AI-DLC
AI-Driven Development Lifecycle
A methodology for iterative, high-quality software development with AI. Structure your work with clear phases, switch contexts intentionally, and ship with confidence.
What is AI-DLC?
AI-DLC is a lightweight methodology that brings structure to AI-assisted development without slowing you down.
Structure Without Overhead
AI-DLC provides just enough structure to keep work focused without adding bureaucratic overhead. Define clear phases, not paperwork.
AI-Native from Day One
Built specifically for AI-assisted development. Works seamlessly with Claude Code to structure prompts, track context, and maintain quality.
Intentional Context Switching
Instead of letting context drift, switch "hats" deliberately. Both you and your AI understand what mode you're in and what's expected.
Choose Your Path
Whether you want to learn, experiment, or dive right in, there's a path for you.
Learn the Concepts
Understand the four hats, units of work, and how AI-DLC structures development.
Read the DocsTry It Yourself
Use our interactive tools to explore workflows and find the right mode for your task.
Launch Mode SelectorImplement Now
Install the Claude Code plugin and start using AI-DLC in your projects today.
Install PluginFour Hats, One Workflow
AI-DLC uses a hat-based approach to separate concerns. Each hat represents a distinct mindset and set of responsibilities.
Researcher
Gather context, understand requirements, and research patterns.
Planner
Design the approach with clear steps and dependencies.
Builder
Execute the plan, write code, and build the solution.
Reviewer
Validate quality and ensure work meets requirements.
Ready to get started?
Install the Claude Code plugin and start using AI-DLC in your projects today.
/install-plugin thebushidocollective/ai-dlc