What Good Technical Communities Should Actually Organize in 2026
Not every community needs more generic webinars. The best ones build formats that create real momentum for their members. A lot of technical communiti…
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Tech Debt Didn't Start with AI
There once was a junior who spent a week on one unit test. Thirty-seven commits. Each one broken. His senior approved the thirty-seventh because the s…
The Importance of Tech Debt
Tech debt is like a snowball; if you don’t address it, it’ll grow and crush you. Make debt repayment part of your sprint goals. It’s an investment in …
AI Is Becoming Infrastructure
I was talking to a tech lead a couple of months ago, over drinks. Someone who's been shipping production code for over twenty years. I asked him, almo…
My Junior Can Explain It. My Senior Can Defend It. The AI Just... Did It.
Ninety-four percent test coverage on our React component library. Storybook running clean. The kind of coverage that lets you sleep at night when you'…
The Incident Commander Role: Running Incidents Without Chaos
Everyone's Debugging, Nobody's Leading Five engineers in an incident channel. All debugging independently. Nobody coordinating. Three people checking …
You Cannot Mandate Your Way to AI Adoption
Most AI adoption strategies in engineering organizations are failing for one of three reasons: leadership mandates tool usage, tracks individual adopt…
Structure-Driven Organization Theory #3 — A Structural Model of People
Ability lives inside, so it can't be seen. Contribution to structure remains outside, so it can be seen. Reframe people not as abilities but as types.…
Structure-Driven Organization Theory #1 — The Concept of Observation
Evaluation is price-setting. Observation is reading. Get the entry point wrong and wherever you arrive, you end up back at evaluation. Why Start With …
Structure-Driven Engineering Organization Theory #0 — Why Existing Org Theory Doesn't Work
Observation, not evaluation. Structure, not people. Design, not emotion. What This Book Is About Engineering org theory has, for a long time, taken pe…
AI Code Without Governance Is Now a Legal Liability
AI Code Without Governance Is Now a Legal Liability Your engineering team merged 200 pull requests last week. Half of them were written or heavily ass…
Episode 2 : From Prompts to Production, Agentic AI for Product Ownership
Over the past year, Product Owners (POs) and Business Analysts have eagerly adopted Generative AI to accelerate their daily workflows. We’ve all paste…