89% of teams observe their agents. Only 52% eval them. Almost none have governance gates. Here's what your agent deployment pipeline is missing.

34.8% of corporate data employees put into AI tools is sensitive. Meta's MCI shows the stakes. Here's what a real employee PII policy for agents actually covers.

Microsoft warns poisoned MCP tool descriptions redirect agents to exfiltrate data silently. The mechanism, why it persists, and the controls that stop it.

GuardFall defeats shell guards in 10 of 11 AI coding agents using decades-old bash tricks. Named tools: Aider, Cline, Goose, Plandex, and more.

GitHub's first Copilot token billing cycle ended June 30. Agentic sessions hit 10x–50x cost spikes. Why dashboards don't fix this—and what does.

64% of enterprises lost $1M+ to AI errors last year. Hallucination detection finds bad outputs after the agent acted. Runtime enforcement stops the damage.