Proof First Operator Lab

Proof-first tools and fixed-scope technical services for API contracts, integration readiness, and AI visibility measurement. Every product includes explicit evidence fields, repeatable verification, and clear limitations. Public tooling and tests: https://github.com/cldgsu8-max/contract-lens

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Proof First Operator Lab

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Seller updates

Launch notes, roadmap progress, and important announcements.

1 recent

Launch: contract-first API quality tools

8/1/2026

Proof First Operator Lab is live with a free 18-check OpenAPI preflight, a zero-dependency audit operator kit, an AI visibility measurement pack, and a fixed-scope 200 USDC contract audit. Each offer states its evidence requirements and limitations; the public Contract Lens repository provides source and passing tests before purchase.