Agility
The Code Review Bottleneck: Where Your Speed Is Waiting
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...
Agility
You Moved the Bottleneck: Why Faster AI Coding Is Piling Up in Code Review
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...
Agility
Agile Coaching in the AI Era: Watch the Flow, Not the Events
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...
Leadership + Organization
From Agile Coach to Flow Engineer: Why Perfect Scrum Events Can Still Miss Every Date
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...
Responsible AI
The AI Upskilling Trap: Why Tool Training Isn't AI Capability
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...
Product
The AI Upskilling Trap: Why Your Training Might Be Solving the Wrong Problem
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...
Product
From Product Manager to Product Builder: What AI Actually Changes
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...
Product
Will AI Replace Product Managers? The Part of the Job That Is Actually Disappearing
Picture a product manager getting ready for backlog refinement. A year ago that session meant estimating the backlog, clarifying details with the team, and breaking coarse-grained items down into something...
Product
Writing Requirements an AI Can Actually Build
For most of my career, a vague requirement was survivable. Not because we caught it. Because building was slow enough that somebody asked a question first.That question was free, it...
Agility
AI-Ready Acceptance Criteria: Why Vague Requirements Now Cost You More
Somebody on your team opens a ticket. Azure DevOps, Jira, whatever you use. It says: add a way for customers to export their data. Just one line. How hard could...
Leadership + Organization
Why AI Pilots Stall Between the Demo and Production
A pilot that stalls does not announce it. There is no meeting where somebody says this one is over. It keeps its login and its budget line, the follow-up meeting...
Leadership + Organization
Pilot Purgatory: Why Your AI Demo Never Shipped
A few months ago I was in a room with a leadership team watching an AI pilot demo. You've been there. I've watched this scene enough times to tell it...