I was with a team recently that was celebrating one of its shift-left initiatives. Instead of stage-gating everything into one big, risky release, they started releasing work inside the iteration...
When generating new code is nearly free, refactoring starts to feel optional. GitClear's 2026 data shows the share of changed lines that consolidate existing code falling while copy/paste climbs, and...
Picture a team's velocity chart. It has never looked better. Their roadmap is on track, and the stakeholders are happy. That's quite a combination, and most of you have seen...
If lines of code shipped is the headline on your AI ROI slide, ask it one question before the next review: if the tools had made things worse, would this...
I'd like you to picture a board meeting. It's the end of the quarter. Sounds familiar.The VP of engineering is up, and she's glowing. The company rolled out AI coding...
Monday's episode asked where the speed from AI coding tools goes when less of it reaches the customer than reaches the keyboard. This guide picks up there: how the line...
Agile coaches, where are you at? Product managers, are you challenging your teams? Leaders, are you asking the right questions and looking at the right metrics? In most of the...
A team can run every event by the book and still miss every delivery date. The reflex is more coaching on the framework: a new retrospective format, a refresher, tighter...
Picture a coach working with four teams. Yes, a Scrum Master or agile coach can serve multiple teams. Every Daily Scrum stays inside its 15-minute time box. Every retrospective produces...
Your team went through AI training this year. Someone booked the session, people showed up, and a few walked out with a certificate. So why does the work still put...
A team I worked with recently had just finished an AI training course I delivered personally. Certificates all around. Everybody in the room could write a clean prompt with self-consistency...
A year ago, a product manager spent Monday grooming the backlog. Today that same person can describe a feature out loud and have three working prototypes before lunch. So a...