Ai-Engineering
From Manual to AI-Native: How One Engineering Team Transformed in 10 Weeks
A case study in applying Harness Engineering principles to a live engineering team — what changed, how fast, and what made the difference.
How We Cut CI/CD Pipeline Time by 60% with AI-Assisted Review
A detailed account of how one engineering team used AI to compress their CI/CD cycle time — what was slow, what we changed, and what didn't work the first time.
Technical Debt in the AI Era: What Changes, What Stays
AI doesn't erase technical debt — it amplifies it. How to think about legacy modernisation and debt management when AI tools are in the picture.
What Is Harness Engineering (And Why Your Dev Team Needs It)
Harness Engineering is the discipline of building the environment that lets AI agents do reliable, production-grade work. Here's what it means and why ad-hoc AI adoption falls short.