3 articles tagged Audittrail
Audit trails for AI agents: what breaks first
Design append-only decision records for AI agents: write-ahead ordering, policy snapshots, idempotency keys, and reconstruction drills that expose gaps.
15 min read · 5 November 2026
Agent audit trails: event log vs state snapshots
Event sourcing and state snapshots solve different audit problems for AI agents. Compare causal reconstruction, debugging fidelity, cost, and replay limits.
13 min read · 12 October 2026
Audit trails: ImmutableDB vs DynamoDB Streams
Compare append-only hash-chained logs with DynamoDB Streams for audit trails: replay, tamper evidence, cost model, and a decision checklist.
15 min read · 4 July 2026