Resources

Learn To Supervise Agents.

Practical material for platform, security and operations teams giving agents real permissions.

A risk taxonomy for AI agent actions

Eight factors that decide whether an agent action can run on its own, with examples and starting thresholds.

Fourteen ready-made rules for support, finance, engineering, data, security and sales agents.

Observe a week of real traffic, tune what would break, then enforce with confidence.

What an in-house allowlist covers, what it misses, and when building it yourself makes sense.

Support refunds, vendor payments, infrastructure cleanup and data exports, decision by decision.

Every control, labelled in place, in progress or planned.