Genealogy Research
AI-assisted family history research using multiple search APIs, document analysis, and systematic brick-wall breaking strategies.
- Multi-source search (Exa, Brave, Codex)
- Document analysis with Gemini OCR
- Brick-wall breaker agent for stuck research
- Family tree builder with relationship integrity
Activity Timeline
- 3 validation rounds; 106-profile sweep; clm-033 blocked on primary source.
Stale-assertion sweep promoted 8 claims and corrected profile count. Jan Magusin LAC-1938 identity adjudication blocked pending primary source retrieval for clm-033 evidentiary standard.
- Concurrency fix landed; 5 profiles advanced via documentary chains.
46/46 tests pass after serializing 43 Chrome processes via counting semaphore with SIGKILL recovery and FIFO ordering. Five profiles gained exact dates from register and obituary sources. Candidates below rubric threshold held pending; premature merge blocked.
- Browser automation concurrency fix delivered; 46/46 tests green; methodology pivoted to public-record system.
43-process Chrome contention hazard resolved with counting semaphore and critical section. Project reframed from personal-record correction to generalizable public-record validation with dual-search strategy (GPT Pro + Fable-with-Exa).
- Methodology upgraded to validation-based; book rc6→rc7 marked READY with TTS.
Moved from personal-knowledge assignment to public-record evidence chains (children/marriage/obituary). Book grew 30→33 pages with corrected TOC; 5:29 Kokoro narration generated and marked READY.
- Research loop rebuild initiated with tiered AI judgment engine.
GPT Pro for image transcription, codex-council for hard adjudications. 8+ record images uploaded and queued at resolutions up to 4363×3468 px.
- 8+ record images submitted for GPT Pro transcription; codex-council adjudication loop configured.
Transcription loop set up with scale factors per image. Codex-council adjudication planned for disputed readings. Session transcript truncated before outputs were confirmed; results pending.