Working with agents, role by roleRole 01 / 08

Platform / DevOps Engineer

You own platform reliability while the request queue keeps growing. This chapter covers which parts of that queue an agent can hold for you.

Chapter 3 of 10

How this work changes

How it is done now

Environments get compared by hand once a release breaks, and the fix is written up as a ticket for later.

3 envs, one person knows all

Why it stalls

The check happens only after an outage, and the runbook that explains it sits in a wiki nobody opens.

Repeat requests, one by one

With CloudThinker

Assessment inspects every account each night and opens the corrective change with its diff attached.

Findings arrive as changes

What the day looks like
  1. Morning

    Read the overnight assessment. Accept the findings you agree with and the agent prepares the change.

  2. In flow

    When a request repeats, write the runbook once as a prompt. The agent performs it from then on.

  3. End of day

    Review what changed. Approve it, or return it with a reason; both improve the next run.

What to delegate
  • Assessment

    Checks every account for drift, misconfiguration and capacity gaps.

  • Resolve

    Executes runbooks and records each step for review.

How to ask for it

Compare staging and production state; list every difference that would break a failover.

Common mistake

Giving an agent long-lived admin credentials. Scope it to one account, one action.

What to expect

Less queue clearing, more deciding what the platform should do.

Role 01 · Reading the screen

How an assessment arrives already scored

Ask in one sentence, then read the result in three parts: the score, the causes behind it, and the changes that would move it. The screen below is a sample of that shape.

CloudThinker Assessment result: an agent summary with suggested follow-ups beside a telemetry artifact showing a composite FinOps Effective Score of 58 out of 100, four metric tiles, and a five-bar score profile.
  1. 01

    Ask for a score rather than a summary. A number you can compare next week tells you whether the work moved anything.

  2. 02

    Treat the suggested follow-ups as the plan. Each should arrive as a change to approve, not a ticket to write.

  3. 03

    Re-run the same request on a schedule. Comparable output over time is what turns a one-off review into a habit.