Master the art of AI-assisted development
An intensive workshop that takes senior engineers from AI-curious to AI-fluent. Hands-on practice with your own codebase, real workflows, and measurable outcomes.
Your learning journey
Four weeks of progressive skill-building, from first prompt to full team adoption.
Foundations
Understand how LLMs work. Write your first prompts. Learn to structure effective AI interactions.
Deep Dives
Master testing with AI. TDD workflows, test generation, and AI-assisted code review.
Advanced
Navigate large codebases. Architecture decisions, MCP servers, Skills, and subagents.
Integration
Build team-wide practices. Shared config, CI/CD pipelines, and measurable outcomes.
All eight sessions
Each session builds on the last. Theory meets practice on your own codebase.
Foundations & First Prompts
How LLMs work, tokens and context windows, writing your first effective AI interactions.
02Development Workflows
Explore-Plan-Code-Commit, building features end-to-end, debugging strategies with AI.
03Testing with AI
TDD red-green-refactor workflow, generating comprehensive tests, finding coverage gaps.
04Code Review & Quality
AI-assisted code review, evaluating generated code, calibrating trust by output type.
05Architecture & Docs
Navigating large codebases, Architecture Decision Records, working with existing patterns.
06Advanced Capabilities
MCP servers, Skills, subagents, plan mode, worktrees — extending your AI toolkit.
07Team Integration
CLAUDE.md conventions, shared configuration, permissions, and adoption strategies.
08CI/CD & Measurement
Batch mode, hooks, productivity metrics, and sustaining practices long-term.
Reference library
Look up patterns, tools, and workflows anytime. Built for daily use.
Prompting
Patterns, cookbook, common mistakes, and vague-vs-specific comparisons.
4 guidesTools & Features
Hooks, MCP servers, Skills, subagents, plan mode, worktrees, and more.
8 guidesWorkflows
Step-by-step guides for EPCC, TDD, debugging, code review, and refactoring.
5 guidesQuick Reference
Cheat sheets, before-and-after examples, and continued learning resources.
3 guidesScenario bank
Hands-on exercises to apply AI techniques to your own codebase.
Foundations
Build confidence with guided exercises. Explain code, write tests, fix simple bugs using AI as your pair programmer.
Intermediate
Multi-step challenges with real-world complexity. Refactoring, feature implementation, and debugging workflows.
Advanced
Complex scenarios requiring multiple techniques. Architecture decisions, team workflows, and production-grade solutions.
Ready to transform your
development workflow?
Start with Session 1 and build your AI-assisted development skills one step at a time.