AI gateways are starting to concentrate credentials, logs, routing, quotas, and policy. That makes them worth watching now.

MCP is not just an AI security story. It may be the first real test of agent connector supply-chain risk.

The fake remote IT worker story gets talked about like hiring fraud, sanctions exposure, or payroll diversion.

Your agent kept notes. AI-agent memory is not vibes. It is storage.

AI coding tools are becoming trusted middlemen. That gives defenders a new attack path to understand before it gets ugly.

Known AI agents are becoming trusted traffic. The first defender move is finding claims without proof.

Everyone wants the AI bug hunter.

Fewer people want the patch clock that comes with it.

That’s the part getting buried under the stage fog: if the models are better at finding and understanding real bugs, your org does not get safer by applause. It gets safer if it can move before somebody else does.