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.
Voices·Jul 7, 2026·Peteris Erins
Use AI, or lose to someone who does [Peteris Erins]
On becoming the machine operator, the token economy that ranks every job on a P&L of compute, and consulting's most dangerous moment.
Frameworks·Jun 9, 2026·Applied Methods
The Age of Agent Enablement
Every company is currently spending a huge amount of money on software designed for humans that's ultimately going to be operated by agents. They're enabling the wrong actor.
Voices·Jun 2, 2026·Joel Schwarzmann
Build to learn, build to earn — the loop AI hasn't closed [Joel Schwarzmann]
On agents that need permissions, the craft that didn't disappear, and whether we're Uber in 2007.