Tagged: AI Strategy

The Org Chart Is Flattening & Nobody Has a Replacement

Two things happened last week that look unrelated but aren’t. JPMorgan told its 65,000 engineers and technologists that AI tool usage is now part of their performance reviews.…

I Vibe Coded a Civic Tool

Everyone’s vibe coding the next todo app. The next AI wrapper. The next SaaS dashboard that solves a problem three other SaaS dashboards already solved. I vibe coded…

“Tokenmaxxing” Is Lines-of-Code Thinking for the Agentic Era

Silicon Valley has a new competitive sport, and it’s exactly the mistake you think it is. The New York Times reported last week that engineers at Meta, OpenAI,…

Minutes Added To Workforce

Every company I’ve talked to in the last two quarters is asking the same question about AI: what’s the ROI? The instinct is to measure AI value in cost…

The Next Platform Giant Is Hiding in Plain Sight

Every major era of software development has produced a defining platform company. The one that quietly became the infrastructure everyone depends on. GitHub didn’t win because git was…

Putting AI to Work in Your Engineering Workflow Today

A few years ago, I wrote about the creeping danger of debt. Debt being the slow accumulation of manual processes, fragile deployments, and tribal knowledge that eventually drowns…

The Pre-AI to Post-AI Company Transition

Leaders must rethink beyond adding ML models. Transition to AI-native architectures and embrace probabilistic systems for robust outcomes in this new era of software.

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