Give agents a job. And boundaries.

What changes.

An agent can combine model reasoning with tools to work through multiple steps. That can be useful when the next step depends on what it finds. A fixed workflow may be simpler when the sequence is already known.

Define one job before choosing a framework. Researching a request, preparing a summary, or drafting a response is easier to inspect than an open instruction to run the business. Make the finish line and the stop conditions visible.

A tool call can affect real records and people. Start with read-only access, keep a trace of the work, and decide which actions require approval. Approval should show the actual proposed action so the reviewer knows what they are authorizing.

Start with a narrow task and the least access it needs.

A practical example.

Put it in place.

Start with the smallest version you can inspect from beginning to end. Agree the process before connecting live business data.

1. 01

   Define one goal and a clear stopping point.

2. 02

   List the exact tools and records needed.

3. 03

   Begin with read-only access.

4. 04

   Keep a trace of the actions and results.

5. 05

   Require review for actions that affect customers or important records.

6. 06

   Test with fictional data before using live records.

7. 07

   Give an owner a way to stop, inspect, and recover the workflow.

Check the handoff.

• The goal and stop conditions are explicit.
• Every tool has a clear purpose and limited permissions.
• Retrieved content cannot silently change the task rules.
• External actions have the required approval and ownership.
• Errors and incomplete runs are visible to a person.