The 1.7% Problem: What Happens to Software Engineering If AI Becomes Debuggable?
A contested new claim says most neurons in a large model are readable. If it holds, debugging AI stops at the API boundary — and that changes engineering.
WebCraft Labz
Newsroom
Product launches, platform updates, and client work shipped by WebCraft Labz.
Dispatches
10 updates, newest first
Who Will Train the Humans Who Supervise AI?
As AI automates entry-level work, who will train tomorrow's experts? Research reveals a growing challenge for apprenticeships and human oversight.
Capability Debt: The Skills You Stop Practicing Don't Wait for You
AI can improve your work while quietly weakening your ability to judge it. The risk isn't what the machine does. It's what you can no longer do.
The WebCraft Labz Manifesto
Technology should expand human potential, not replace it. This is what we believe, why we build, and who we're building for.
The Invisible Workforce: How AI Is Creating the One-Person Enterprise
For centuries, economic scale required headcount. AI may be changing that. The rise of the one-person enterprise is reshaping entrepreneurship, consulting, research, and the future of organizational design.
Enterprise AI Is Creating a Human Bottleneck
Most companies buying AI tools are not slow because their software is slow. They are slow because approvals, ownership, and data are slow. A practical guide to finding where work actually stops before you buy another AI product.
From Websites to Systems: The WebCraft Labz Manifesto for 2026
Why WebCraft Labz is moving beyond websites and building intelligence-driven systems, starting with Axon.
Introducing Axon: A Research Signal Intelligence Tool
Axon is a research signal intelligence tool built to analyze momentum, methods, and translational patterns across fast-moving scientific and technical fields.
2026 Launch: New WebCraft Labz Website + Axon Research Tool
Announcing our 2026 website launch, the release of Axon—our new research intelligence tool—and what we're building next.
WebCraft's Online Build Estimator is Live
Get instant, transparent pricing for your next website with our new build configurator.
Elsewhere
Longer writing on how these are built lives in the blog. Finished work is in the portfolio.