
I gave my AI agents real access to my systems for a month. Not a sandbox, not a demo. Actual access to the tools I run my company on. Here is what actually broke, and what I learned building the guardrails that made giving AI agents real access safe.
The first surprise was what did not break. The model. The model was almost never the problem. It read context well, it reasoned through messy inputs, it drafted work that was genuinely useful. If you had told me a year ago that the language model would be the easy part, I would not have believed you. But that is where we are.








