Tech
A Practical Workflow for Contributing to a Large, Structured Codebase
This is the workflow I follow before I use AI agents to implement any feature or bug fix. 🧭
Requirements/Specification
↓
Design/Architecture
↓
AI Code Generation
↓
Human Review
↓
Build & Static Analysis
↓
Testing & Validation
↓
Defect Resolution
↓
Security & Compliance Review
↓
Release
↓
Production Monitoring
vs
Claude Code
↓
Implements feature
↓
Cod...
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