For intermediate Python developers
Trustworthy AI Engineering with Python
From Prototype to Production: Practical Controls, Measurable Evidence, and Safer Automation
Available as a NOOK ebook for $9.99.
When an impressive demo meets the real world
I wrote Trustworthy AI Engineering with Python to explore why an impressive AI prototype can fall short in real-world use.
A demo shows what can happen when conditions are favorable. It does not show how the same system will behave when a request is unclear, an outside service slows down, or real users do something unexpected.
That gap can leave developers with confidence the software has not earned.
This book is for intermediate Python developers who want to understand what is at stake beyond the demonstration.
What the book covers
The focus is the engineering gap between a prototype that works in a demonstration and software that has to behave predictably under real conditions.