My take
The common thread today is that the things we trust by default are the weak spots: a PHP runtime, a self-hosted model, a shared inference cache, an npm token. Self-hosting an open model does not make it safe, and a hosted one does not make it isolated, so treat both like untrusted code with default-deny network access and strict tenant checks. At the same time, Anthropic's filing and OpenAI's price cut show the money is going all-in on cheaper, more autonomous agents, which means more of these trust gaps will reach production. Spend this week on the boring work: patch PHP, lock down agent egress and audit your tokens.