assaio

What it does

assaio turns the AI coding session logs already on your machine into honest engineering analytics: adoption, tokens, model mix, estimated cost, AI output, friction, and project-level effectiveness. It supports Claude Code, Codex CLI, Gemini CLI, GitHub Copilot CLI, and Cline. Fully offline by default - no account, no telemetry, prompts and code are never read. Open source, extensible, and self-hostable for teams.

assaio reads the AI coding session logs already on your machine and weighs what AI produced against the tokens it burns: effectiveness, model fit, context health, adoption. Per project, never per person. Offline, no upload. Claude Code, Codex, Gemini CLI, Copilot CLI, Cline, Antigravity CLI.

Teams pour real money into AI coding tools and cannot answer the one question that matters. Every vendor ships stats for its own tool over its own retention window; nothing joins them, keeps them, or corrects them when a reading turns out to be wrong. assaio reads the session logs already on your machine and weighs what AI produced against the tokens it burned, per project: effectiveness, model fit, context health, adoption. Claude Code, Codex, Gemini CLI, Copilot CLI, Cline and Antigravity CLI in one picture, computed the same way twice. No account, no upload, no network — and no ranking of your engineers , in any format, ever. $ brew install assaio/tap/assaio-agent Copy $ assaio-agent…from assaio.dev

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