Stop overpaying to run your agents. Kalibr routes every request to lower-cost model and tool paths without degrading performance.

CLI-first agent governance for AI coding workflows: pre-action gates, shared lessons, and team safeguards that stop repeated agent mistakes.

OpenClaw plugin for Kalibr autonomous routing. Captures LLM telemetry and agent outcomes via plugin hooks, reports to Kalibr for autonomous path optimization.

Open infrastructure modules for reliable and governable agent systems.

A discipline for governing autonomous AI agents in production.

Failure-mode evaluation harness for agent systems.

GuardMesh — Portable policy checks for governed agent execution.

Detect, score, and heal broken agent skills.

Production-tested patterns for running multiple AI agents. Framework-agnostic. From 9 agents in daily production.

Harness engine for AI Agents. From demo to production.

Production-ready agent starter with Kalibr routing wired in. Automatically routes requests to lower-cost paths without degrading performance. Clone and ship.

CLI wrapper that generates shepdog/service-record/v1 behavioral records as an involuntary byproduct of agent execution. Zero changes to the agent required.

GitHub profile

Portfolio site — React + TypeScript + Vite.

Know how your AI coding agent fails. Deterministic verification of agent edits against filesystem reality. 26 sensors, zero dependencies.