Community Chatter: practical AI
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About this event
How are community builders actually using AI in their day-to-day work—beyond the hype and into real workflows?
Join us for a Community Chatter focused on practical AI tools and approaches that help teams move faster, support their people better, and rethink how communities grow. This session brings together speakers who have built and deployed their own AI-powered solutions—from editorial coaching agents and community automation stacks to internal knowledge assistants employees actually trust.
You’ll hear how AI is being used to:
- turn rough ideas into publishable content without bottlenecks
- better understand and manage growing communities
- create reliable, accessible knowledge systems inside organizations
Speakers & Talks
Jan Meissner
Coaching, Not Gatekeeping: Building an AI Editorial Agent for Our R&D Blog
The more AI handles the routine, the more the human stuff matters. This talk is a small story inside that bigger one. A year ago, this would have been a favour I'd ask a senior engineer for - and then keep bothering them about every time something broke. Instead, I built it myself: an AI-powered editorial coach that helps our engineers, PMs and designers turn rough ideas into publishable blog posts. Azure Functions, React, Claude. Things I'd nodded along to at conferences for years and never expected to actually touch. I'll share how it was structured, tuned, and what it changed about how people write and publish. Although I hit a token limit in Claude Code halfway through. It's in production anyway.
Láďa Vašek
From Chat to Code: How We Run a 500-Member Community with AI (Without Being a Developer)
A practical, no-code journey through building and running a community with AI tools. Láďa will walk through his stack and share a surprising insight: not all members matter equally—and AI can help you figure out who actually does.
Jirka Nečas
Good Input Means Good Output: How We Built an AI Agent Employees Actually Trust
A behind-the-scenes look at building an internal AI assistant that employees actually use. Jirka will show how leveraging existing data, analyzing real employee questions, and embracing imperfect systems can lead to a reliable, everyday knowledge tool.
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This event is organized for the Czech community of community builders, especially those working with engineering and tech teams—but everyone curious about practical AI in community and team enablement is welcome.
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