AUTOMATION
AI-Assisted Coding with Mandatory Review and Testing Gates
Use AI for planning and implementation while maintaining ownership through review discipline
Updated: 5/15/2026
Difficulty
medium
Time
varies by project
Use Case
Shipping features faster with AI assistance while maintaining code quality and learning
Popularity
0 views
About this automation
A disciplined workflow for using AI coding agents that separates planning/gathering from implementation/review. Maintains learning and ownership by requiring deep understanding before AI assistance, and mandatory review/testing before committing.
How to implement
1
Read and understand the specification deeply
2
Create simple architecture design manually
3
Use AI to improve and refine design
4
Review and refine documentation
5
Build one feature at a time
6
Review and test each feature before committing
7
Avoid bundling multiple changes in single prompts
8
Maintain context awareness and side effect tracking