AI Engineering Coach reads your local agent session logs and scores how you actually work with coding agents, across 45 anti-pattern rules, with zero telemetry.
Yes, AI Engineering Coach is open source under the MIT license.
AI Engineering Coach is free to use.
Yes, AI Engineering Coach can be self-hosted (the source is available under the MIT license).
Open-source VS Code extension from Microsoft (MIT; also runs in Cursor and Antigravity) that reads your LOCAL AI-coding session logs — GitHub Copilot, Claude Code, Codex CLI, OpenCode, Xcode — and scores your workflow across prompt quality, session hygiene, code review, tool mastery and context management, with 45 anti-pattern detection rules. Read-only, zero telemetry.
Agent spend audits (the theme of this week's Spotify shunt entry) need usage data, and this is the local, no-telemetry way to get it: which sessions sprawl, which prompts rework, where context gets wasted. Measure first, then route or ration.