Field notes · live rooms

Not theory. Rooms full of people building.

Hands-on Idea → Launch sessions and monthly AI accountability circles. A strong entry point for individuals or whole departments — led by a former Staff AI Product Engineer at AWS.

18+ years in tech, 9 at Amazon. Humans first, hype never.

The calendar

Upcoming and recent

Resources

The Vibe Coding Dictionary

Free resource 60+ terms · Technical & non-technical tracks

Workshop vocabulary for AI-native builders. Straight definitions plus plain-language takes.

Upcoming

AI Native Practitioners: Info Session

Upcoming Free · Zoom Path into Practitioner

How a pod actually works week to week, the roles you can take, the artefacts you leave with, and what the launch review feels like. Then questions.

Recent

Adopt AI without Losing Your Judgment

Completed Talk Builder Stack + REPLAN

AI slop and quiet judgment risk, a quality bar you can hold without slowing down, then live demos of AI Builder Stack and REPLAN.

How to Ship Ideas with AI

Completed Talk Path into Practitioner

AI-native skills, agent hierarchies, evals, security gates, and big-tech shipping practices. The operating system of the Practitioner Programme.

Growth Workshop: From Idea → Startup with AI

Completed Patricia speaks 27 June 2026 · GrowFirma · The Social Hub Berlin

Session 2: Vibe Coding & AI Development. Guest session on building products with AI-native tools.

AI-Native Builder Accountability Session

Completed Free · Zoom 27 June 2026 · 60 min

Peer accountability for builders using AI in real work — guardrails, tokens, privacy, and next commitments.

Building with AI: From Idea → Launch (Live)

Completed Winner: WardroBro 13 June 2026 · Zoom

Winner: WardroBro by Komal Jadhav — a voice-first AI wardrobe companion. Prize: Practitioner Programme + 3 months coaching.

Building with AI with Hive Minds and w3hub · Berlin

Completed Winner: hearTTales 5 June 2026 · Berlin

Winner: hearTTales by Komal Jadhav — an AI-powered storytelling platform for children.

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Team workshops, AI enablement, and leadership coaching for organisations that want AI-fluent people who stay energized instead of burning out.