traceability

Traceability detects production law violations by monitoring law.*.violated_total, law.*.violation_rate, and law.*.p95_latency_ms metrics alongside law.violation events in JSON logs. It classifies violation patterns—single, periodic, burst, or gradual—and feeds structured results into pce-memory for actionable analysis.

Runtime traceability maps production events to corresponding Law and Term records in memory, establishing bidirectional linkage. This enables real-time ingestion of violations, structured analytics, and generation of LAW health reports with root-cause analysis and improvement proposals.

Yes. Traceability performs pattern classification on law violations—identifying single occurrences, periodic repeats, burst events, or gradual degradation. Results feed into memory records with root-cause analysis to support LAW health reporting and enhancement actions.

Traceability ingests law.*.violated_total and law.*.violation_rate metrics, law.*.p95_latency_ms latency measurements, and law.violation events in JSON format from production telemetry and logs to detect and analyze breaches.

Traceability upserts memory records with violation findings, pattern classifications, root-cause analysis, and improvement proposals. These structured outputs support LAW health reports and feed actionable enhancement recommendations downstream.