Why it matters
AI incidents happen. Understanding forensics enables root cause + fix.
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The architecture
Logs: prompt + output + tool calls + timestamps.
Traces: distributed trace of agent execution.
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How it works end to end
PII: redact logs while preserving structure for investigation.
Retention: match compliance + investigation needs.
Immutability: append-only log; tamper detection.
Model changes: track version deployed at time of incident.