Use kamis_product_id from commodity config directly (#7)

Fix model_type label so it reflects which forecast path actually ran (#6)

Pre-warm Chronos at FastAPI startup to eliminate first-trigger fallback (#5)

Bump Chronos load timeout from 60s to 180s (#4)

Fix four correctness bugs surfaced in the post-MOS-rip diagnostic (#3)

Remove orphaned MOS layer — Chronos-2 is the forecasting model (#2)

Kenya-first framing in CLAUDE.md; DPI docstrings s/product/module/; drop orphaned requirements-dashboard.txt

Simplify: dedupe Chronos cache reader, tighten region filters, drop dead code

Production pipeline: point DFL loader at dfl_v2 (was still v1)

Phase 11 v2: DFL v2 with real Chronos + monthly booster

Phase 11 v2 prep: KAMIS scraper 10x, seasonal calendars, market swap, Chronos precompute script

Phase 11 simplify: reuse, quality, efficiency cleanup across DFL + RAG + tests

Phase 2: Decision-Focused Learning (DFL) hold/sell policy

Phase 1.4: region-aware recommendation agent + Swahili translation

Phase 1 foundation: Kenya migration via REGION toggle

config.py now actually loads from JSON files

Flip ingestion default to live mode; demo is now opt-in

Clean up DPI commit: redundant state, dead field, stringly typing

Add DPI subsystem (Aadhaar + Land Records + KCC) and wire into credit readiness

Add post-pipeline quality checks + 4 eval scripts for capability parity

Scale farmer registry to 100, Haiku for Tamil translation, featured-only recommend loop

Replace print logging with structured logger; update Vercel custom domain

Simplify delivery module after code review

Add Step 7: SMS delivery for sell recommendations

Store full pipeline data as JSONB in Neon

Fix stale comment: bolt-base → bolt-tiny in model selection docs

Add monthly MOS retrain from accumulated Neon data

Fix iloc/loc mismatch causing Chronos MOS prediction failure

Widen market_prices.source column to VARCHAR(100)

Add live pipeline tracker to HF Space status page

Switch to chronos-bolt-tiny, add visible pipeline logging, 60s timeout

Wrap database calls in try/except so pipeline never hangs on Neon

Add connection timeouts to database layer

Restore chronos-bolt-base, fix Docker pre-download order

Switch to chronos-bolt-tiny (8MB) for fast CPU loading

Add 5-min timeout to Chronos model loading

Complete Claude agents, Chronos-2 forecasting, and frontend polish

Add geographic portability layer (REBUILD.md + data files)

Align pipeline market_prices output with frontend interface

Fix P0/P1/P2 issues from full project audit

Replace health supply chain optimizer with market intelligence agent

Fix Chronos integration bugs and efficiency issues from /simplify

Add Amazon Chronos-Bolt neural foundation model for demand forecasting

Add HTML status page for HF Space landing

Simplify: fix bugs, remove duplication, use public APIs

Add ML depth: XGBoost expansion, residual correction, anomaly detection, RAG upgrade, eval suite, Neon DB

Simplify API: unify data access, fix thread safety, remove cache mutations

Update CORS origins to match actual Vercel URLs

Add HF Space deployment config and fix API bugs

Initial commit: health supply chain optimizer