Every's 'frontier team' model: 100 AI experiments are useless if none land

every · x · 2026-10-26

Every shares how its small 'frontier team' tests each new model, assesses impact on products and workflows, and converts useful experiments into articles, products, and tools while the rest of the company stays on the roadmap. Dan Shipper calls the setup 'kind of transformative.'

Key advice from Kieran Klaassen: 100 AI experiments won't help if none land—listen to the people doing the work, make experiments understandable, and drive adoption. 'Dumping everything into a channel is easy. Integration is the job.'

Also covered: a code-review skill for non-coders and using AI to address a cybersecurity incident.

Original post →

More from coding & agent

coding & agent channel →