The Bounded Loop — A Field Guide to AI Reliability Engineering

What this workbook is

This is the working document behind the video "Stop Prompting Your AI Agents — Do This Instead." It is not an essay — it is a workbook. It takes you from "I prompt my agent" to "I ship a bounded loop I can defend in an incident review" in one sitting.

The people who build these agents have already stopped prompting them. The skill became the loop. But a loop is power, and power cuts both ways — one unbounded loop ran up a five-figure cloud bill overnight. The real skill was never writing a loop. It's writing one that is powerful and bounded. This workbook builds that, from the floor up.

What's inside the 14-page PDF

• The loop is the agent — the one idea, with the measured proof that a better loop beats a bigger model.
• The loop-engineering playbook — four techniques, smallest first, plus a worksheet to define one loop you run.
• Three ways to bound a loop — structure, code, and platform, and why the labs disagree on purpose.
• Demo is not production — the real incidents, each mapped to the one bound it was missing.
• The bounded-loop checklist — seven bounds, each with what / why / how to implement / how to verify and a tick box. This is the centerpiece.
• "Score your agent's loop" — a fill-in scorecard that turns the checklist into a number and a punch-list.
• The minimal bounded loop — an annotated code skeleton you can paste and grow.
• The Loop Library — three ready-to-run bounded loops (a watcher, a test-fix loop, a Ralph-style maintenance loop), each with its STOP condition, plus every verified external resource and primary source.
• Glossary + every source — every claim in the guide is bound to a named source.

Use it Monday

Read it once, run the scorecard against one agent you actually ship, and fix the lowest-scoring bound this week. Bounding the loop is the whole of what we mean by AI Reliability Engineering — the discipline of bounding non-deterministic software so it can be trusted to act in the real world.

Download the workbook using the button at the top of this page. It's free — your Qualixar account is all that's required.

Don't trust. Verify.