Developer Toolkit is a learning resource for developers who want a structured way to use AI in real codebases. It focuses on Cursor and Claude Code, teaching not just the tools themselves but repeatable productivity patterns you can apply day to day.
From quick demos to production
The material is built around moving from “vibecoding” and one-off prototypes to production development. It emphasizes writing stable, testable, maintainable code, with attention to reducing technical debt and working effectively in legacy projects.
Structured lessons and practical examples
The catalog includes 200+ lessons, breakdowns, and examples that cover concrete workflows, including:
- How to write effective prompts for coding tasks
- How to run iterative cycles with AI and validate results
- How to combine Cursor and Claude Code in a single workflow
For solo developers and teams
Developer Toolkit is designed for both individual developers and companies. It helps teams align on a consistent approach to using AI, ship features faster, and keep code quality at a production level.

