Your test suite is the only thing that makes AI agents useful
A company called Reco converted JSONata from JavaScript to Go in 7 hours using AI. Seven. Hours. Not seven sprints. Not seven engineers over seven wee…
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The Tokenmaxxing Debate Misses the Point
Jensen Huang says every engineer should consume 100,000 tokens daily. Shopify's CTO says the real metric is what you do with them. Both are right. Bot…
agentic coding habits to accelerate your engineering workflow
Coding agents aren't just speeding up development, they're changing what it means to be a senior engineer. I've been coding with agents for a while, w…
The Secret Sauce Leaked. Turns Out There Was No Secret.
The best-kept secret in AI just leaked. And it turns out there was no secret. On March 31, Anthropic accidentally shipped the entire source code of Cl…
Claude Design Looks Like AI Magic. Reading the Source, It's Four Engineering Patterns.
Before the Hype Settles Anthropic shipped Claude Design on April 17, and most of the discussion has framed it as a Figma-challenging AI design tool. I…
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…