AI agents

Give the agent a real job and clear limits.

An AI agent should not be a vague demo. It needs a job, allowed inputs, allowed actions, approval rules, logs, and a human fallback.

PurposeData accessTool accessApproval pointsLogs

Review points

What we check first.

The first review looks for the smallest practical system that can create visible value without risky blind automation.

PurposeData accessTool accessApproval pointsLogsEscalation

Likely output

What the build plan can include.

Scope is chosen from what the business actually needs, not from a generic AI package.

Output

Agent role brief

Defined clearly enough to build, test, hand off, and improve.

Output

Tool boundary plan

Defined clearly enough to build, test, hand off, and improve.

Output

Human review rule

Defined clearly enough to build, test, hand off, and improve.

Output

Failure path

Defined clearly enough to build, test, hand off, and improve.

Output

Testing checklist

Defined clearly enough to build, test, hand off, and improve.