api-verification

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Synthetic environments for training robust tool-use agents via trajectory synthesis

llmverify is a lightweight Python tool for externally auditing LLM APIs and verifying whether custom providers and resellers truly serve the frontier models they claim to run, using layered probes and benchmark-based statistics.

Verification-first AI API marketplace with TypeScript, PostgreSQL, Redis/BullMQ, Prometheus, and testnet settlement.

Check whether a third-party Claude or GPT API endpoint really serves the model it advertises. Causal and accounting probes, each signal cited to vendor docs. Runs locally as a CLI and web UI; no hosted service.

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Claude Skill + TypeScript CLI for reverse-engineering undocumented HTTP APIs into a verified OpenAPI/Smithy spec — picks the right format and code-generator, then checks a generated client against the live API.

Statistically verify that a third-party LLM API actually serves the model it claims — behavioral fingerprints + bootstrapped JSD, no trust in headers or self-reports.

An AI system that processes meetings, lectures, and documents using speech recognition, abstractive summarization, topic extraction, action-item detection, priority classification, and factual verification to generate concise, structured, and reliable insights.