From zero code to AI-powered products in 16 weeks. Learn to build software the way the industry is heading, with AI as your co-pilot, not your crutch.
This is the self-paced version. Want live classes, mentors, and career support? Apply to join the bootcamp at mctaba.com
Welcome to Week 12 of Month 3. You have spent the past eleven weeks building real applications, deploying them, and learning how production systems work. This week, you step into the patterns that separate junior developers from senior engineers.
Last week you connected your applications to large language models. You sent prompts, received responses, and built features powered by AI. That was the foundation. This week, you learn the patterns that make AI applications feel professional, capable, and genuinely useful.
Welcome to Week 15. Over the past two weeks you have learned to call LLM APIs, stream responses in real time, build conversational interfaces, use tool calling to let AI interact with external systems, and implement RAG to ground AI in your own data. Those are powerful skills. This week, you take the next step: building AI that can act on its own.
Welcome to the final week. Over fifteen weeks you have gone from writing your first HTML tag to building full-stack applications with React and Express, integrating M-Pesa payments, deploying to production with CI/CD pipelines, streaming AI responses, building agents, and automating business workflows. That is a serious transformation.
Reference materials, cheatsheets, and glossary
Founder, Mctaba Labs
Software engineer building products for the African market. 10,000+ students taught across multiple platforms. BSc Mathematics & Computer Science from JKUAT.
Yes. This is the self-paced version of the Full-Stack + AI Engineering curriculum. You work through the lessons at your own speed with 12-month access. If you want live classes, access to mentors, and full support services, you can apply to join the main bootcamp at mctaba.com.
This self-paced course gives you the same curriculum content. The live bootcamp at Mctaba (mctaba.com) adds live classes, dedicated mentors, code reviews, career support, and a cohort-based schedule.
M-Pesa and international cards (Visa, Mastercard) via Paystack.
Yes! The first two lessons are free to preview. No purchase required.
Bonaventure Ogeto, founder of Mctaba Labs, a Nairobi-based software company that builds the tools and products we teach about.
Want Live Classes?
Join the main bootcamp at Mctaba with live classes, mentors, and full support services.
Apply to BootcampSelf-paced access · Want live classes? Apply to Bootcamp