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Let an AI agent shop with PayPal. It can't overpay: every checkout is a PayPal hold, checked in code, captured or voided.
Agent for concert promoters: where to play, who opens, which room, after-show, sponsors, from Qloo's taste graph. On 115 real tours it finds 3x more real openers than the same LLM alone.
A shared household ledger you talk to. Record expenses out loud on the kitchen Echo, and Tally works out the fewest payments that settle everyone up.
Did your skincare work, or did the light change? Skin scores matched to your baseline light before the YouCam scan — and a change only counts when it beats the measured noise.
Everything this repository claims — badges, documentation examples, the Python version it promises, its release notes — and what backs it.
A package declares the oldest Python it supports. This reads the code that ships and asks whether that promise is true.
Reads the examples in your documentation and asks whether they still refer to code that exists.
A passing test suite is a claim. Red First breaks each function on purpose and reports which ones no test would notice were broken.
Reads the release notes you already have and asks what evidence supports each line.
Answers a labour-pay question only from what it can trace to a source, and shows you the rest.