Hindcast
Wall-clock estimation for Claude Code — per-project BM25-kNN over your own turn durations, injected as a calibrated prior into Claude's context.
Plancheck
Predict which files AI coding agents will miss — implementation spike + compiler + reference graph
Gemot
Structured deliberation MCP server for AI agent coordination
Drivermap
Behavioral mechanisms knowledge base — agent substrate for predicting and verbalizing human behavior
Ettle
Coordination that happens before you'd have needed the meeting — each teammate's agent surfaces the collisions, duplicated work, and stale assumptions hidden across everyone's notes, privately, before anyone ships. Go PoC.
Slimemold
A sycophantic tool for preventing worse sycophancy.
Adit Code
Structural analysis for AI-edited codebases. Finds files that cost agents the most tool calls and tells you what to fix.
Defn
AI-native code database for Go. Navigate, edit, and understand Go code by structure instead of by file.