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Know the risk of merging a pull request, and where it lives. Free, open-source CLI and GitHub Action: after your AI review, farol shows the riskiest files, what they reach, diff coverage and contract breaks. TypeScript/React, Go, Python.

Your users download a 4GB AI model, the connection drops at 3.8GB, verifyfetch resumes from 3.8GB and verifies every byte. Drop-in integrity verification for Transformers.js, WebLLM, and any large file in the browser.

  • ai-models
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  • integrity

TranslatedA circuit-breaker and reconnector for dsh, aimed at network/large model API fluctuations during long tasks, preventing tasks from stalling; it switches between different channels and models to keep completing the task. Supports web and CLI.