> For the complete documentation index, see [llms.txt](https://docs.layerlens.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.layerlens.ai/11.-admin/audit-friendly-evidence.md).

# Audit-friendly evidence

Guide — produce audit-friendly evaluation evidence per release.

Each release pin cites its gating evaluation IDs:

```
Release 2026.05.01
 Eval: eval_abc123 — pass
 Trace eval: te_def456 — pass
 Methodology: judge_xyz789 v3 (GEPA-optimized)
```

Stratix preserves these artifacts indefinitely (Enterprise: configurable retention).

## See also

* [Industry pattern: healthcare contraindicated cocktail](/4.2-industry-use-cases/pattern.md)
* [Enterprise](/11.-admin/11-admin.md)