MOAI-ADK · AGENTIC DEVELOPMENT KIT

An AI development environment for quality code

MoAI-ADK is a Go-based development framework where the SPEC-First methodology and 10 dedicated AI agents work together. New to AI? No problem — we guide you down the easiest path.

Get started in 30 seconds Quick start guide

$ curl -fsSL https://adk.mo.ai.kr/install.sh | bash

SINGLE BINARY · GO · APACHE-2.0

01 · TOKENOMICS

Tokenomics

Context diet and prompt caching cut inference cost by 60–70%.

Multi-LLM · Cost Optimization

02 · SELF-LEARNING

Recursive self-learning

Decision memory and autonomous agents form a self-improving loop.

Harness Self-Evolution · Decision Memory System

03 · HARNESS

Agentic harness

A configurable runtime of skills, hooks, and MCP with TRUST 5 quality gates.

Core Concepts · Workflow Commands

Browse the docs

13 SECTIONS · KO / EN / JA / ZH

Getting StartedStep-by-step guide from installing MoAI-ADK to running your first project ResourcesAdditional reference materials for MoAI-ADK Core ConceptsThe foundational principles behind MoAI-ADK — SPEC-First development, DDD/TDD, the TRUST 5 quality framework, and dedicated agents. Workflow Commands Info Belongs to: Agentic Harness A set of commands that run the … Utility Commands Info Belongs to: Agentic Loop Engineering · Agentic Harness A … CLI ReferenceDetailed reference for the terminal moai CLI commands. Multi-LLM ModeMulti-model, multi-provider routing — the model lineup, reasoning depth (effort), and the session model policy (subagents follow the session's model and reasoning depth as-is) Cost OptimizationIntroduces the cost axis of MoAI-ADK tokenomics from a beginner's perspective. Surveys the three main levers that deliver the same quality for fewer tokens (model assignment, autonomy tier, prompt caching), and leads into this section's focus — the prompt-caching break-even rule. GuidesMoAI-ADK operational guide collection — autonomous CI/CD, GitHub integration Git Worktree Overview Info Belongs to: Agentic Harness Git Worktree is the foundation of … Advanced Info Belongs to: Tokenomics · Agentic Loop Engineering · Agentic … ContributingMoAI-ADK is an open-source project and contributions are welcome! … Claude Code Guide (Background Reference)A 4-group learning path for understanding Claude Code from scratch — the platform on which MoAI-ADK's three core values (Tokenomics, Agentic Loop Engineering, Agentic Harness) stand.

OFFICIAL BOOK · 488P

Practical Agentic Coding with Claude Code

The end of vibe coding, the start of harness engineering. A hands-on guide by the MoAI-ADK maintainer, with 9 forewords.

book.mo.ai.kr