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Bug and impact
Editing a proposal (or any flow that calls save_field_values) a second time after session custom fields were already
saved returned HTTP 500 with UNIQUE constraint failed: session_field_value.session_id, ...
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a detailed description of the pull request process. -- !-- Be sure to name your PR ...
Please accept this contribution adding the standard Microsoft SECURITY.MD :lock: file to help the community understand
the security policy and how to safely report security issues. GitHub uses the presence ...
Merge proof registry persistence
This PR proposes append-only persistence of a generated merge proof registry entry. Proof generation is complete; proof
persistence is intentionally routed through governed ...
Groups ~20K recovered phone images by visual similarity using either perceptual hashing (fast, good for near-duplicates)
or spatial color embeddings + KMeans (better separation of visually distinct content). ...
Summary
Completes docs/plans/2026-05-30-001-feat-universal-agent-repo-onboarding-v0 — universal agent + repo onboarding for
DontPanic — driven end-to-end through the cross-model orchestration harness ...
Code edited with ruff. Some bugs fixed