Ship AI Products That Survive Production: ABP Playbook

Your AI demo works. Now turn it into a product people pay for.

Demos break the day real users show up. The model makes up an answer, a retry loop burns your budget overnight, and the first person ready to pay leaves without saying why. Those are system problems, not model problems. This playbook gives you the system, step by step, in plain language.

What you will learn

1. How to study products other people built, then practise the core skills
2. How to pick a problem people will actually pay to solve
3. How to build with AI agents, with a human saying yes at the moments that matter
4. Voice AI basics: speed, interruptions and silence
5. How to test your AI honestly, with a golden set and an AI judge you have checked
6. How to make it production-safe: timeouts, fallbacks, cost limits and a kill switch
7. How to launch small and win your first ten users
8. How to keep shipping in public with a simple weekly log

What is in the download (one ZIP)

• The Playbook: a 42-page illustrated PDF guide, 8 chapters
• The Toolkit: 21 copy-ready files (6 prompts, 1 interview script, 14 templates)
• A printable 30-Day Build Plan, one job per day
• A printable Pre-Ship Checklist, the last of 95 checks in the book

Who it is for

Developers and founders in any field with an AI idea or a working demo. The examples cover clinics, accounting firms, online stores, education and legal work. You should be comfortable building software. You do not need to be an ML researcher.

Made by Avanish Patidar, AI product engineer. If it helps you, a rating helps other builders find it.