AI-native workflow
A structured AI-native engineering workflow
Analyze → Architect → Build → Review → Test → Deploy.
- 01
Analyze
Clarify the problem, constraints and confirmed requirements.
- 02
Architect
Define the system shape, data flow and implementation boundaries.
- 03
Agent Tasking
Break work into precise Codex-ready engineering tasks.
- 04
Implement
Build the product surface, backend or tooling incrementally.
- 05
Review
Inspect output for correctness, maintainability and scope discipline.
- 06
Test
Run checks that match the risk and platform involved.
- 07
Debug
Trace issues directly and fix foundation causes, not symptoms.
- 08
Deploy
Prepare production delivery or a controlled product release path.
- 09
Iterate
Refine the system from validation, usage and new requirements.