — capture was not truncated.
SandboxResult(int, byte[], byte[], ResourceUsage, boolean, boolean) - Constructor for record class com.tnsai.quality.sandbox.SandboxResult: Creates an instance of a SandboxResult record class.
SandboxSpec - Record Class in com.tnsai.quality.sandbox: Declarative specification of a sandbox instance (TNS-296).
SandboxSpec(String, Map<String, String>, List<FsMount>, NetPolicy, ResourceLimits, Optional<String>, boolean) - Constructor for record class com.tnsai.quality.sandbox.SandboxSpec: Creates an instance of a SandboxSpec record class.
SandboxSpec.Builder - Class in com.tnsai.quality.sandbox
sanitize(String) - Method in class com.tnsai.quality.security.validation.ValidationService: Sanitizes a string by removing dangerous patterns.
SARIF - Enum constant in enum class com.tnsai.quality.security.harness.ExportFormat: Static Analysis Results Interchange Format — the OASIS standard consumed by GitHub Code Scanning, Azure DevOps, and most security dashboards.
satisfied(double) - Method in record class com.tnsai.quality.slo.Target: Test whether observed satisfies the target under this target's comparison direction.
saveFile(FileRecord) - Method in class com.tnsai.quality.security.harness.FileSystemPipelineStateStore
saveFile(FileRecord) - Method in interface com.tnsai.quality.security.harness.PipelineStateStore: Persist a FileRecord for the file at record.path().
scan(Path, String) - Method in interface com.tnsai.quality.security.harness.MatcherSpi: Scan content and return the locations where the matcher found a candidate.
scan(Path, String) - Method in class com.tnsai.quality.security.harness.RegexMatcher
scanned(Path, String, Set<String>) - Static method in record class com.tnsai.quality.security.harness.FileRecord: Empty record for a file that has been scanned but not yet processed.
ScanStage - Class in com.tnsai.quality.security.harness: The scan stage (TNS-291).
ScanStage() - Constructor for class com.tnsai.quality.security.harness.ScanStage
scope() - Method in record class com.tnsai.quality.redaction.RedactionAuditEvent: Returns the value of the scope record component.
scope() - Method in record class com.tnsai.quality.redaction.RedactionContext: Returns the value of the scope record component.
scope() - Method in record class com.tnsai.quality.slo.InMemorySLOEvaluator.Attempt: Returns the value of the scope record component.
scope() - Method in record class com.tnsai.quality.slo.SLODefinition: Returns the value of the scope record component.
scoped(String) - Static method in class com.tnsai.quality.tracing.TraceContext: Creates an AutoCloseable scope that pushes the observation id on creation and pops it on close.
Scope hint - Search tag in class com.tnsai.quality.redaction.RedactingLLMCallPublisher: Section
score() - Method in record class com.tnsai.quality.tracing.guardrail.GuardrailResult: Returns the value of the score record component.
Score - Record Class in com.tnsai.quality.tracing: A score attached to a trace or observation.
Score(String, double, ScoreType, ScoreSource, String, String) - Constructor for record class com.tnsai.quality.tracing.Score: Creates an instance of a Score record class.
scores() - Method in class com.tnsai.quality.tracing.AgentTrace: Returns an unmodifiable snapshot of current scores.
scoresFor(String) - Method in class com.tnsai.quality.tracing.AgentTrace: Returns scores for a specific observation.
ScoreSource - Enum Class in com.tnsai.quality.tracing: Source that produced a score.
ScoreType - Enum Class in com.tnsai.quality.tracing: Types of score values.
scrub(String) - Method in class com.tnsai.quality.security.SecretFilter: Scrubs secrets from the given text.
scrubbedText() - Method in record class com.tnsai.quality.security.SecretFilter.ScrubResult: Returns the value of the scrubbedText record component.
ScrubResult(String, Map<String, Integer>) - Constructor for record class com.tnsai.quality.security.SecretFilter.ScrubResult: Creates an instance of a ScrubResult record class.
scrubString(String, RedactionContext) - Method in class com.tnsai.quality.redaction.AuditingRedactor
scrubString(String, RedactionContext) - Method in class com.tnsai.quality.redaction.CompositeRedactor
scrubString(String, RedactionContext) - Method in class com.tnsai.quality.redaction.PatternRedactor
scrubString(String, RedactionContext) - Method in interface com.tnsai.quality.redaction.Redactor: Scrub sensitive patterns out of input, returning the redacted text + every match.
scrubString(String, RedactionContext) - Method in class com.tnsai.quality.redaction.TenantPolicyRedactor
scrubValue(Object, RedactionContext) - Method in interface com.tnsai.quality.redaction.Redactor: Recursive scrub of a structured value — Map, List, or scalar.
scrubValue(Object, RedactionContext) - Method in class com.tnsai.quality.redaction.TenantPolicyRedactor
scrubWithDetails(String) - Method in class com.tnsai.quality.security.SecretFilter: Scrubs secrets and returns a result with metadata.
search(String, int) - Method in class com.tnsai.quality.redaction.RedactingMemoryStore
SecretFilter - Class in com.tnsai.quality.security: Pre-LLM secret scrubbing filter.
SecretFilter.Builder - Class in com.tnsai.quality.security: Builder for configuring a SecretFilter.
SecretFilter.ScrubResult - Record Class in com.tnsai.quality.security: Result of a scrub operation with metadata.
SecretPattern - Record Class in com.tnsai.quality.security: Defines a single secret detection pattern.
SecretPattern(String, Pattern, String, boolean) - Constructor for record class com.tnsai.quality.security.SecretPattern: Compact constructor with validation.
SecurityEnforcer - Class in com.tnsai.quality.security: Enforces security policies defined via @Security annotation.
SecurityEnforcer() - Constructor for class com.tnsai.quality.security.SecurityEnforcer: Creates a SecurityEnforcer with an auto-generated encryption key.
SecurityEnforcer(EncryptionConfig) - Constructor for class com.tnsai.quality.security.SecurityEnforcer: Creates a SecurityEnforcer with the specified encryption configuration.
SecurityEnforcer(EncryptionConfig, PermissionProvider) - Constructor for class com.tnsai.quality.security.SecurityEnforcer: Creates a SecurityEnforcer with the specified encryption configuration and permission provider.
SELF_HARM - Enum constant in enum class com.tnsai.quality.security.moderation.ModerationResult.Category: Self-harm content
Semantic Conventions - Search tag in class com.tnsai.quality.observability.LlmInstrumentation: Section
Semantic Conventions - Search tag in package com.tnsai.quality.observability: Section
serverSideRequestForgery() - Static method in class com.tnsai.quality.security.harness.BuiltInMatchers: CWE-918 — Server-side request forgery via user-controlled URL.
serviceName(String) - Method in class com.tnsai.quality.observability.TnsAITelemetry.Builder: Sets the service name for telemetry.
serviceVersion(String) - Method in class com.tnsai.quality.observability.TnsAITelemetry.Builder: Sets the service version.
sessionId() - Method in class com.tnsai.quality.tracing.AgentTrace
sessionId(String) - Method in class com.tnsai.quality.tracing.AgentTrace.Builder
setActiveAgents(long) - Method in class com.tnsai.quality.observability.OpenTelemetryMetrics: Updates the active agents gauge.
setActiveAgents(long) - Method in class com.tnsai.quality.observability.PrometheusMetricsExporter: Sets the number of active agents.
setAttribute(String, boolean) - Method in class com.tnsai.quality.observability.OpenTelemetryTracer.SpanScope: Sets a boolean attribute on the span.
setAttribute(String, double) - Method in class com.tnsai.quality.observability.OpenTelemetryTracer.SpanScope: Sets a double attribute on the span.
setAttribute(String, long) - Method in class com.tnsai.quality.observability.OpenTelemetryTracer.SpanScope: Sets a long attribute on the span.
setAttribute(String, Object) - Method in class com.tnsai.quality.observability.TraceContext: Sets an attribute on this span (not propagated).
setAttribute(String, String) - Method in class com.tnsai.quality.observability.OpenTelemetryTracer.SpanScope: Sets a string attribute on the span.
setAttributes(Map<String, ?>) - Method in class com.tnsai.quality.observability.OpenTelemetryTracer.SpanScope: Sets multiple attributes from a map.
setBaggage(String, String) - Method in class com.tnsai.quality.observability.TraceContext: Sets a baggage item (propagated to child spans).
setCurrent(TraceContext) - Static method in class com.tnsai.quality.observability.TraceContext: Sets the current trace context for this thread.
setEnabled(boolean) - Method in class com.tnsai.eval.hooks.EvalHookManager: Enables or disables hook execution.
setError(String) - Method in class com.tnsai.quality.observability.OpenTelemetryTracer.SpanScope: Marks the span as failed with a message.
setError(String) - Method in class com.tnsai.quality.observability.TraceContext: Marks the span as failed with an error message.
setError(Throwable) - Method in class com.tnsai.quality.observability.OpenTelemetryTracer.SpanScope: Marks the span as failed with an exception.
setError(Throwable) - Method in class com.tnsai.quality.observability.TraceContext: Marks the span as failed with an exception.
setStateField(String) - Method in class com.tnsai.invariants.InvariantChecker: Sets the state field name used for conditional rule effect checking.
setStateField(String) - Method in class com.tnsai.invariants.rules.RuleEngine: Sets the name of the state field to check effects against.
setSuccess() - Method in class com.tnsai.quality.observability.OpenTelemetryTracer.SpanScope: Marks the span as successful.
setSuccess() - Method in class com.tnsai.quality.observability.TraceContext: Marks the span as successful.
setTheme(LogTheme) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Sets the theme.
setToolPermission(String, PermissionLevel) - Method in class com.tnsai.quality.security.ToolPermissionManager: Sets the permission level for a specific tool.
setTrace(AgentTrace) - Static method in class com.tnsai.quality.tracing.TraceContext: Sets the active trace for the current thread.
severity() - Method in record class com.tnsai.quality.redaction.RedactionFinding: Returns the value of the severity record component.
severity() - Method in record class com.tnsai.quality.redaction.RedactionPattern: Returns the value of the severity record component.
severity() - Method in record class com.tnsai.quality.security.DestructiveCommandDetector.DestructivePattern: Returns the value of the severity record component.
severity() - Method in record class com.tnsai.quality.security.harness.ReviewFinding: Returns the value of the severity record component.
severity() - Method in record class com.tnsai.quality.validation.parallel.ValidationResult.Divergence: Returns the value of the severity record component.
Severity - Enum Class in com.tnsai.quality.redaction: Sensitivity tier of a RedactionFinding (issue #80).
Severity - Enum Class in com.tnsai.quality.security.harness: Severity classification for a ReviewFinding (TNS-291).
severityAction(DestructiveCommandDetector.Severity, Function<String, ToolCallAction>) - Method in class com.tnsai.quality.security.DestructiveCommandDetector.Builder: Override the action mapper for a specific severity.
SEXUAL - Enum constant in enum class com.tnsai.quality.security.moderation.ModerationResult.Category: Explicit sexual content
ShedLowPriorityLoad(double) - Constructor for record class com.tnsai.quality.slo.DegradationPolicy.ShedLowPriorityLoad: Creates an instance of a ShedLowPriorityLoad record class.
shell(String) - Static method in record class com.tnsai.quality.sandbox.Command: Run a shell pipeline.
shortWindow() - Method in record class com.tnsai.quality.slo.BurnRateConfig: Returns the value of the shortWindow record component.
shortWindowBurnRate() - Method in record class com.tnsai.quality.slo.BurnRateConfig: Returns the value of the shortWindowBurnRate record component.
shortWindowRate() - Method in record class com.tnsai.quality.slo.BurnRateMetric: Returns the value of the shortWindowRate record component.
shouldBlock() - Method in class com.tnsai.quality.security.llm.InjectionDetectionResult: Checks if this result should block the request.
shouldBlock(double) - Method in class com.tnsai.quality.security.llm.InjectionDetectionResult: Checks if this result should block with custom threshold.
shouldBlock(String) - Method in class com.tnsai.quality.security.llm.PromptInjectionDetector: Checks input and returns true if it should be blocked.
shouldPublish() - Method in interface com.tnsai.quality.sampling.SamplingDecision: Cheap helper: short-circuit "should I publish?"
shutdown() - Method in class com.tnsai.quality.observability.health.HealthRegistry: Shuts down the health check executor.
shutdown() - Method in class com.tnsai.quality.observability.TnsAITelemetry: Shuts down the telemetry providers gracefully.
shutdown() - Method in class com.tnsai.quality.security.SecurityEnforcer: Shuts down the timeout executor.
shutdownMessage() - Method in interface com.tnsai.quality.observability.theme.LogTheme: Optional: Returns a shutdown message.
similarityThreshold(double) - Method in class com.tnsai.quality.validation.parallel.ParallelValidationExecutor.Builder: Sets the similarity threshold for comparing responses (0.0 to 1.0).
size() - Method in class com.tnsai.quality.cost.InMemoryCostBudgetStore
size() - Method in class com.tnsai.quality.sandbox.RecordingSandboxExecutionListener
size() - Method in class com.tnsai.quality.security.audit.FileAuditStore: Returns the total number of stored events.
size() - Method in class com.tnsai.quality.security.audit.InMemoryAuditStore: Returns the total number of stored events.
size() - Method in class com.tnsai.quality.slo.InMemorySLOEvaluator
size() - Method in class com.tnsai.quality.slo.SLORegistry
SLODefinition - Record Class in com.tnsai.quality.slo: Declarative definition of one Service Level Objective (issue #92).
SLODefinition(String, String, SLOScope, SLOType, Target, Duration) - Constructor for record class com.tnsai.quality.slo.SLODefinition: Convenience: definition without burn-rate alerting.
SLODefinition(String, String, SLOScope, SLOType, Target, Duration, Optional<BurnRateConfig>) - Constructor for record class com.tnsai.quality.slo.SLODefinition: Creates an instance of a SLODefinition record class.
SLOEvaluator - Interface in com.tnsai.quality.slo: Computes the current SLOState for a given SLODefinition (issue #92).
SLORegistry - Class in com.tnsai.quality.slo: In-memory store of SLODefinitions, looked up by id (issue #92).
SLORegistry() - Constructor for class com.tnsai.quality.slo.SLORegistry
SLOScope - Interface in com.tnsai.quality.slo: What an SLODefinition measures (issue #92): the framework as a whole, a single tenant, a specific agent inside a tenant, or every implementation of a Capability interface.
SLOScope.ForAgent - Record Class in com.tnsai.quality.slo: Single-agent-within-tenant scope.
SLOScope.ForCapability - Record Class in com.tnsai.quality.slo: Every implementation of a capability interface — useful for cross-tenant SLOs like "all chat agents must hit p95 invalid input: '<' 3s".
SLOScope.ForTenant - Record Class in com.tnsai.quality.slo: Single-tenant scope.
SLOScope.Global - Record Class in com.tnsai.quality.slo: Whole-framework scope — every event counts.
SLOState - Record Class in com.tnsai.quality.slo: Point-in-time snapshot of an SLO's health, produced by SLOEvaluator.evaluate(SLODefinition, Instant) (issue #92).
SLOState(SLODefinition, double, double, BurnRateMetric, SLOStatus, Instant) - Constructor for record class com.tnsai.quality.slo.SLOState: Creates an instance of a SLOState record class.
SLOStatus - Enum Class in com.tnsai.quality.slo: Coarse-grained health bucket for an SLOState (issue #92).
SLOType - Enum Class in com.tnsai.quality.slo: What kind of metric an SLO measures (issue #92).
slowestExecutionTime(Duration) - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics.Builder
snapshot() - Method in class com.tnsai.quality.observability.Metrics: Creates a snapshot of all metrics.
snippet() - Method in record class com.tnsai.quality.security.harness.MatcherSpi.Hit: Returns the value of the snippet record component.
SOFT_WARN - Enum constant in enum class com.tnsai.quality.cost.BudgetPolicy: Emit a warning event + Prometheus alert; let the call through.
source() - Method in record class com.tnsai.quality.tracing.Score: Returns the value of the source record component.
SPAM - Enum constant in enum class com.tnsai.quality.security.moderation.ModerationResult.Category: Spam content
span(String) - Static method in class com.tnsai.quality.tracing.Observation
SPAN - Enum constant in enum class com.tnsai.quality.tracing.ObservationType
spanBuilder(String, String) - Method in class com.tnsai.quality.observability.LlmInstrumentation: Creates a builder for configuring and starting an LLM span.
SpanNaming - Class in com.tnsai.quality.observability: Canonical span-name and metric-name builder for TnsAI OpenTelemetry data.
spec() - Method in class com.tnsai.quality.sandbox.ContainerSandbox
spec() - Method in class com.tnsai.quality.sandbox.ObservedSandbox
spec() - Method in class com.tnsai.quality.sandbox.ProcessSandbox
spec() - Method in interface com.tnsai.quality.sandbox.Sandbox: The SandboxSpec this instance was created from.
spec() - Method in class com.tnsai.quality.sandbox.SandboxPool.Lease
spentUSD() - Method in record class com.tnsai.quality.cost.BudgetState: Returns the value of the spentUSD record component.
sqlInjection() - Static method in class com.tnsai.quality.security.harness.BuiltInMatchers: CWE-89 — SQL injection via raw string concatenation in queries.
SSH_PRIVATE_KEY_BLOCK - Static variable in class com.tnsai.quality.redaction.RedactionPatterns
stage() - Method in record class com.tnsai.quality.security.harness.PipelineStateStore.RunMetadata: Returns the value of the stage record component.
stage() - Method in record class com.tnsai.quality.security.harness.StageResult: Returns the value of the stage record component.
stage(PipelineStage) - Method in class com.tnsai.quality.security.harness.CodeReviewPipeline.Builder: Register a stage.
stage(String) - Method in class com.tnsai.quality.security.harness.CodeReviewPipeline: Lookup a stage by id; absent when the stage hasn't been registered.
StageResult - Record Class in com.tnsai.quality.security.harness: Outcome of one PipelineStage execution (TNS-291).
StageResult(String, int, int, long, Map<String, Object>) - Constructor for record class com.tnsai.quality.security.harness.StageResult: Creates an instance of a StageResult record class.
standard() - Static method in record class com.tnsai.quality.sandbox.ResourceLimits: Default budget for typical code-exec (Python/Node REPL, formatter, single-file runner).
standard() - Static method in class com.tnsai.quality.security.llm.PromptInjectionDetector: Creates a standard detector with default patterns.
standard() - Static method in class com.tnsai.quality.security.SecretFilter: Creates a standard filter with all built-in patterns enabled.
standardDefaults() - Static method in record class com.tnsai.quality.slo.BurnRateConfig: Standard SRE-workbook defaults for a 30-day window: 14.4× over 1h + 6× over 6h.
STAR_WARS - Static variable in class com.tnsai.quality.observability.theme.LogThemes: Star Wars themed logging.
start() - Method in class com.tnsai.quality.observability.LlmInstrumentation.LlmSpanBuilder: Starts the span and returns it for manual management.
start() - Method in class com.tnsai.quality.observability.PrometheusMetricsExporter: Starts the HTTP server for metrics exposition.
startChildSpan(TraceContext, String) - Method in class com.tnsai.quality.observability.OpenTelemetryTracer: Starts a child span under an existing TraceContext.
startedAt() - Method in record class com.tnsai.quality.security.harness.AgentRun: Returns the value of the startedAt record component.
startedAt() - Method in record class com.tnsai.quality.security.harness.PipelineStateStore.RunMetadata: Returns the value of the startedAt record component.
startGeneration(String) - Method in class com.tnsai.quality.tracing.AgentTrace: Convenience: creates a generation builder pre-linked to this trace's context.
startLine() - Method in record class com.tnsai.quality.security.harness.MatcherSpi.Hit: Returns the value of the startLine record component.
startLine() - Method in record class com.tnsai.quality.security.harness.ReviewFinding: Returns the value of the startLine record component.
startOffset() - Method in record class com.tnsai.quality.redaction.RedactionFinding: Returns the value of the startOffset record component.
startSpan(String) - Method in class com.tnsai.quality.observability.OpenTelemetryTracer: Starts a new span with the given operation name.
startSpan(String) - Method in class com.tnsai.quality.tracing.AgentTrace: Convenience: creates a span builder pre-linked to this trace's context.
startSpan(String, SpanKind) - Method in class com.tnsai.quality.observability.OpenTelemetryTracer: Starts a new span with the given operation name and kind.
startTime() - Method in class com.tnsai.quality.tracing.AgentTrace
startTime() - Method in class com.tnsai.quality.tracing.Observation
startTime(Instant) - Method in class com.tnsai.quality.tracing.AgentTrace.Builder
startTime(Instant) - Method in class com.tnsai.quality.tracing.Observation.Builder
startupMessage() - Method in interface com.tnsai.quality.observability.theme.LogTheme: Optional: Returns a fun startup message.
STATE_CHANGE - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
stateChange(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs state change.
stateStore() - Method in record class com.tnsai.quality.security.harness.PipelineContext: Returns the value of the stateStore record component.
stateStore(PipelineStateStore) - Method in class com.tnsai.quality.security.harness.CodeReviewPipeline.Builder
status() - Method in record class com.tnsai.quality.cost.BudgetState: Returns the value of the status record component.
status() - Method in record class com.tnsai.quality.slo.SLOState: Returns the value of the status record component.
stderr() - Method in record class com.tnsai.quality.sandbox.SandboxResult: Returns the value of the stderr record component.
stderrString() - Method in record class com.tnsai.quality.sandbox.SandboxResult: UTF-8 stderr view.
stdin() - Method in record class com.tnsai.quality.sandbox.Command: Returns the value of the stdin record component.
stdout() - Method in record class com.tnsai.quality.sandbox.SandboxResult: Returns the value of the stdout record component.
stdoutString() - Method in record class com.tnsai.quality.sandbox.SandboxResult: UTF-8 stdout view — the common-case accessor.
stop() - Method in class com.tnsai.quality.observability.PrometheusMetricsExporter: Stops the HTTP server.
stop() - Method in class com.tnsai.quality.sandbox.ContainerSandbox
stop() - Method in class com.tnsai.quality.sandbox.ObservedSandbox
stop() - Method in class com.tnsai.quality.sandbox.ProcessSandbox
stop() - Method in interface com.tnsai.quality.sandbox.Sandbox: Graceful shutdown.
stop() - Method in class com.tnsai.quality.sandbox.SandboxPool.Lease
strategy(AggregationStrategy) - Method in class com.tnsai.quality.validation.parallel.ValidationResult.Builder
Strategy - Search tag in class com.tnsai.quality.observability.LabelCardinalityGuard: Section
strict() - Static method in class com.tnsai.quality.security.llm.PromptInjectionDetector: Creates a strict detector with lower confidence threshold.
strict() - Static method in class com.tnsai.quality.security.moderation.PatternBasedModerator: Creates a strict moderator with lower thresholds.
strict() - Static method in class com.tnsai.quality.security.validation.ValidationService: Creates a strict validation service.
StringUtils - Class in com.tnsai.quality.internal: Internal string utilities shared across tnsai-quality subpackages.
succeeded() - Method in record class com.tnsai.quality.security.harness.AgentRun: true when the run completed without recording an error.
success() - Method in record class com.tnsai.quality.sandbox.SandboxResult: true if the process exited with a zero status and was not killed by the sandbox enforcement layer.
success() - Method in record class com.tnsai.quality.slo.InMemorySLOEvaluator.Attempt: Returns the value of the success record component.
success(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs success message.
success(String, String, String, double, Duration) - Static method in class com.tnsai.quality.validation.parallel.AgentResponse: Creates a successful response.
SUCCESS - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
successful(boolean) - Method in class com.tnsai.quality.validation.parallel.AgentResponse.Builder
successfulAgents(int) - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics.Builder
Supported Rule Formats - Search tag in class com.tnsai.invariants.rules.RuleParser: Section
symbol - Variable in enum class com.tnsai.invariants.InvariantExpression.ComparisonOp
synthesisLLM(LLMClient) - Method in class com.tnsai.quality.validation.parallel.ParallelValidationExecutor.Builder: Sets the LLM client to use for synthesis (required for CONSENSUS and ENSEMBLE).
SYSTEM_PROMPT_OVERRIDE - Enum constant in enum class com.tnsai.quality.security.llm.InjectionDetectionResult.InjectionType: Attempt to override system prompt

T

tagLengthBits(int) - Method in class com.tnsai.quality.security.EncryptionConfig.Builder: Sets the authentication tag length in bits (default: 128).
target() - Method in record class com.tnsai.invariants.InvariantExpression.MethodCall: Returns the value of the target record component.
target() - Method in record class com.tnsai.quality.slo.SLODefinition: Returns the value of the target record component.
Target - Record Class in com.tnsai.quality.slo: Numeric target an SLO must hold (issue #92).
Target(double, Target.Comparison, Optional<Double>) - Constructor for record class com.tnsai.quality.slo.Target: Creates an instance of a Target record class.
Target.Comparison - Enum Class in com.tnsai.quality.slo: Direction of comparison between observed value and target.
targetPercent() - Method in record class com.tnsai.quality.slo.Target: Returns the value of the targetPercent record component.
TC_KIMLIK - Static variable in class com.tnsai.quality.redaction.RedactionPatterns: Turkish national ID number — 11 digits, with the documented checksum.
temperature(double) - Method in class com.tnsai.quality.observability.LlmInstrumentation.LlmSpanBuilder
tenant(String) - Static method in record class com.tnsai.quality.cost.CostScope: Convenience: tenant-only scope (no agent / capability narrowing).
tenant(String, Redactor) - Method in class com.tnsai.quality.redaction.TenantPolicyRedactor.Builder: Register a per-tenant override.
tenant(String, EventSamplingPolicy) - Method in class com.tnsai.quality.sampling.TenantPolicySamplingPolicy.Builder: Register a per-tenant override.
tenantId() - Method in record class com.tnsai.quality.cost.CostBudget: Returns the value of the tenantId record component.
tenantId() - Method in record class com.tnsai.quality.cost.CostScope: Returns the value of the tenantId record component.
tenantId() - Method in record class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Rule: Returns the value of the tenantId record component.
tenantId() - Method in record class com.tnsai.quality.slo.EventScope: Returns the value of the tenantId record component.
tenantId() - Method in record class com.tnsai.quality.slo.SLOScope.ForAgent: Returns the value of the tenantId record component.
tenantId() - Method in record class com.tnsai.quality.slo.SLOScope.ForTenant: Returns the value of the tenantId record component.
tenantOverrides() - Method in class com.tnsai.quality.redaction.TenantPolicyRedactor: Snapshot of the registry for inspection / testing.
tenantOverrides() - Method in class com.tnsai.quality.sampling.TenantPolicySamplingPolicy: Snapshot of the registry for inspection / testing.
tenantPolicyId() - Method in record class com.tnsai.quality.redaction.RedactionContext: Returns the value of the tenantPolicyId record component.
TenantPolicyRedactor - Class in com.tnsai.quality.redaction: Redactor that dispatches each call to a per-tenant Redactor based on the active RedactionContext (issue #80).
TenantPolicyRedactor(Map<String, Redactor>, Redactor) - Constructor for class com.tnsai.quality.redaction.TenantPolicyRedactor
TenantPolicyRedactor.Builder - Class in com.tnsai.quality.redaction
TenantPolicySamplingPolicy - Class in com.tnsai.quality.sampling: EventSamplingPolicy that dispatches each call to a per-tenant policy based on EventContext.tenantId() (issue #82).
TenantPolicySamplingPolicy(Map<String, EventSamplingPolicy>, EventSamplingPolicy) - Constructor for class com.tnsai.quality.sampling.TenantPolicySamplingPolicy
TenantPolicySamplingPolicy.Builder - Class in com.tnsai.quality.sampling
Tenant scoping - Search tag in interface com.tnsai.quality.ratelimit.EventRateLimiter: Section
tenantWide(String, BigDecimal, Duration, BudgetPolicy) - Static method in record class com.tnsai.quality.cost.CostBudget: Convenience: tenant-wide budget, no agent / capability narrowing.
terminate() - Method in class com.tnsai.quality.sandbox.ContainerSandbox
terminate() - Method in class com.tnsai.quality.sandbox.ObservedSandbox
terminate() - Method in class com.tnsai.quality.sandbox.ProcessSandbox
terminate() - Method in interface com.tnsai.quality.sandbox.Sandbox: Forcibly kill the sandbox and release its resources.
terminate() - Method in class com.tnsai.quality.sandbox.SandboxPool.Lease: Terminates the underlying sandbox and removes it from the pool — use SandboxPool.Lease.close() to return it for reuse.
text() - Method in record class com.tnsai.quality.redaction.RedactionResult: Returns the value of the text record component.
ThemedLogger - Class in com.tnsai.quality.observability.theme: Logger wrapper that applies themed formatting to messages.
Thread safety - Search tag in class com.tnsai.quality.observability.otlp.OtlpLLMCallExporter: Section
Thread safety - Search tag in class com.tnsai.quality.redaction.PatternRedactor: Section
Thread safety - Search tag in interface com.tnsai.quality.ratelimit.EventRateLimiter: Section
Thread-safety - Search tag in class com.tnsai.quality.redaction.RedactingLLMCallPublisher: Section
Thread-safety - Search tag in class com.tnsai.quality.sandbox.RecordingSandboxExecutionListener: Section
throwing() - Static method in class com.tnsai.quality.security.llm.PromptInjectionDetector: Creates a detector that throws on detection.
throwOnDetection(boolean) - Method in class com.tnsai.quality.security.llm.PromptInjectionDetector.Builder: Enables throwing SecurityException on detection.
timed(String, Supplier<T>) - Method in class com.tnsai.quality.observability.AgentLogger: Executes and times an operation.
timedOut() - Method in record class com.tnsai.quality.sandbox.SandboxExecutionEvent: Returns the value of the timedOut record component.
timedOut() - Method in record class com.tnsai.quality.sandbox.SandboxResult: Returns the value of the timedOut record component.
timedRun(String, Runnable) - Method in class com.tnsai.quality.observability.AgentLogger: Executes and times a void operation.
timeout() - Method in record class com.tnsai.quality.sandbox.ResourceLimits: Returns the value of the timeout record component.
timeout(Duration) - Method in class com.tnsai.quality.validation.parallel.ParallelValidationExecutor.Builder: Sets the timeout for parallel execution.
timestamp() - Method in record class com.tnsai.quality.redaction.RedactionAuditEvent: Returns the value of the timestamp record component.
timestamp() - Method in record class com.tnsai.quality.sandbox.SandboxExecutionEvent: Returns the value of the timestamp record component.
timestamp(Instant) - Method in class com.tnsai.quality.validation.parallel.AgentResponse.Builder
title() - Method in record class com.tnsai.quality.security.harness.ReviewFinding: Returns the value of the title record component.
TNSAI_AGENT_ID - Static variable in class com.tnsai.quality.observability.LlmInstrumentation
TNSAI_AGENT_NAME - Static variable in class com.tnsai.quality.observability.LlmInstrumentation
TNSAI_MD - Enum constant in enum class com.tnsai.quality.security.llm.ContextFileSource: .tnsai.md — TnsAI's own project-context convention.
TNSAI_MESSAGE_LENGTH - Static variable in class com.tnsai.quality.observability.LlmInstrumentation
TNSAI_TOOL_CALLS_COUNT - Static variable in class com.tnsai.quality.observability.LlmInstrumentation
TNSAI_TOOL_USE_ENABLED - Static variable in class com.tnsai.quality.observability.LlmInstrumentation
TnsAITelemetry - Class in com.tnsai.quality.observability: Central configuration for OpenTelemetry in TnsAI framework.
TnsAITelemetry.Builder - Class in com.tnsai.quality.observability: Builder for TnsAITelemetry configuration.
toBase64Key() - Method in class com.tnsai.quality.security.EncryptionConfig: Exports the key as a Base64-encoded string.
toLogContext() - Method in class com.tnsai.quality.observability.TraceContext: Creates a map suitable for structured logging (MDC).
toMap() - Method in class com.tnsai.quality.observability.health.HealthCheckResult: Converts this result to a map suitable for JSON serialization.
TOOL_CALL - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
TOOL_INPUT - Enum constant in enum class com.tnsai.quality.redaction.RedactionScope: Tool input arguments captured for replay / audit.
TOOL_OUTPUT - Enum constant in enum class com.tnsai.quality.redaction.RedactionScope: Tool output captured for downstream consumers.
toolCall(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs tool call.
ToolFilter - Class in com.tnsai.quality.security: Glob-based tool filtering with allow/deny patterns.
ToolFilter.Builder - Class in com.tnsai.quality.security: Builder for ToolFilter.
ToolPermissionManager - Class in com.tnsai.quality.security: Manages per-tool permission levels using the 3-tier model.
ToolPermissionManager() - Constructor for class com.tnsai.quality.security.ToolPermissionManager: Creates a manager with PermissionLevel.ASK as the default.
ToolPermissionManager(PermissionLevel) - Constructor for class com.tnsai.quality.security.ToolPermissionManager: Creates a manager with the specified default permission level.
toolUseEnabled(boolean) - Method in class com.tnsai.quality.observability.LlmInstrumentation.LlmSpanBuilder
toOTelSpan(TraceContext) - Method in class com.tnsai.quality.observability.OpenTelemetryTracer: Creates an OpenTelemetry span from a TraceContext.
topic() - Method in record class com.tnsai.quality.validation.parallel.ValidationResult.Divergence: Returns the value of the topic record component.
topP(double) - Method in class com.tnsai.quality.observability.LlmInstrumentation.LlmSpanBuilder
toString() - Method in record class com.tnsai.invariants.InvariantExpression.And: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.invariants.InvariantExpression.Comparison: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.invariants.InvariantExpression.FieldRef: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.invariants.InvariantExpression.Literal: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.invariants.InvariantExpression.MethodCall: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.invariants.InvariantExpression.Not: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.invariants.InvariantExpression.Or: Returns a string representation of this record class.
toString() - Method in class com.tnsai.invariants.rules.ConditionalRule
toString() - Method in class com.tnsai.invariants.rules.RuleEngine.RuleViolation
toString() - Method in record class com.tnsai.quality.cost.BudgetState: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.cost.CostBudget: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.cost.CostScope: Returns a string representation of this record class.
toString() - Method in class com.tnsai.quality.observability.health.HealthCheckResult
toString() - Method in class com.tnsai.quality.observability.TraceContext
toString() - Method in record class com.tnsai.quality.redaction.RedactionAuditEvent: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.redaction.RedactionContext: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.redaction.RedactionFinding: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.redaction.RedactionPattern: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.redaction.RedactionResult: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Rule: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.sampling.SamplingDecision.Capture: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.sampling.SamplingDecision.CaptureDownsampled: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.sampling.SamplingDecision.Drop: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.sampling.SamplingInput: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.sandbox.Command: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.sandbox.FsMount: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.sandbox.NetPolicy.AllowList: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.sandbox.NetPolicy.DenyAll: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.sandbox.NetPolicy.Inherit: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.sandbox.ResourceLimits: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.sandbox.ResourceUsage: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.sandbox.SandboxExecutionEvent: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.sandbox.SandboxResult: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.sandbox.SandboxSpec: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.security.DestructiveCommandDetector.DestructivePattern: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.security.harness.AgentRun: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.security.harness.FileRecord: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.security.harness.MatcherSpi.Hit: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.security.harness.PipelineContext: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.security.harness.PipelineStateStore.RunMetadata: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.security.harness.ReviewAgentSpi.ReviewContext: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.security.harness.ReviewFinding: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.security.harness.StageResult: Returns a string representation of this record class.
toString() - Method in class com.tnsai.quality.security.llm.InjectionDetectionResult
toString() - Method in class com.tnsai.quality.security.moderation.ModerationResult
toString() - Method in record class com.tnsai.quality.security.SecretFilter.ScrubResult: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.security.SecretPattern: Returns a string representation of this record class.
toString() - Method in class com.tnsai.quality.security.validation.ValidationResult
toString() - Method in record class com.tnsai.quality.slo.BurnRateConfig: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.slo.BurnRateMetric: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.slo.DegradationPolicy.DisableFeature: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.slo.DegradationPolicy.NoDegradation: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.slo.DegradationPolicy.RefuseNewWork: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.slo.DegradationPolicy.RouteToFallback: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.slo.DegradationPolicy.ShedLowPriorityLoad: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.slo.EventScope: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.slo.InMemorySLOEvaluator.Attempt: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.slo.SLODefinition: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.slo.SLOScope.ForAgent: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.slo.SLOScope.ForCapability: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.slo.SLOScope.ForTenant: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.slo.SLOScope.Global: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.slo.SLOState: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.quality.slo.Target: Returns a string representation of this record class.
toString() - Method in class com.tnsai.quality.tracing.AgentTrace
toString() - Method in record class com.tnsai.quality.tracing.guardrail.GuardrailResult: Returns a string representation of this record class.
toString() - Method in class com.tnsai.quality.tracing.Observation
toString() - Method in record class com.tnsai.quality.tracing.Score: Returns a string representation of this record class.
toString() - Method in class com.tnsai.quality.validation.parallel.AgentResponse
toString() - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics
toString() - Method in record class com.tnsai.quality.validation.parallel.ValidationResult.Divergence: Returns a string representation of this record class.
toString() - Method in class com.tnsai.quality.validation.parallel.ValidationResult
totalAgents(int) - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics.Builder
totalExecutionTime(Duration) - Method in class com.tnsai.quality.validation.parallel.ValidationMetrics.Builder
totalFindings() - Method in record class com.tnsai.quality.redaction.RedactionAuditEvent: Returns the value of the totalFindings record component.
totalRedactions() - Method in record class com.tnsai.quality.security.SecretFilter.ScrubResult: Returns total number of redactions made.
totalTokens() - Method in class com.tnsai.quality.tracing.Observation: Returns total tokens (input + output).
toTraceParent() - Method in class com.tnsai.quality.observability.TraceContext: Creates a W3C traceparent header value.
TOXIC - Enum constant in enum class com.tnsai.quality.security.moderation.ModerationResult.Category: Toxic language
trace(String, Runnable) - Method in class com.tnsai.quality.observability.OpenTelemetryTracer: Executes a runnable within a span scope.
trace(String, Supplier<T>) - Method in class com.tnsai.quality.observability.OpenTelemetryTracer: Executes a supplier within a span scope.
TRACE - Enum constant in enum class com.tnsai.quality.redaction.LoggingRedactionAuditListener.Level
traceAction(Agent, String, Map<String, Object>, Supplier<T>) - Method in class com.tnsai.quality.observability.AgentInstrumentation: Traces an action execution.
traceChat(Agent, String, Supplier<T>) - Method in class com.tnsai.quality.observability.AgentInstrumentation: Traces a chat operation.
traceChat(String, String, Integer, Double, Supplier<T>) - Method in class com.tnsai.quality.observability.LlmInstrumentation: Traces an LLM chat completion operation with request parameters.
traceChat(String, String, Supplier<T>) - Method in class com.tnsai.quality.observability.LlmInstrumentation: Traces an LLM chat completion operation.
TraceContext - Class in com.tnsai.quality.observability: Distributed tracing context for tracking operations across agents.
TraceContext - Class in com.tnsai.quality.tracing: Thread-local context for automatic parent-child nesting of observations.
TraceContext.Scope - Class in com.tnsai.quality.tracing: AutoCloseable scope for try-with-resources pattern.
TraceContext.SpanStatus - Enum Class in com.tnsai.quality.observability: Span status values.
Traced Operations - Search tag in class com.tnsai.quality.observability.AgentInstrumentation: Section
Traced Operations - Search tag in package com.tnsai.quality.observability: Section
traceEmbeddings(String, String, int, Supplier<T>) - Method in class com.tnsai.quality.observability.LlmInstrumentation: Traces an LLM embeddings operation.
traceLlmCall(Agent, String, String, Supplier<T>) - Method in class com.tnsai.quality.observability.AgentInstrumentation: Traces an LLM call with semantic conventions.
tracer(Tracer) - Method in class com.tnsai.quality.observability.otlp.OtlpLLMCallExporter.Builder
traceStreamChat(String, String, Supplier<T>) - Method in class com.tnsai.quality.observability.LlmInstrumentation: Traces an LLM streaming chat operation.
traceToolCall(Agent, String, Map<String, Object>, Supplier<T>) - Method in class com.tnsai.quality.observability.AgentInstrumentation: Traces a tool call.
TRANSFORMATION - Static variable in class com.tnsai.quality.security.EncryptionConfig
truncate(String, int) - Static method in class com.tnsai.quality.internal.StringUtils: Truncates a string to the given maximum length, appending "..." if truncated.
TURKISH - Static variable in class com.tnsai.quality.observability.theme.LogThemes: Turkish themed logging.
type() - Method in record class com.tnsai.quality.slo.SLODefinition: Returns the value of the type record component.
type() - Method in class com.tnsai.quality.tracing.Observation
type() - Method in record class com.tnsai.quality.tracing.Score: Returns the value of the type record component.

U

unchanged(String) - Static method in record class com.tnsai.quality.redaction.RedactionResult: Convenience: result for a clean input that produced no findings.
unknown() - Static method in class com.tnsai.quality.observability.health.HealthCheckResult: Creates an unknown status result.
unknown() - Static method in record class com.tnsai.quality.sandbox.ResourceUsage
unknown(String) - Static method in class com.tnsai.quality.observability.health.HealthCheckResult: Creates an unknown status result with a message.
UNKNOWN - Enum constant in enum class com.tnsai.quality.observability.health.HealthStatus: Component status cannot be determined.
UNKNOWN - Enum constant in enum class com.tnsai.quality.security.llm.InjectionDetectionResult.InjectionType: Unknown pattern
UNKNOWN - Static variable in record class com.tnsai.quality.sandbox.ResourceUsage: Sentinel for "metric unavailable from this backend".
UNKNOWN_BUCKET - Static variable in class com.tnsai.quality.observability.LabelCardinalityGuard: Label value used when an input is null / empty.
unregister(String) - Method in class com.tnsai.quality.observability.health.HealthRegistry: Unregisters a health indicator.
unregisterAgent(Agent) - Method in class com.tnsai.quality.observability.AgentInstrumentation: Unregisters an agent and decrements active agent count.
unsafeDeserialization() - Static method in class com.tnsai.quality.security.harness.BuiltInMatchers: CWE-502 — Unsafe deserialisation (Java ObjectInputStream, pickle, yaml).
UNSET - Enum constant in enum class com.tnsai.quality.observability.TraceContext.SpanStatus
up() - Static method in class com.tnsai.quality.observability.health.HealthCheckResult: Creates a healthy (UP) result.
up(String) - Static method in class com.tnsai.quality.observability.health.HealthCheckResult: Creates a healthy (UP) result with a message.
UP - Enum constant in enum class com.tnsai.quality.observability.health.HealthStatus: Component is functioning normally.
US_SSN - Static variable in class com.tnsai.quality.redaction.RedactionPatterns
Usage - Search tag in class com.tnsai.eval.hooks.EvalHookManager: Section
Usage - Search tag in class com.tnsai.invariants.InvariantChecker: Section
Usage - Search tag in class com.tnsai.invariants.rules.RuleEngine: Section
Usage - Search tag in class com.tnsai.quality.observability.PrometheusMetricsExporter: Section
Usage - Search tag in class com.tnsai.quality.observability.SpanNaming: Section
Usage - Search tag in class com.tnsai.quality.observability.theme.LogThemes: Section
Usage - Search tag in class com.tnsai.quality.observability.theme.ThemedLogger: Section
Usage - Search tag in class com.tnsai.quality.security.DefaultPermissionProvider: Section
Usage - Search tag in class com.tnsai.quality.security.EncryptionConfig: Section
Usage - Search tag in class com.tnsai.quality.security.SecretFilter: Section
Usage - Search tag in class com.tnsai.quality.security.SecurityEnforcer: Section
Usage - Search tag in class com.tnsai.quality.security.ToolFilter: Section
Usage - Search tag in class com.tnsai.quality.security.ToolPermissionManager: Section
Usage - Search tag in class com.tnsai.quality.validation.parallel.ParallelValidationExecutor: Section
Usage - Search tag in interface com.tnsai.quality.observability.theme.LogTheme: Section
Usage Example - Search tag in class com.tnsai.quality.observability.AgentInstrumentation: Section
Usage Example - Search tag in class com.tnsai.quality.observability.LlmInstrumentation: Section
Usage Example - Search tag in class com.tnsai.quality.observability.OpenTelemetryMetrics: Section
Usage Example - Search tag in class com.tnsai.quality.observability.OpenTelemetryTracer: Section
Usage Example - Search tag in class com.tnsai.quality.observability.TnsAITelemetry: Section
Usage Example - Search tag in class com.tnsai.quality.security.llm.PromptInjectionDetector: Section
Usage Example - Search tag in class com.tnsai.quality.security.moderation.PatternBasedModerator: Section
Usage Example - Search tag in class com.tnsai.quality.security.validation.ValidationResult: Section
Usage Example - Search tag in class com.tnsai.quality.security.validation.ValidationService: Section
Usage Example - Search tag in interface com.tnsai.quality.security.moderation.ContentModerator: Section
Usage Example - Search tag in package com.tnsai.quality.observability: Section
Use Cases - Search tag in class com.tnsai.quality.validation.parallel.ParallelValidationExecutor: Section
utilisation() - Method in interface com.tnsai.quality.sampling.AdaptiveSamplingPolicy.BackpressureSignal

V

valid() - Static method in class com.tnsai.quality.security.validation.ValidationResult: Returns a successful validation result.
validateNumber(Number, String, Number, Number) - Method in class com.tnsai.quality.security.validation.ValidationService: Validates a numeric value.
validateOrThrow(String, String) - Method in class com.tnsai.quality.security.validation.ValidationService: Validates input and throws SecurityException if invalid.
validateParameters(Map<String, Object>) - Method in class com.tnsai.quality.security.validation.ValidationService: Validates a map of parameters.
validateParametersOrThrow(Map<String, Object>) - Method in class com.tnsai.quality.security.validation.ValidationService: Validates parameters and throws SecurityException if invalid.
validateString(String, String) - Method in class com.tnsai.quality.security.validation.ValidationService: Validates a string input.
ValidationMetrics - Class in com.tnsai.quality.validation.parallel: Metrics from parallel validation execution.
ValidationMetrics.Builder - Class in com.tnsai.quality.validation.parallel
ValidationResult - Class in com.tnsai.quality.security.validation: Result of input validation.
ValidationResult - Class in com.tnsai.quality.validation.parallel: Result of parallel validation across multiple agents.
ValidationResult.Builder - Class in com.tnsai.quality.security.validation: Builder for ValidationResult.
ValidationResult.Builder - Class in com.tnsai.quality.validation.parallel
ValidationResult.Divergence - Record Class in com.tnsai.quality.validation.parallel: Represents a point where agents diverge.
ValidationService - Class in com.tnsai.quality.security.validation: Comprehensive input validation service.
ValidationService.Builder - Class in com.tnsai.quality.security.validation: Builder for ValidationService.
validator() - Method in record class com.tnsai.quality.redaction.RedactionPattern: Returns the value of the validator record component.
value() - Method in record class com.tnsai.invariants.InvariantExpression.Literal: Returns the value of the value record component.
value() - Method in record class com.tnsai.quality.tracing.Score: Returns the value of the value record component.
valueOf(String) - Static method in enum class com.tnsai.invariants.InvariantExpression.ComparisonOp: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.cost.BudgetPolicy: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.cost.BudgetState.Status: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.observability.health.HealthStatus: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.observability.theme.LogEvent: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.observability.TraceContext.SpanStatus: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.ratelimit.Decision: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.redaction.LoggingRedactionAuditListener.Level: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.redaction.RedactionScope: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.redaction.Severity: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Outcome: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.security.DestructiveCommandDetector.Severity: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.security.harness.ExportFormat: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.security.harness.Severity: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.security.llm.ContextFileSource: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.security.llm.InjectionDetectionResult.ConfidenceLevel: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.security.llm.InjectionDetectionResult.InjectionType: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.security.moderation.ModerationResult.Action: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.security.moderation.ModerationResult.Category: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.security.PermissionLevel: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.slo.SLOStatus: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.slo.SLOType: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.slo.Target.Comparison: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.tracing.ObservationType: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.tracing.ScoreSource: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.tracing.ScoreType: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.quality.validation.parallel.AggregationStrategy: Returns the enum constant of this class with the specified name.
values() - Static method in enum class com.tnsai.invariants.InvariantExpression.ComparisonOp: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.cost.BudgetPolicy: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.cost.BudgetState.Status: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.observability.health.HealthStatus: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.observability.theme.LogEvent: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.observability.TraceContext.SpanStatus: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.ratelimit.Decision: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.redaction.LoggingRedactionAuditListener.Level: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.redaction.RedactionScope: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.redaction.Severity: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.sampling.RuleBasedSamplingPolicy.Outcome: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.security.DestructiveCommandDetector.Severity: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.security.harness.ExportFormat: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.security.harness.Severity: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.security.llm.ContextFileSource: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.security.llm.InjectionDetectionResult.ConfidenceLevel: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.security.llm.InjectionDetectionResult.InjectionType: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.security.moderation.ModerationResult.Action: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.security.moderation.ModerationResult.Category: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.security.PermissionLevel: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.slo.SLOStatus: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.slo.SLOType: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.slo.Target.Comparison: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.tracing.ObservationType: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.tracing.ScoreSource: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.tracing.ScoreType: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.quality.validation.parallel.AggregationStrategy: Returns an array containing the constants of this enum class, in the order they are declared.
verbose() - Static method in class com.tnsai.quality.sampling.SamplingPolicies: Capture every event; recommended for dev / staging / single tenant.
version() - Method in class com.tnsai.quality.security.harness.ReviewAgent
version() - Method in interface com.tnsai.quality.security.harness.ReviewAgentSpi: Backend version / model identifier.
VIOLENCE - Enum constant in enum class com.tnsai.quality.security.moderation.ModerationResult.Category: Violence and threats
VOTING - Enum constant in enum class com.tnsai.quality.validation.parallel.AggregationStrategy: Majority voting - select the most common response.

W

wallClockMs() - Method in record class com.tnsai.quality.sandbox.ResourceUsage: Returns the value of the wallClockMs record component.
warmable() - Method in record class com.tnsai.quality.sandbox.SandboxSpec: Returns the value of the warmable record component.
warmable(boolean) - Method in class com.tnsai.quality.sandbox.SandboxSpec.Builder
warn(String) - Method in class com.tnsai.quality.observability.AgentLogger: Creates a warn log entry.
warn(String) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs warning message.
warn(String, Throwable) - Method in class com.tnsai.quality.observability.AgentLogger: Creates a warn log entry with exception.
warn(String, Throwable) - Method in class com.tnsai.quality.observability.theme.ThemedLogger: Logs warning with exception.
warn(String, Map<ModerationResult.Category, Double>) - Static method in class com.tnsai.quality.security.moderation.ModerationResult: Returns a warning result.
WARN - Enum constant in enum class com.tnsai.quality.redaction.LoggingRedactionAuditListener.Level
WARN - Enum constant in enum class com.tnsai.quality.security.moderation.ModerationResult.Action: Warn but allow
WARNING - Enum constant in enum class com.tnsai.quality.cost.BudgetState.Status: Spend is between 80% and 100% of the cap.
WARNING - Enum constant in enum class com.tnsai.quality.observability.theme.LogEvent
warnThreshold(double) - Method in class com.tnsai.quality.security.moderation.PatternBasedModerator.Builder: Sets the warn threshold.
WasmSandboxFactory - Class in com.tnsai.quality.sandbox: WebAssembly + WASI SandboxFactory entry-point (TNS-296).
WasmSandboxFactory() - Constructor for class com.tnsai.quality.sandbox.WasmSandboxFactory
weakCrypto() - Static method in class com.tnsai.quality.security.harness.BuiltInMatchers: CWE-327 — Use of weak / broken cryptographic algorithms.
What gets scrubbed - Search tag in class com.tnsai.quality.redaction.RedactingLLMCallPublisher: Section
Why a hook - Search tag in class com.tnsai.quality.cost.CostBudgetEnforcer: Section
window() - Method in record class com.tnsai.quality.slo.SLODefinition: Returns the value of the window record component.
Wire shape - Search tag in class com.tnsai.quality.observability.otlp.OtlpLLMCallExporter: Section
with(String, Object) - Method in class com.tnsai.quality.observability.AgentLogger.LogEntry: Adds a context field to the log entry.
withAll(Map<String, Object>) - Method in class com.tnsai.quality.observability.AgentLogger.LogEntry: Adds multiple context fields.
withCurrentTrace() - Method in class com.tnsai.quality.observability.AgentLogger: Uses the current thread's trace context.
withDefault() - Static method in class com.tnsai.quality.sampling.ErrorAlwaysPolicy: Convenience: the documented production default of 10% INFO/DEBUG capture.
withDefaults() - Static method in class com.tnsai.quality.redaction.PatternRedactor: Convenience: redactor pre-loaded with RedactionPatterns.defaults().
withDefaults() - Static method in class com.tnsai.quality.sampling.PriorityBasedSamplingPolicy: Convenience: policy with the documented default rates per level.
withDefaults() - Static method in class com.tnsai.quality.security.DestructiveCommandDetector: Convenience: a detector loaded with the bundled default pattern catalogue.
withDefaults() - Static method in class com.tnsai.quality.security.moderation.PatternBasedModerator: Creates a moderator with default patterns.
withDefaults() - Static method in class com.tnsai.quality.security.validation.ValidationService: Creates a service with default settings.
withDetail(String, Object) - Method in class com.tnsai.quality.observability.health.HealthCheckResult: Adds a detail to the result.
withDetails(Map<String, Object>) - Method in class com.tnsai.quality.observability.health.HealthCheckResult: Adds multiple details to the result.
withDisabled() - Method in record class com.tnsai.quality.security.SecretPattern: Creates a disabled copy of this pattern.
withDuration(Duration) - Method in class com.tnsai.quality.observability.health.HealthCheckResult: Sets the check duration.
withEnabled() - Method in record class com.tnsai.quality.security.SecretPattern: Creates an enabled copy of this pattern.
withFinding(ReviewFinding) - Method in record class com.tnsai.quality.security.harness.FileRecord: Add a finding; returns a new record (records are immutable).
withoutDefaults() - Method in class com.tnsai.quality.security.DestructiveCommandDetector.Builder: Don't auto-load the bundled default catalogue.
withRun(AgentRun) - Method in record class com.tnsai.quality.security.harness.FileRecord: Append an agent run to history.
withStdin(List<String>, String) - Static method in record class com.tnsai.quality.sandbox.Command: Convenience for argv + stdin.
withTrace(TraceContext) - Method in class com.tnsai.quality.observability.AgentLogger: Sets the trace context for subsequent log calls.
workingDir() - Method in record class com.tnsai.quality.sandbox.SandboxSpec: Returns the value of the workingDir record component.
workingDir(String) - Method in class com.tnsai.quality.sandbox.SandboxSpec.Builder
worse(HealthStatus) - Method in enum class com.tnsai.quality.observability.health.HealthStatus: Returns the worse of two statuses.
writeReport(String, byte[]) - Method in class com.tnsai.quality.security.harness.FileSystemPipelineStateStore
writeReport(String, byte[]) - Method in interface com.tnsai.quality.security.harness.PipelineStateStore: Write a binary report (findings.sarif, findings.md, …) under reports/.

X

xmlExternalEntity() - Static method in class com.tnsai.quality.security.harness.BuiltInMatchers: CWE-611 — XML External Entity expansion (XXE).

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