AI Dev Methodology

AI DEV METHODOLOGY · $19 USD

Turn AI collaboration into a repeatable development practice.

A one-time digital purchase with methodology, rules, prompts and examples. Independent of the Todo subscription.

Buy methodology · $19 USD

Build smarter, ship faster

Whether you use Cursor, Windsurf, Claude Code, or GitHub Copilot, this methodology gives you a structured way to collaborate with AI so you ship more and refactor less.

  • Define scope without scope creep
  • Prompt AI for consistent, reusable output
  • Review, test, and merge with confidence
  • Scale from MVP to maintainable product
Digital Playbook $19

AI Dev Methodology

A Practical System for Shipping with AI Agents

  • 27 docs across 5 modules
  • 12 reusable rule sets
  • Copy-paste prompt templates
  • Installable AI agent skill
  • Real-world EOS example
Buy methodology · $19 USD

What’s inside

A complete methodology package, ready to drop into your workflow.

01

Process

New and existing project checklists, plus the spec-driven dev loop.

  • New-Project-Doc-Checklist
  • Existing-Project-Doc-Checklist
  • Spec-Driven-Dev-Process
02

Rules

12 rule sets covering code, tests, Git, AI collaboration, security, docs, release, and more.

  • Coding · Testing · TDD Strategy
  • Git · AI Collaboration
  • Security · Documentation · ADR
  • Observability · Release/CICD · i18n · Conventions
03

Prompts

Copy-paste prompt frameworks for specs, implementation, review, and bug fixes.

  • Generic-Prompt-Structure
  • Requirement-to-Spec
  • Implement-Test
  • Review-Bug
04

Tech Stacks

Per-stack gotchas for Go, Rust, Flutter, Wails/Tauri, Web Frontend, Infra, and AI Agents.

  • Go · Rust · Flutter
  • Wails / Tauri · Web Frontend
  • Infra · AI Agents
05

Examples

A full EOS project walkthrough showing the methodology in action.

  • EOS-Example
06

Agent Skill

Install the whole bundle into Claude Code, Cursor, or any agent that supports skills.

  • SKILL.md + full references
  • install.sh one-click setup

Stack-agnostic by design

The rules stay the same; the stack guidance adapts to your project.

Go Rust Flutter Wails / Tauri Web Frontend Infra AI Agents

Built on three non-negotiables

🎯

Spec before code

Lock business correctness before AI writes a line. The confirmation gate is non-negotiable.

📊

Evidence over claims

Never trust “it works.” Demand passing tests and real output proof.

🧭

Ask in planning, execute in flow

Ask freely while planning. Once locked, execute continuously and report on completion.

What you’ll learn

A battle-tested workflow distilled into actionable steps.

🎯

Scope with clarity

Turn vague ideas into well-defined AI tasks that produce useful code on the first try.

🤖

Agent collaboration

Use the right prompts, context, and iteration loops to make AI agents truly productive.

🧪

Test & validate

Catch AI-generated errors early with lightweight review and testing checkpoints.

📦

Ship consistently

Move from prototype to production with a repeatable delivery rhythm.

🔄

Maintain over time

Keep AI-assisted codebases healthy as features and complexity grow.

📈

Scale your output

Apply the system to side projects, client work, or full product teams.

What you get after purchase

  1. Instant download — a single dev-methodology-en.zip file.
  2. Unzip — you’ll see README.md, INDEX.md, install.sh, and all 5 modules.
  3. Install — run ./install.sh --target <your-agent-skills-dir> or copy the skill/ folder manually.
  4. Start shipping — open your AI agent and point it to the methodology.
Buy methodology · $19 USD

Ready to ship with AI?

Get the methodology and start turning AI agents into your most reliable shipping partner.

Buy methodology · $19 USD

Frequently asked questions

What exactly is included?

27 docs in 5 modules: Process (New-Project, Existing-Project, Spec-Driven-Dev-Process), Rules (12 sets: Coding, Testing, TDD, Git, AI Collaboration, Security, Documentation, ADR, Observability, Release/CICD, i18n, Project Conventions), Prompts (Generic, Requirement-to-Spec, Implement-Test, Review-Bug), Tech Stacks (Go, Rust, Desktop/Wails-Tauri, Flutter, Web, Infra, AI Agents), Examples (EOS walkthrough) — plus an installable AI agent skill (SKILL.md + full references) and an install.sh script. Everything is delivered as a single zip download.

Which AI tools does this work with?

Any. The methodology is tool-agnostic. It works with Cursor, Windsurf, Claude Code, GitHub Copilot, and any other AI coding agent.

Do I need to be an experienced developer?

You should be comfortable building software. The methodology is designed for indie hackers, freelancers, and small teams who already code and want to ship faster with AI.

Can I use this for my team or client work?

The $19 license is for personal use. For team or commercial licensing, please contact us at [email protected].

Will I receive updates?

Yes. Lifetime updates are included with your purchase.

What if I lose my download link or switch computers?

Your purchase stays tied to the email you used at checkout. Gumroad buyers can sign in at gumroad.com/library and re-download the latest version anytime. Creem buyers can reopen the download link from the order confirmation email. If neither works, email [email protected] and we'll resend it.

What is the refund policy?

This is a digital product. Because the content is delivered instantly, refunds are not offered. Please read the FAQ and contact us before buying if you have questions.