Vibe Coding vs Agentic Software Engineering

Vibe coding and agentic software engineering use the same AI. The difference is the scaffolding around it, and with the right controls you can let non-technical teammates build safely.

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.

Measuring Velocity in the Age of Agentic Programming

AI agents are breaking traditional velocity metrics. Why output is now the cheap part, and what to measure instead in the age of agentic programming.

Why Observability Makes Agentic Programming More Efficient

Give an AI agent access to your observability platform through MCP and it can investigate a production bug faster than most engineers. Observability is becoming the substrate your agents debug with.

Start SOC 2 Early: How It Speeds Your Audit and Why You Want the Controls Anyway

SOC 2 is easier when you start early, and the controls are worth having regardless of the checkbox. How to build compliance in as habits, not a fire drill.

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.

Observability: Why Your Startup Needs It Before You Need It

Observability is how you understand what your system is actually doing in production. Here is what it is, and why you want it in place before the incident that makes you wish you had it.

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.

From Technical Lead to CTO: Making the Leap to Executive Leadership

A great technical lead is not automatically a great CTO. What changes in the leap to executive leadership, and how the right mentorship makes it learnable.

Managing Engineers Is About Trust, Not Perks

Engineers follow leaders they trust with technology. Why the people-manager model fails, and what good engineering managers actually do.