Mulu Certified
The first AI coding certification. Master AI-assisted development with hands-on lessons, real exercises, and a timed multiple-choice exam.
What you will learn
20 focused chapters covering AI models, benchmarks, context management, agent orchestration, cloud deployment, and everything in between.
What Are AI Models?
LLMs, providers, architectures — the engines behind everything you build.
Picking the Right Model
Every model has a superpower. Match the right engine to the right job.
AI Benchmarks & Leaderboards
SWE-bench, Chatbot Arena, MMLU — how to read the scoreboard.
Tokens & AI Pricing
What tokens are, how pricing works, and how to optimize your credits.
Context Windows
The AI\'s working memory — what it is, sizes, and why it matters.
Context Management
Keep conversations clean, avoid context collapse, get better results.
Mulu Memory & Project Files
Persistent context across sessions with mulu.md and project memory.
Prompting Essentials
Core principles for prompts that work. Say it once, say it right.
Building Modes
Chat, Agent, and Planning modes — when to use each one.
Sub-Agents
Delegate tasks to specialized AI workers for focused results.
Swarm Mode
Multiple agents in parallel — build entire features simultaneously.
MCP & External Tools
Connect AI to databases, APIs, and services with Model Context Protocol.
Cloud & Hosting
Where your app lives — servers, platforms, domains, and deployment.
Backends & Databases
The invisible half of every app — data storage, APIs, and server logic.
APIs & Integrations
How apps talk to each other — payments, email, auth, and more.
Security Essentials
API keys, permissions, and the mistakes that expose your users\' data.
Version History & Rollbacks
Your safety net — save, compare, and restore any previous state.
Debugging AI Mistakes
When things break, how to diagnose, fix, or roll back efficiently.
Shipping Your App
Pre-launch checklist, deployment, and handling your first real users.
Staying Current in AI
Resources, communities, and how to evaluate new models without the hype.
How the exam works
Prove your skills with a timed, multiple-choice assessment.
100-Question Assessment
Answer 100 questions covering all 20 chapters. You have 90 minutes. Score over 80% to earn your certificate.
Verifiable Certificate
Pass and receive a shareable digital certificate. Verifiable by employers and clients via unique URL.
Mulu Certified
One-time. Yours forever.
Pay once, retake the exam as many times as you need. Max plan users get it free.
- All 20 chapters
- Hands-on exercises
- Timed exam (retake anytime)
- Verifiable digital certificate
- Instant access
- All 20 chapters
- Unlimited exam retakes
- Verifiable digital certificate
Ready to get certified?
Join hundreds of developers proving their AI coding skills.