Thursday's live session: Claude Code + MCP against your own data
Bring a real dataset. We will wire an MCP server to it, let Claude Code work against it, and ship one small tool by the end of the hour. Recording goes in Classroom the same night.
The world's #1 AI-native community. Free to join. Free to read. Post in any room. Twelve rooms, live sessions every week, and a leaderboard that rewards the work, not the watching.
No card. No trial clock. Read every public room before you say a word.
Bring a real dataset. We will wire an MCP server to it, let Claude Code work against it, and ship one small tool by the end of the hour. Recording goes in Classroom the same night.
Took three runs to get the login step stable. The trick was giving it a saved login instead of asking it to type the password each time. Run history and credits screenshot attached, ask me anything.

We have the room for twenty. Bring one thing you built this month. Aki is coming to run a short evals clinic before the drinks.
Did the mock interview with Tai last night and the feedback was blunt in a useful way. I kept jumping to architecture before asking what the customer actually measures. Posting my notes for anyone prepping.
Classroom
Calendar
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Post, reply or ship something on three days in a week and your streak holds. Miss a week and it resets, no shame, just start again.
About
TAI Labs is a clubhouse for people who ship with AI. Rooms by topic and by city, live sessions every week, career tools, browser agents that do real web work, and a leaderboard that only counts what you built. Companies run their custom programmes inside the same clubhouse, in private rooms, with the same mechanics.
Your hosts


Where the 10,000+ people we've trained work
Companies we've trained

Rooms
Open rooms are readable by anyone. Members rooms hold the certificate cohorts and the lounge. Every room has a feed, a chat and its own calendar.

"Bring a real problem to Thursday's session and leave with something running. That is the whole format."

"Course completion isn't capability. We measure what people can do on Monday morning, and we show it."
Bring your team
Custom AI upskilling, AI readiness assessment and transformation consulting, run as a 12-week live cohort on your own workflows inside tailabs.ai. It ends in working systems and an executive outcomes summary, not a certificate wall.
Executive summary, in one paragraph
Your people join a private room with the same feed, sessions, points and levels as the public clubhouse. We measure where each role sits on the readiness ladder, run four live sessions on your stack, and hand you a week-12 summary that says who can now do what, with the shipped workflows as evidence.
The six things we hear on the first call, in the words we hear them.
Six stages, and the sixth is the point. It runs again next quarter without a new procurement cycle.
Five levels. Every participant is placed in week one and again in week twelve. Managers see the movement, never the conversations.
Custom AI Training, as it runs inside the platform.
Throughout: two office hours with the hosts, and the private room stays open after week 12.
Custom AI Training
Priced by cohort size, 5 to 51+ participants. Includes the readiness assessment, four live sessions, office hours, demo day and the executive summary. Community membership for every participant is included.
Case studies
Hover a card to see the organisation. The result tiles are what shipped.

Modern Health


MPB


WireApps


Type B Digital
J2 Consulting

28Digital
What people say
Four doors