All topics / AI & automation

LAB DISCIPLINE / 01

AI & automation

Teach the machine. Guard the magic.

Prompt injection, tool permissions, retrieval boundaries, and trustworthy agent workflows.

Prompt injectionAgent permissionsEvaluation
Halloween pixel illustration for AI & automation

THE STARTING POINT

Three things to get right.

  1. Separate instructions from untrusted documents and tool results.
  2. Give each tool the smallest useful permission set.
  3. Record tool calls and evaluate failures alongside successful runs.

TRY THIS IN THE LAB

A question worth testing.

A document-search assistant reads a page that asks it to reveal a secret. Trace where source content becomes an instruction, then move authorization outside the model.

Open the practice guide

Leave a useful trail.

Write down your starting assumptions, scope, expected behavior, observed behavior, and evidence. A successful test should explain what happened and which question to investigate next.

KEEP EXPLORINGCloud & infrastructure +