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BlueprintPage 36
36OPERATIONS

Agent Activity Recorder & Replay

The product should answer not just “what did the agent do?” but “what authority and information led to that action?”

Priority
P1
Phase
Phase 2
Primary owner
Security Analytics
Status
Blueprint

Objective

The activity recorder is the black box for agent behavior. It reconstructs sequence, context and authority so an incident responder or auditor can understand how a result occurred across multiple tools and agents.

What to build

  • Timeline of agent decisions, tool calls, approvals and results.
  • Delegation tree showing parent/child agents and initiating principal.
  • Policy decision snapshots with policy version.
  • Optional prompt/response capture with redaction.
  • Replay/simulation against current or proposed policy.

Implementation decisions

  • Store immutable event identifiers and timestamps from trusted services.
  • Separate evidence preservation from user-editable notes.
  • Allow investigators to attach findings without altering original records.
  • Support export packages with integrity metadata.

Definition of done

  • An investigator can reconstruct a multi-agent incident without manually merging logs from every system.
  • Replay identifies where a stricter policy would have blocked the chain.
  • Evidence exports preserve original timestamps and identifiers.

Success metrics

  • Investigations using replay
  • Mean investigation time
  • Trace reconstruction success
  • Evidence export volume

FORENSICS

The product should answer not just “what did the agent do?” but “what authority and information led to that action?”