Lesson 6 of 10 · Deploy LLMs in Production Without Chaos
In this lesson. Runbook: spike in cost, spike in errors, bad output cluster.
What you will learn
- Cost spike
- Error spike
- Bad output
Walkthrough
You will write three runbook entries. Someone gets paged. This is the operational close of deployment.
Work through the ideas in order. After each point, pause and connect it to a task you already do — a document, a workflow, or a feature you own. The goal of Deploy LLMs in Production Without Chaos is usable skill, not a pile of notes.
If something is unclear, rewrite it in your own words before you continue. Teaching the step back to yourself is the fastest way to see gaps.
Practice
Write three runbook entries with first checks.
Keep the first attempt small. A finished example you can reuse beats a perfect plan you never run.
Check your understanding
- Can you explain the goal of this lesson in one sentence to a teammate?
- Where would you apply “Cost spike” in your own work this week?
- What would you change on a second pass of the practice?
Next. Continue to the following lesson when the practice has a real artifact, even a rough one.