Reflection Guide
Thinking in the Age of AI
A structured reflection system for engineers who want AI to accelerate execution — without outsourcing judgment.
What you’ll get
- Coding-with-AI thinking checklist
- AI dependency detector
- Prompt card system for real engineering scenarios
- Workflow templates (release / incident / architecture)
- Promotion + impact tools
Why this exists
AI can generate code. It cannot build your mental models. This guide is designed to keep engineers thinking deeply even as execution becomes effortless.