8 min read
AI-assisted software development in practice
Where AI genuinely saves time in a development workflow, where it hits real limits, and why technical understanding becomes more important, not less.
Blog
Thoughts on product, engineering and AI.
Essays from day-to-day work as a Product Owner with a technical background – deliberately few, written out in full.
9 min read
Product Owner and AI: a role in transition
How AI reshapes day-to-day PO work – from backlog and user feedback to a new core skill called „spec review“ – and where the real bottleneck moves.
9 min read
Agile practice in the AI era: what really changes for Scrum and Kanban
How sprint planning, refinement, retros, Definition of Done and WIP limits change once AI-assisted development becomes normal – and where new bottlenecks appear.