Insights on AI, technology, and business transformation.
Eight people on a software team. PM, BA, Scrum Master, 4 devs, QA. A structure we've been running for 20 years without questioning it once. AI didn't just make that team faster. It made the reason that team existed in the first place — obsolete.
Velocity was never a perfect metric. But it was a useful one — until AI coding tools made the assumption it rests on completely false. For two decades, velocity gave…
And why your most valuable engineer might be the next one to quit There’s a metric your engineering dashboard isn’t showing you. Not velocity. Not deployment frequency. Not even code…
The Problem Hiding in Plain Sight An 80-truck logistics company had a revenue problem — but it wasn’t on the revenue side. $90,000/month in billing risk. Not from fraud. Not…
