Logging & governance¶
What to log¶
At minimum per run:
- timestamp
- preset name
- prompt/messages
- parameters
- output
- token usage (if returned)
- seed
What NOT to log¶
Avoid logging:
- secrets (keys, tokens)
- personal data
- confidential documents
Executive takeaway¶
A good tuning program is also a risk management program: logging enables auditability and supports rollbacks if behavior changes.