Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts and context survive resets. Reverse engineering is the proving ground. MCP server + CLI.

Local-first AI coding personality profiler, usage dashboard, and evidence-grounded roast.

Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools

Agent-driven proactive memory CLI for AI agents — autonomously recall, maintain, and evolve persistent, source-grounded knowledge across sessions.

Local-first static analysis that turns source code into deterministic, source-grounded workflow maps for coding agents via MCP.

AI code reviews grounded in 12 classic engineering books — decay risk diagnostics with book citations, severity labels, and 6 analysis modes including full-sweep auto-fix

Team memory for engineers and their AI agents. Lives in your repo. Shared through Git.