The practitioner network behind Cohorte. An invite-only community for people who ship AI systems for a living. A weekly thread, twelve live sessions a year, and a private Slack where nobody sells you anything.
Every Monday, one post. Not a newsletter. A working question from a practitioner facing a real deployment. Members answer in the open, with sources.
Twelve a year. Small-room format, thirty participants max. Each one led by a member who just shipped something hard. Recordings stay in the archive.
Where the daily work happens. No crypto bros, no recruiters, no growth hackers. One moderator, zero DM-pitches, a code of conduct we actually enforce.
The Engine Room is a slow community by design. No daily digest, no streak counter, no “good morning everyone”. The cadence is weekly — long enough to think, short enough to stay.
One working question, posted by a member facing a real deployment. Answers open all week. Sources cited or redacted.
Bi-weekly. Two members bring a live system. The room breaks it. Recording stays in the archive for a year.
One member posts a production metric from the previous quarter. What shipped, what broke, what the numbers were. Public only to the room.
One anonymised comp data point per month. Role, country, seniority, total. Aggregated into the quarterly Engine Room salary survey.
We pick one high-profile AI news story and tear it down in a live session. No hot takes. Sources, numbers, and a written follow-up.
Every community drifts. Ours is kept intentional by turning the wrong people away at the door. The list below is the door policy, not a tone.
We review invitations weekly. Tell us what you ship, who you ship it for, and one thing you've changed your mind about since last year.
Request an invitation