Course lesson · Lesson 11

External Environment Control

Let agents act on real environments — browser, shell, computer use — through tools and protocols, safely scoped.

What you'll take away

Treat every outward action as a governance event — framed, traceable, and interruptible.
Gate consequential actions (post, purchase, delete, message, mutate) behind explicit human approval.
Distinguish content retrieval from content publication, and prove a read-only pattern before enabling writes.
Treat browser input, messaging content, and dynamic interfaces as untrusted by default.

This lesson is part of the full course

Lesson 1 is free to preview. Enroll to unlock all 21 lessons, the workbook, the facilitator guide, and downloadable readings.

Resources