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Summary of What Needs to be Done: Replace the deprecated datetime.utcnow() calls in backend/app/api/v1/analytics.py with
timezone-aware datetime.now(timezone.utc). The deprecated function is removed in ...
What problem does this solve?
webhook_health ( never_received / healthy / stale ) and last_webhook_at are the integration s best onboarding and
monitoring signal: they answer is my Alarm Manager wiring ...
feat
priority: medium
size: M
Summary of What Needs to be Done: Add unit tests for load_documents_from_paths() in
backend/app/modules/rag/document_loader.py to cover file-size validation and parse-error propagation. The function
validates ...
Summary
Pack credential preflight (#733) only had a read path — pack_preflight.py s vault source checked
shared/security/secrets_manager.py, but there was no way for a tenant to actually save a credential ...
backend
enhancement
feature:marketplace
Problem
The AI Model Settings page is very technical. Labels like Text Model , Vision Model , and Image Model mean nothing to a
non-technical user. No explanation of what each model does or its cost implications. ...
enhancement
Summary of What Needs to be Done: Add unit tests for the pure helper functions in backend/app/modules/rag/streaming.py:
the sse() formatting function and the _build_context_and_citations() context builder. ...
What problem does this solve?
The docs have drifted from the code in at least two confirmed places, which means the whole doc set needs a sweep rather
than spot fixes:
- docs/ARCHITECTURE.md states ...
documentation
priority: medium
size: M
Summary of What Needs to be Done: Add unit tests for backend/app/modules/rag/grounding.py covering the pure helper
functions (_cosine_similarity, _clamp_score) and the GroundingChecker.check() method with ...
The Job Matching team (/api/job-matching) has a complete scan-and-rank backend but no user-facing surface:
- There is no frontend for the team at all — no way to launch scans or view ranked roles from ...

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