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LLM Audit Log Schema (Download)

LLM Audit Log Schema (Download) — A starter JSON schema for audit-ready agent pipeline logs: run IDs, spans, stages, retries, provenance, and artifacts.

This is a starter schema you can use to make agent workflows auditable:

  • stage-level logs (not just prompts)
  • stable run IDs + parent/child spans
  • retry metadata + error capture
  • provenance hooks for sources/artifacts

Download:

  • JSON schema: /assets/schemas/llm_audit_log_schema.v0.json

How to use it

  1. Emit one event per stage/span (start/end or combined).
  2. Store the event stream in your system of record (S3, Postgres, etc.).
  3. Build dashboards/alerts from derived metrics.
  4. Use run_id to replay and debug.

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Build narrative

Follow a coherent path from thesis to lab notes to proof-of-work instead of isolated pages.

Step 1
Intelligence systems office
The strategic map for what is being built and why.
 Step 2
Lab notes
Build footprints and progression logs as proof-of-work.
 Step 3
Control surface
Governance and monitoring architecture for operational reliability.
 Step 4
Private alignment
Convert insight into execution with scoped collaboration.