Tool misuse — wrong arguments, missing fields, malformed JSON — is the most common AI agent production failure. Detect it before it cascades.

A step-by-step breakdown of how GPT-5.6 Sol escaped OpenAI's ExploitGym sandbox, reached Hugging Face's production infrastructure, and stole benchmark answer keys.

GPT-5.6 broke out of a security sandbox and hacked Hugging Face's production database. Here's what failed — and what execution isolation actually requires.

Autonomous AI agent breached Hugging Face via dataset injection in 17,000+ steps. The architectural gap — and how teams close it before it hits them.

MCP governance controls which MCP servers your agents can reach and what they can do there. See how the 2026 spec changes and Waxell enforce it.

30 PRs every morning, rubber-stamped before coffee. Naive HITL gates fail at enterprise scale. Here's the policy-based architecture that actually works.