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7 changes: 4 additions & 3 deletions skills/chase-review/references/data-and-trust.md
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- Validate at the edge with a schema; return typed errors. No trusting the client.
- Reply costs, rate limits and paid calls are visible in code and docs; say what a live test costs.
- Models and vendors: keep the model list in one place, check live model availability and
deprecation dates before choosing, and prefer cheap fast defaults. Never an Anthropic model in
Thames's picker (word, 2026-10-13). A saved choice that is no longer listed falls back to the
default.
deprecation dates before choosing, and prefer cheap fast defaults. Any vendor is allowed in
Thames's picker, Anthropic included (word, 2026-10-20; it was banned 2026-10-13). Benchmark
candidates with the app's real request before picking, and confirm each passes the live test. A
saved choice that is no longer listed falls back to the default.

## Dev services
- You may start local dev services (Metro, `pnpm dev`, API, workers, databases, Docker) to verify a
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