The Leanpub 60 Day 100% Happiness Guarantee
Within 60 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.
See full terms...
How to Verify What Your AI Coding Agent Actually Built
Your tests pass, the agent says it's done — but does your software work? A field manual for verifying what your AI coding agent actually built.
Minimum price
$1.99
$9.99
About the Book
Your tests pass. The pull request merged. The issue's closed. The agent says it's done.
None of that means your software works.
Every signal you've been trained to trust is a proxy. A green light standing in for something you can't see in the moment. And a proxy can be perfectly green while the thing underneath is broken. When a machine writes the code, that gap becomes the most dangerous place in your workflow, because the machine will make its proxies green whether the work is right or not. It has no stake in the outcome and no memory of the last time it was wrong.
*Or So I Was Told* is a field manual for the job that's left when the machine does the typing: verifying what it actually built. Not "did it run." Not "did the agent say it checked." How do you *know*?
This isn't a survey of AI coding tools, and it isn't a pile of tips. It's built from a real, instrumented development pipeline: 199 shipped issues, a cost ledger, and a log of every failure that taught the author something, where the claims are grounded in incidents that actually happened, with the receipts attached. And it practices what it preaches: the book was AI-drafted under the author's direction and put through the same verification gauntlet it teaches — a voice pass, a fact-and-plausibility pass, an editor, and a human who caught what the machines missed. The making of the book is the first case study in it. (The full story is in the preface. Read that first.)
You'll learn to tell the difference between a check that means something and one that only looks green: deterministic gates the machine can't argue with, verifying against real behavior instead of mocks, why a security pass and a correctness pass are different jobs, how a weak check quietly trains bad behavior, and how far you can safely let an agent run on its own.
This is a book in progress. You're reading it as it's written which, for a book about not trusting things that only look finished, is the only honest way to sell it. Buy now, pay less, and get every new chapter free as it clears the gauntlet. Early readers are part of the verification loop: catch something wrong, and you might end up in the log.
This is Book 4 in the *Outgrowing the Vibe Code* series: the verification layer, after harness engineering, spec-driven development, and keeping AI on your terms.
For developers who use AI to write real software and are done taking its word for it.
About the Author
J.M. Crider has spent thirty years building software and the last several teaching, training, and consulting. These days he builds systems that direct AI to write software — harnesses, specifications, and the checks that catch the machine when it's confidently wrong. He writes about what that work is actually like: the magic, the frustration, and the discipline it takes to trust a tireless, amnesiac, overconfident collaborator with real work.
Within 60 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.
See full terms...
We pay 80% royalties on purchases of $7.99 or more, and 80% royalties minus a 50 cent flat fee on purchases between $0.99 and $7.98. You earn $8 on a $10 sale, and $16 on a $20 sale. So, if we sell 5000 non-refunded copies of your book for $20, you'll earn $80,000.
(Yes, some authors have already earned much more than that on Leanpub.)
In fact, authors have earned over $15 million writing, publishing and selling on Leanpub.
Learn more about writing on Leanpub
If you buy a Leanpub book, you get free updates for as long as the author updates the book! Many authors use Leanpub to publish their books in-progress, while they are writing them. All readers get free updates, regardless of when they bought the book or how much they paid (including free).
Most Leanpub books are available in PDF (for computers) and EPUB (for phones, tablets and Kindle). The formats that a book includes are shown at the top right corner of this page.
Finally, Leanpub books don't have any DRM copy-protection nonsense, so you can easily read them on any supported device.
Learn more about Leanpub's ebook formats and where to read them
You can use Leanpub to easily write, publish and sell in-progress and completed ebooks and online courses!
Leanpub is a powerful platform for serious authors, combining a simple, elegant writing and publishing workflow with a store focused on selling in-progress ebooks.
Leanpub is a magical typewriter for authors: just write in plain text, and to publish your ebook, just click a button. (Or, if you are producing your ebook your own way, you can even upload your own PDF and/or EPUB files and then publish with one click!) It really is that easy.