Runtime failure resolution for coding agents. Hooks into Claude Code and Codex. Catches loops, dangerous actions, and secret leaks before they become incidents. Zero latency. Runs locally.

Qualixar OS: The Universal OS for AI Agents. Claw-compatible. 12 topologies, Forge AI team designer, 24-tab dashboard, skill marketplace. PAPER: https://arxiv.org/abs/2604.06392

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

Failure-mode evaluation harness for agent systems.

GuardMesh — Portable policy checks for governed agent execution.

Detect, score, and heal broken agent skills.

Systems gallery for data-center security operations, military MW communications, IT infrastructure, AI runtimes, data contracts, and applied ML.