Complete AI builder roadmap

Build with AI

A practical guide for people who want to build real things with AI: learn the fundamentals, improve your prompts and data, deploy your product, and understand the computer science basics that keep services reliable.

12-part core seriesDeployment guideBeyond Vibe CodingCS roadmapSubscriber downloads

Who This Is For

Founders without technical co-founders

Operations managers seeking efficiency

Consultants building custom tools

Domain experts of any kind

Everything now fits into one practical path

Start with the core series, then use the deployment, post-build, and computer science guides when your project needs them.

Core series

Learn the AI building blocks

The 12-part foundation: AI mental models, prompts, data, agents, workflow design, and production thinking.

Deployment

Ship the demo people can actually use

Step-by-step deployment choices for Vercel, Firebase, Supabase, Cloudflare Pages, domains, secrets, and monitoring.

After the build

Turn vibe-coded output into a real service

A practical next-step guide for launch, users, demand validation, the first dollar, and product identity.

CS roadmap

Learn the CS concepts that prevent fragile apps

A focused computer science map for builders: Big O, HTTP, databases, reliability, security, testing, and scale.

Series Overview

The core 12-part sequence, supported by deployment, post-build, and CS follow-up guides

Understanding AI

Posts 1–2–3

Data & Prompts

Posts 4–5–6

Building

Posts 7–8–9

Shipping

Posts 10–11

Future

Posts 12

Follow-up guide

Built it? Now make it real.

A 5-stage roadmap to turn your demo into a real service — launch, get users, validate demand, first dollar, and identity.

Explore the guide

Deployment guide

Put your demo on the internet

A plain-English deployment checklist for Vercel, Supabase, Firebase, Cloudflare Pages, domains, secrets, and monitoring.

Open the guide

Foundations

Foundations of Production-Ready Development

Essential knowledge for vibe coders who want to build reliable, maintainable, and scalable services — without drowning in theory.

Open the guide

Mobile app guide

Make the mobile decisions that matter

A six-part series covering validation, ownership, stack choice, safe builds, payments and stores, launch, and migration.

Explore the series

Free subscriber resources

Subscribe once, keep the practical materials handy

The articles stay public. Subscription gives you the portable PDFs, ePub, cheatsheets, and early access to new guides.

Complete 12-part series as PDF and ePub

Prompt, AI stack, trust tier, and data readiness cheatsheets

Early access to new practical guides and updates

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Get the Full Book

A practical book for people who want to build AI solutions without starting as programmers. It explains how to understand AI, prepare data, design prompts and agents, automate work, and think about costs, risks, and responsible use.

Mental models before tools

Data, prompts, and agents

No-code automation to real services