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Story IACP b3244014 + Knowledge IACP 20ec50db. New openai_cost_tracker.py (analog minimax), federation-shared via /internal/openai-cost-shared-state, 50 EUR/month default cap. Plus ImageGenRequest.quality ...

Reappraisal #4 Tier C-B3 — review Ugly 6. Refactor + behavior fix. psh had two array-init implementations: the structured ArrayInitialization/ARRAY_INIT_ELEMENT path (bare a=(...)) and a separate serialize-then-shlex-reparse ...

Summary Describe the changes made in this pull request. Type of Change - [ ] Bug Fix - [ ] New Feature - [ ] Refactoring - [ ] Documentation - [ ] Dependency Update Testing - [ ] Tested ...

Supersedes #10. Every bill now has a plain-language AI summary (1,450/1,450 — was 84% at checkpoint 4, 45% four days ago). Arguments (731) and member narratives backfill continue locally; further data-only ...

https://claude.ai/code/session_01XHFFRAGhAc8dexmJpLHWqx

See Commits and Changes for more details. Created by img src= https://prod.download/pull-18h-svg valign= bottom / pull[bot] (v2.0.0-alpha.4) Can you help keep this open source service alive? 💖 Please ...
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The exact, ordered steps to turn realtime onboarding on in production — so go-live is a checklist you run, not a thing I improvise. Prep deliverable for the prod-confidence push; changes nothing in prod ...