Web Development Patterns
React patterns, Next.js deep dives, modern styling, and testing strategies.
Review and debug
This path goes deeper than the public prompt library, but the prompt pack below is the fastest way to apply the same supervision habits before you dive into the full curriculum.
Matching public prompts
23
Keep the task scoped, copy the prompt, then inspect one reviewable diff before the agent continues.
Need the safest first move instead? Open the curated sample prompts before you browse the broader library.
API Keys, Rate Limits, and Cost Management
Understand AI API pricing, rate limits, budgets, and how to monitor and control your AI spending.
"Help me operationalize AI API usage for this app.
I need:
1. a secure API key handling plan for local, CI, and production
2. a rate-limit and retry strategy for 429s
3. a budget recommendationModule 1React Patterns
Component composition, state management, and performance
Module 2Next.js Deep Dive
Master the App Router, server actions, and data patterns
Module 3Styling and UI
Build beautiful, accessible, responsive interfaces
Module 4Testing
What to test, how to test, and when AI can help
Module 5Testing Deep Dive
Advanced testing strategies and tools
