Resources
Resources for Non-Developers Building Apps with AI
Build real apps with AI, even if you are not a developer. Start with the prompt, safety guide, or launch check that matches your next step.
Start with your goal
What are you trying to do?
I am completely new
Start with the vocabulary, tools, and first small win.
ExploreI want to build something
Move from idea to a working page or app with a guided path.
ExploreI need better prompts
Use copy-paste prompts for planning, UI, debugging, and launch.
ExploreI need to launch safely
Review GitHub, Supabase, payments, and recovery before sharing.
ExploreRecommended first step
Start with a small build you can finish.
The 5-Day Validation Landing Page turns an idea into a live page and waitlist, with one focused task and tested prompts each day.
Start with the path that matches where you are. The core app-building library comes first, with supporting guides and book companion libraries clearly separated below.
14 core app-building resources · 4 supporting guides · 5 companion librariesCore resource library
AI app-building resources
Prompts, guides, safety checks, and build lessons for turning an idea into a real app with AI.
100 AI App Builder Prompts for Non-Developers
Find a prompt for each stage of a build
A 100-prompt library for ideas, audits, bugs, UI, hardcoded text, Supabase, payments, GitHub, deployment, and launch checks.
From AI Demo to Real Product: A Non-Developer Launch Workflow
Turn a convincing demo into an evidence-based next-step plan
A plain-English workflow for moving from an AI-built demo to a reviewed app with save points, testing, data checks, deployment checks, payment checks, and launch basics.
GitHub for Non-Developers: Don't Lose Your App
Make AI-assisted changes recoverable
A plain-English guide to commits, branches, diffs, conflicts, and recovery when AI changes your project.
Claude Code for Non-Developers
Start your first Claude Code session
A current beginner-friendly guide to Claude Code models, plan mode, core commands, and safer workflows.
Codex for Non-Developers
Use Codex with clearer, safer prompts
A current beginner-friendly guide to using ChatGPT and Codex together with cleaner prompts and safer workflows.
AI Said “PASS”: The Verification Checklist for AI-Built Apps
Replace unsupported PASS claims with evidence and clear unknowns
A practical evidence checklist for checking what an AI audit actually tested, what it assumed, and what still needs manual verification.
AI-Built App Test Matrix for Non-Developers
Record what was tested, what happened, and what remains unknown
A practical test matrix for user flows, errors, auth, data access, payments, mobile behavior, deployment, and recovery in AI-built apps.
AI Search and SEO Checklist for Non-Developer App Builders
Make an important page clearer, more useful, connected, and crawlable
A practical SEO and AI search checklist for non-developers launching apps, SaaS products, beta pages, and AI-built websites.
Supabase Safety Checklist for AI-Built Apps
Review access, secrets, and user data safely
A cautious, plain-English pass for database access, RLS, secrets, storage, auth, and payment-related permissions.
Supabase RLS Explained in Plain English
Understand who should see or change each kind of record
A beginner-friendly explanation of Row Level Security, ownership rules, service-role access, and the checks AI-built apps still need.
Netlify Deployment Checklist for Non-Developers
Know what to verify in the repository, dashboard, and live site
A cautious pre- and post-deployment checklist for Netlify build settings, environment variables, domains, functions, logs, and rollback.
Payment Webhook Checklist for AI-Built Apps
Find payment states that code review alone cannot prove
A plain-English review of signatures, duplicate events, retries, refunds, entitlements, secrets, and provider-side payment tests.
The Non-Developer App Launch Checklist
Check the important launch details
A practical pre-launch checklist for privacy, data, payments, mobile testing, recovery, and app-store basics.
Emergency Recovery Prompt Pack for AI-Built Apps
Recover from AI-assisted changes without guessing or making the damage larger
Calm, copy-paste prompts for inspecting changes, finding a likely break, recovering from conflicts, and verifying a fix before pushing.
The NonDev App Builder Stack
Choose a realistic tool stack
A practical overview of the tools, services, and habits that help non-developers build and launch real apps with AI.
Real Build Logs
Learn from real build decisions and mistakes
Honest notes from building with AI: what worked, what broke, what changed, and what non-developers should watch for.
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More app-building help
Start smaller, plan better
Additional prompts and guides for validating an idea, planning a build, and reviewing a working app.
Start Here: Build a Real App with AI
Choose a safe first build and launch plan
A practical starting point for choosing tools, validating an idea, setting up safely, and launching as a non-developer.
Supabase + Payments Security Audit
Find high-risk gaps before launch
A deeper paid audit for AI-built apps using Supabase and Stripe, with a scorecard, prompts, emergency fix order, and README.
Coming soon
Useful guides in progress.
These are planned resources, clearly separated from the guides you can use today.
The 4-Part Prompt Formula
Write prompts with context, constraints, and checks
The fill-in-the-blank template for writing prompts that get reliable results from any AI tool.
Secondary library
Book Companion Prompt Libraries
These collections accompany the Time-Saving AI Playbook books. They help readers copy, adapt, and use the prompts from the books online in ChatGPT, Claude, Gemini, or another AI assistant. They are practical business prompt libraries, separate from the main app-building resources above.
Book Companion Prompt Libraries
Select a book companion library and enter the access phrase printed in that book. Access is saved only in this browser. No account is required.
Companion prompt collection
AI for Small Business Owners — Companion Prompt Library
Enter the access phrase printed in your book. Access is saved only in this browser. No account is required.
Remove private or sensitive information before pasting content into an AI tool. Always review important output before using it.
Want more structure?
Put these resources to work
Resources are most useful alongside a challenge or lesson. Start the free 5-Day Validation Landing Page and use the prompts and checklists as you go.