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  "debrief": "Codex was asked to update query anchor notes in julep-ai/julep. The change added AGENTS guidance for database queries and AIDEV notes to session query modules. It touched nine files, adding 127 lines and removing six across two commits. One review followed with no change requests or review comments. It merged clean after 0.82 hours.",
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  "body_excerpt": "### **User description**\n## Summary\n- expand AGENTS guidance for database queries\n- add AIDEV notes to session query modules\n\n## Testing\n- `ruff format agents-api/agents_api/queries/sessions/create_session.py agents-api/agents_api/queries/sessions/count_sessions.py`\n- `ruff check agents-api/agents_a",
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