Professional project
AI review and developer workflows
Review pipelines and automatic reviewer assignment adopted by the platform team.
Bluestaq · Built the tools and shared workflows
- GitLab CI/CD
- AI agents
- Go
- Python
Problem
Code review and task handoffs need consistent context, clear ownership, and verification.
My contribution
- Built AI code-review pipelines and automatic reviewer assignment.
- Shared agent workflows that combine cross-model review with end-to-end verification.
How it works
Workflow diagram
Define the change
Give the implementation a clear scope and supporting context.
Implement and verify
Test the behavior and inspect a realistic end-to-end case.
Review independently
Use another model to challenge the change before human review.
Engineering decisions
Shared defaults
Put repeatable review and assignment behavior into tools the team can use.
Result and limits
The platform team adopted the review and reviewer-assignment tools.
- Employer source and internal review examples remain private.
- Review automation supports engineering judgment. It does not replace responsibility for the change.