Field notes on running AI agents.

Approvals keep agents safe, but they can also slow everything down. Here is how to design review that scales.

Autonomy is more than a percentage on a dashboard. These are the metrics that show whether an agent is truly ready.

Security reviews do not have to stall AI projects. Build these controls in early and the conversation gets easier.

Already running a chatbot? A step by step path to agents that take action instead of just answering questions.

Patterns from running AI agents at scale, including where they fail and what actually improves reliability.

A clear way to decide what your team should own and what is better left to a platform.