Blog

Thoughts on AI-powered software engineering, productivity, and building great products.

January 5, 2026 Published

AIsoftware engineeringleadershiporganizational development

The right entry into AI-powered software engineering

Whether the transition to AI-powered software engineering is successful depends on how developers and management deal with the change and what conclusions they draw for roles, structures, and processes. A small, real-world AI beacon provides the necessary foundation.

December 18, 2025 Published

AIsoftware engineeringorganizational developmentleadership

Why introducing AI fails

The problem is the entry point: paper over product, rigid processes over responsibility. And the misconception of trying to take everyone along.

December 14, 2025 Published

AIsoftware engineeringarchitecturedelivery

AI makes coding easier. Software engineering gets harder.

AI writes code — engineers build systems. Software engineering gets harder; the engineer’s role shifts.

December 10, 2025 Published

AIsoftware engineeringdeliveryleadership

Stagnation doesn’t come from doubt, but from responsibility

AI has arrived in software engineering. And yet, surprisingly little is happening in many organizations. Many leaders hesitate — not out of skepticism, but out of responsibility.