How a career of building creative teams and design systems led to AI tools that increase speed without lowering the quality bar.

Human factors has reinvented itself every decade since Bell Labs, the oldest lessons are the ones pointing the way forward.

Or, perhaps the problem isn’t that AI has broken code review, maybe it’s that we’ve been using code review to solve the wrong problems

Understanding agent orchestration economics, model capability thresholds, token burn rates, and structural failure modes.

Debunking AI apocalypse hype and exposing CEO calls for open-source bans as self-serving tactics to protect corporate moats.

Make one button blue. Change nothing else. A short interactive comedy about agentic AI assistants that can never just do the thing.

Dario Amodei proposes a three-step framework for AI companies to slow capability progress to ensure safety systems.

Why we need richer, thicker interfaces and better boundary objects for collaborative planning with agents.

Exploring how to measure code sloppiness, why correct code can still erode a codebase, and why human intuition and taste still matter.

No more "wait, what did we decide?" moments. Just clarity. And follow-through.

Human factors has reinvented itself every decade since Bell Labs, the oldest lessons are the ones pointing the way forward.

Work can look finished without being understood. That uncertainty erodes trust, slows reviews, and leaves colleagues doing the missing work.

AI has made code, tests, policy, documentation, and organisational machinery almost free to produce. It has not made any of them free to own.

OpenAI and Anthropic describe agents reaching real systems during evaluations. The capability is here. So is the work of containing it.

Tune interfaces in real time and make the details feel right. DialKit puts live controls beside the interface you’re building.

Understanding the structure of an AI input, layer by layer.

A new omni world model for spatial intelligence, that can perform a broad range of tasks spanning world generation, reconstruction, and simulation.

How much work that undefined term is being asked to do, and an attempt to understand it better.

How agentic interfaces are changing what designers control, from interactions to agency, orchestration and attention.

A vastly simpler way to do agent memory