How we work is being rewritten by AI. We’re tracking the edits.
We monitor open roles across the AI industry, track the companies behind them, and publish what the patterns reveal.
The companies reshaping how we work
From frontier labs to applied startups — who they are, what they're hiring for, and how their teams are evolving.
Signals from the frontier of applied AI
Data, conversations, and frameworks from inside the AI industry — patterns from hiring, interviews with practitioners, and theory for scaling teams and systems.
Frameworks·May 9, 2026·Applied Methods
The Method Layer
The bottleneck to AI adoption isn't the model — it's the gap between the model and the method that creates value inside an organisation.
Voices·May 5, 2026·Hamza Oza
Designer, PM, Engineer — AI is blurring the lines [Hamza Oza]
On Tessl, the package manager for agent skills, and why "leverage" is replacing job titles.
Insight·Apr 20, 2026·Applied Methods
The Missing Half of Design
AI companies hire one designer for every thirteen engineers. The design work has not shrunk — it has been reclassified into deployment.