AI App & Web Development
Go from a product idea to a deployed application with AI-assisted engineering. Learn to direct coding agents, understand the system they build and ship work you can stand behind.
- Developers and web developers
- App developers
- Technical professionals
- Aspiring AI product builders
What you’ll
walk away with.
- 01A repeatable AI-assisted engineering workflow
- 02An application with a working frontend, backend and data model
- 03Practical experience with AI APIs and agent workflows
- 04A tested deployment, repository and portfolio presentation
The work.
Week by week.
A clear path, with room to make it yours.
Explore each week to see what you will learn and build.
Week 01AI-assisted Development Workflows
- Git
- Terminal
- Repositories
- Prompting coding agents
- Task planning
- Code review
A version-controlled project and a supervised coding-agent workflow
Week 02Frontend Product Development
- HTML and CSS
- JavaScript and TypeScript
- React
- Next.js
- UI systems
- Responsive product interfaces
A responsive frontend built from a reusable UI system
Week 03Backend Systems
- APIs
- Authentication
- Databases
- PostgreSQL
- Supabase
- Storage
A connected backend with authentication, persistence and access boundaries
Week 04Building AI Applications
- Model APIs
- Structured outputs
- Embeddings
- Retrieval-augmented generation
- Context management
An AI feature with an explicit input, output and evaluation approach
Week 05Agents
- Tool use
- Agent loops
- MCP
- Workflows
- Multi-agent concepts
A bounded agent workflow with useful tools and human review points
Week 06Production Engineering
- Testing
- Debugging
- Security
- Evaluation
- Performance
A release checklist supported by tests and a reviewed threat surface
Week 07Deployment
- GitHub
- Vercel
- Environments
- CI/CD
- Monitoring
- Production workflows
A deployed application with reproducible environments and monitoring
Week 08Capstone & Launch
- Complete application delivery
- GitHub launch
- Portfolio presentation
- Product Hunt fundamentals
- Product storytelling
A shipped product and a launch-ready demonstration of your work
Tools change.
Good workflows last.
Tools are selected around your project and current needs. Learn how to choose, direct and evaluate them, so your skills keep working as the tools evolve.
- Coding agents such as Codex, Claude Code or Cursor
- Git and GitHub
- TypeScript, React and Next.js
- PostgreSQL and Supabase
- Vercel
- Model APIs and MCP-compatible tools
Learn it.
Use it.
Build with it.
Build and ship a complete application, with a GitHub repository, deployment, portfolio presentation and a clear product launch story.
Personal guidance.
Long after the last session.
Personal 1:1 sessions, practical assignments, direct feedback and a curriculum shaped around your goals. Lifetime Consultancy / Alumni Guidance Available for learners who complete eligible Build Lab training; the scope of ongoing strategic guidance is agreed during enquiry.
Let’s build
something real.
Tell us where you are and where you want to go. We will help you find the right program, pace and plan.
Contact for Pricing