Will an LLM Replace Your Product Owner by 2027?
LLMs will not replace Product Owners by 2027. They will replace the parts of the role that most practitioners are spending most of their time on. The difference matters.
Ernesto Custodio, PhD, Editor
Why AI Agents Fail Without Complete Business Context
Your data is sitting in three different systems. Your AI tools can see one of them.
How to Tell If Your AI Tools Are Actually Improving
You implemented an AI tool three months ago. Your team is using it. The tool is working. And you have no idea whether it actually matters. This is the moment most PMs get stuck.
The Problem with Agile Is HIM: The Human In the Middle
There is a pattern in Agile failure that does not appear in retrospectives and is almost never named in coaching conversations. The pattern is a person: the Human In the Middle.
How to Close the AI Adoption Gap Before Your ROI Disappears
You rolled out a new AI tool to your team three months ago. Everyone attended the training.
The Psychological Safety Index (PSI): How to Measure the Invisible Foundation of Performance
Why the "best" teams report more mistakes Most leaders rely on intuition to judge the health of their team.
How to Create a Value Stream Map Using AI Tools
Value stream mapping is tough in practice. AI tools cannot automate it, but they remove the friction. Learn how to leverage specialized canvas environments inside Claude, ChatGPT, and Gemini to speed up discovery, map metrics, and design future states without starting from scratch.
Microsoft Copilot in Project for the Web: June 2026 Update
**Preview:** Microsoft regularly pushes Copilot updates to Project for the Web — and your inbox flags each one as…
Microsoft regularly pushes Copilot updates to Project for the Web — and your inbox flags each one as a feature announcement worth investigating. If you're like most PMs in an M365 envi
Is AI Killing Agile? The Answer Is More Complicated Than You Think
AI is not killing Agile. It is killing the ceremonial version of it -- and clarifying what Agile practitioners' actual value is.
How to Map the Stakeholders Your AI Tool Can't Find
You finished the steering committee meeting feeling good. Everyone agreed on the timeline.
Stop Starting and Start Finishing: The WIP Principle That Changes Everything
Most delivery teams start too much. The structural reasons for this are clear, the costs are measurable, and the practice of finishing requires deliberate design.
Continuous Improvement: Why Impediment Removal Is the Scrum Master's Core Job
The difference between teams that plateau and teams that improve compoundingly comes down to one thing: whether impediment removal is tactical or systemic.