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Add SQLite-backed persistence for projects, keys, usage, and audit logs
Goal: Make the v0.2 specialist workflow use the external Ollama/local LLM endpoint when available, while keeping
deterministic fallback when unavailable.
Scope:
1. Configure real external Ollama endpoint ...
Background
`trials/services/patient_info/normalize.py:180,185` in `_normalize_measurable_disease_imwg`:
```python def serum_m_protein_high(): if not pi.monoclonal_protein_serum: # 0 collapses to falsy ...
severity:medium
Connect /v1/chat/completions to local checkpoint-backed InferenceEngine
Parent epic: #755
Follow-up to: #764 (minimal locations.csv export with notes; loc_description / loc_direction removed)
Related: #760 — overlap on full export + suggest-events; this issue adds explicit ...
enhancement
Why
The operator-confirmed pattern for the agent to get a file out of the way without destroying state is `mv $file
$file.bak` or `mv $file $file.parked-{YYYY-MM-DD-HHMM}` — never `rm`. This produces ...
Fix GitHub Pages publication artifact deployment
Overview
The GitHub Pages publication site appears partially broken after recent publication pipeline changes.
Symptoms:
- hero image is broken
...
Plan phase: Phase 1 — Data spine (foundation)
Outcome: packages/ml is a real, installable, tested Python project so all subsequent ML code has a home and CI runs
actual tests instead of warn-skipping. ...
chore
phase-1
In the last WebRTC call, FlowHunt completed successfully and the voicebot started playing the colleague result. The
caller began speaking about 1.2 seconds into playback, so barge-in interrupted the answer. ...
Enhancement
There s currently no way to verify what s being sent to the AI or what comes back. Add _LOGGER.debug calls for:
- The full prompt (instructions + history + current message) sent to ai_task.generate_data ...
enhancement

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