Notes from the build floor
Long-form posts on AI-driven product work, web platforms, and the boring-but-critical modernisation most teams skip. Written by the people doing the work.
Blockchain Solutions for Modern Product Teams
Where blockchain still belongs, and where it is theatre. A grounded look at the use cases that justify the complexity — and the ones…
Vadim Leviev
Human-Centred AI Moderation at Scale
Detection accuracy is the easy 60% of moderation. The other 40% — the part that decides whether your platform actually feels safe — lives…
Vadim Leviev
AI-Driven Web Development Tools That Actually Save Time
Where AI saves real engineering hours on web teams in 2026: scaffolding, accessibility checks, migration support, and documentation. And the four places it consistently…
Vadim Leviev
AI Co-Pilots for Productive Engineering Teams
A grounded take on getting AI co-pilots to earn their seat licenses. Where context-aware tools shine, what to standardise before adopting, and how to…
Vadim Leviev
AI Product Strategy for Sustainable Growth
Why most AI product roadmaps go sideways, and the four-step path back: business constraint first, narrow first launch, instrumented adoption, scale only on proof.
Vadim Leviev
The Future of Digital Transformation
Digital transformation is no longer a project. It is a rhythm — small architectural moves, repeatable change, accountable ownership. Here is what that looks…
Vadim Leviev
Long-form posts, written by the people doing the work.
Not an SEO playground or a stream of short notes. Every article is a long-form, edited piece. We publish on a deliberate cadence and rewrite our drafts before they go out.