Engineering Process

The 3,000-Line-a-Day Thought Experiment

If a new engineer shipped 3,000 lines on day one, could your team validate it? Why agentic programming makes this normal, and how to be ready for it.

100% Test Coverage Should Be the New Bare Minimum

For years, full test coverage was treated as impractical. AI-assisted coding changed the economics. Why 100% is now a sensible floor, and what it does and does not buy you.

From Desktop to Production: Build Environments That Make Engineering Faster and Safer

A lot of a team's speed and safety is won or lost in its environments. Local full-stack dev, ephemeral PR previews, staging, and production, and why each one earns its keep.

The Testing Pyramid: AI Just Removed Your Last Excuse

Teams have always known they should have automated tests. The excuse was that writing them takes too long. AI-assisted coding just took that excuse away, right when you need tests most.

Why It's Never Too Soon to Add Process to Your Startup

Lightweight engineering process is not the enemy of speed. The right habits, added early, make your startup faster now and ready for what comes next.