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

Stop bad AI PRs, risky deploys, and repeated agent mistakes before they merge or run. 👍 Thumbs up keeps good fixes reusable. 👎 Thumbs down blocks repeated mistakes. Free is local. Human-in-the-loop teams get history-aware lessons. Team adds shared lessons and org visibility.

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.

GuardMesh — Portable policy checks for governed agent execution.

Failure-mode evaluation harness for agent systems.

Detect, score, and heal broken agent skills.

Harness engine for AI Agents. From demo to production.

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

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

Portfolio site — React + TypeScript + Vite.