Selected work
A closer look at the systems, workflows, and engineering contributions behind the outcomes.
Requirements
Test plans
Code review
Validation
AI & developer productivity
An AI-native SDLC automation layer that turns ad-hoc agent sessions into auditable, phase-separated engineering workflows.
3×deliverables efficiency across teams
Pull request
AI review
Human review
Quality
Engineering quality
Agentic code-review skills that evaluate correctness, performance, security, and test quality while keeping humans in the loop.
500+PR reviews in a single month
Qualification
Triage
CI/CD gates
Release
Release & reliability
Centralized release qualification, triage, and automated validation for four CXE applications.
50%shorter release cycles