75 essential AI collaboration patterns across real-world codebases, from effective prompting to production debugging.
Status: Coming soon. 0 of 75 patterns published.
What is the Sponge 75?
The Sponge 75 is a structured curriculum of 75 AI collaboration patterns that cover the full spectrum of working with AI in real engineering workflows. Each pattern is a focused challenge that teaches a specific skill for collaborating with AI effectively.
Pattern Categories
Effective Prompting — Learn to write clear, specific prompts that get better results from AI coding assistants.
Task Delegation — Know when to delegate to AI and when to code yourself. Master the art of breaking problems into AI-friendly chunks.
Verification & Review — Build habits for reviewing AI-generated code. Catch bugs, security issues, and logic errors before they ship.
Production Debugging — Use AI to debug real production issues in complex codebases. Learn to provide the right context for accurate diagnoses.
Architecture & Design — Collaborate with AI on system design decisions. Get better at evaluating AI suggestions against real-world constraints.