LangChain says own your cognitive architecture, outsource your infrastructure. That's two layers. The governance plane is the third — and it's the one where production failures live.

Researcher Aonan Guan hijacked Claude Code, Gemini CLI, and Copilot Agent via PR titles and hidden HTML comments. All three paid bug bounties. None filed a CVE. Here's what that means for your agents.

Rolling back agent code is easy. Rolling back agent behavior is something else. Here's why agent versioning is a governance requirement, not just an ops task.

An AI agent compromised 600+ firewalls across 55 countries in 5 weeks — without a human approving each command. Here's what enterprise teams building agents need to learn from it.

A 4-agent system ran for 11 days and burned $47,000 — with full observability running. Here's why cost alerts aren't enforcement, and what is.

The CIS published a major prompt injection threat report in April 2026. Documented attacks are up approximately 340% year-over-year. Two-thirds go undetected for 72+ hours. Here's what it means.