True Competence Starts Where the Best Tools End
career
AI did not break Agile, but it shifted the reference frame. Three observations from practice on how story points, team velocity, and sprint structure are being structurally displaced — and what recalibration actually looks like.
Reframing wealth and power through structure, influence, and self-analysis
Not Cultural Difference, but Two Distinct Models of Organizational Logic
A System That Doesn’t Allow Standards to Fall Back
How partial AI adoption and organizational uncertainty reshape hiring today.