Build Production-Grade
Software with AI
An AI development methodology that takes you from research to shipped code — with enterprise-grade quality gates at every step.
What is Raftkit?
A methodology and toolkit for building production-grade software with AI — from idea to shipped code.
Methodology
A 6-phase structured workflow that takes you from research to production code. Not a tool — a way of building software.
Quality Gates
Two-stage review with up to 12 specialized AI reviewers per task. P1/P2/P3 severity system blocks bad code from shipping.
Zero Config
One command installs everything. Auto-detects your stack, package manager, and project type. Works with any codebase.
The 6-Phase Workflow
From research to compounding knowledge — a structured methodology for building with AI.
See It In Action
One command to set up your entire development workflow.
What Gets Built
Every phase produces concrete, versioned artifacts — not just code.
docs/products/my-saas/ ├── prd.md ├── features.md ├── architecture/ │ ├── tech-preferences.md │ ├── db-schema.md │ ├── tech-stack.md │ ├── system-diagram.md │ ├── api-contracts.yaml │ └── design-system.md ├── tasks/ │ ├── index.md │ ├── task-001.md │ ├── task-002.md │ └── ... ├── reviews/ │ ├── task-001-review.md │ └── ... ├── learnings/ │ ├── index.yaml │ ├── task-001-learning.md │ └── compound-summary.md └── status.md
PRD
Competitive analysis, personas, market sizing
Architecture
DB schema, API contracts, system diagram, design tokens
Micro-tasks
RICE-prioritized, 2-5 min each, EARS acceptance criteria
Code
TDD per task, fresh subagent, auto-committed
Reviews
12-dimension quality reports per task
Learnings
Compound knowledge that evolves your project docs
Detects Your Stack. Installs Matching Skills.
Raftkit auto-detects your tech stack and installs matching AI skills — 28 and counting.
Frontend
Backend
Database
Quality
Specialized
Quality You Can Trust
Every micro-task gets reviewed by up to 12 specialized AI agents before commit.
Two-Stage Review
Severity System
Get Started in 5 Steps
From zero to autonomous development in minutes.
Install
One command sets up Git hooks, commit conventions, and AI skills
npx @raftlabs/raftkit initResearch
Deep-dive into your product space with competitive & user research
/raftkit:research my-productArchitect
Design your system architecture, DB schema, and API contracts
/raftkit:architect my-productPlan
Break features into micro-tasks with acceptance criteria
/raftkit:plan my-productBuild
Autonomous TDD build loop with quality gates at every step
/raftkit:build my-productOpen Source
Built by RaftLabs for the developer community. Free to use, modify, and distribute.