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Software
10x Developer Productivity for a 200-Person Engineering Team
Published January 8, 2025
2 weeks → 3 days
Deployment cycle
40% → 82%
Test coverage
30% → 8%
Senior engineer time on review
The Challenge
Code review had become a bottleneck—PRs sat for days, technical debt accumulated, and senior engineers spent 30% of their time on review instead of architecture.
Our Solution
We built a custom AI coding platform with automated PR review, test generation, and a codebase-aware Q&A assistant. Integrated into GitHub Actions with full audit trails.
"Our developers joke that the AI review catches things our senior engineers missed. It's the highest-ROI system we've deployed in five years."
— David Park, VP of Engineering, Strata Technologies
Code AIAgentic SystemsGitHub ActionsFine-tuning
Client
Strata Technologies
Industry
Software