Software Architecture

# ### Hosted by Ataccama // Karlín, Prague 8 *** **Agent-Driven Meetup Prague: Build Like a POD — Simulating the AI-Native Development Team** *** ## Short Description Your org chart is killing your agents. Join us to run a live simulation of POD-based teams making decisions with AI agents — not talking about it. *** ## Full Description *** ### This Is Agent-Driven Meetup Prague. If you've been here before, you know what this is: no bullshit theory, no vendor pitches, no "AI is going to change everything" presentations. We build things, we break things, we figure out what actually works when you put agents into production in real organizations. This edition goes one level up from the code. Not how to build agents — how to build the teams that operate them. Because here's the thing nobody is saying out loud at these meetups: **the agents are fine. The organizational structure around them is broken.** *** ### The Real Problem We Keep Not Solving Every team at every meetup we've run is using agents the same way. One developer has a Claude window open. Another has Cursor. Someone on Slack posted a prompt they found useful. There's no shared context, no shared role assignment, no way for the agents to be collectively accountable to the team's actual goals. You're running 21st-century AI on a 20th-century org chart. The org chart was designed for predictable, repeatable, decomposable work — industrial-era assumptions baked into every hierarchy, every feature team, every sprint board. It doesn't know what to do with agents because agents aren't tasks. They're capable entities. They need roles. They need context. They need to fit into a structure that was designed to hold them. Dave Gray figured this out in 2012, before agents existed. He called it the **Connected Company**. The core unit is a **POD** — a small, autonomous, cross-functional team with everything it needs to serve its customer independently, connecting to other PODs through explicit interfaces rather than management layers. *** ### What Actually Happens at This Meetup You walk in. You get assigned to a POD. Each POD is a cross-functional unit inside **NovaTech** — a fictional (but uncomfortably familiar) Czech B2B SaaS company that is mid-transformation from a traditional hierarchy into a connected, POD-based structure. Product PODs. Revenue PODs. Infrastructure PODs. Customer Success PODs. Each with a challenge scoped to their function. **The company faces one decision: should NovaTech launch in Germany in Q3?** No POD has the full picture. The Product POD knows what the roadmap costs. The Revenue POD has deals on the table. The Infrastructure POD has a data residency timeline. The Customer Success POD knows what they can't support. The decision is genuinely hard. The PODs have to figure it out together — without a manager breaking the tie. **Your POD gets an AI agent.** Not a tool. A team member with a role you define, a name you give it, a brief you write. Research Analyst. Technical Due Diligence Analyst. Revenue Strategist. You decide. You brief it. You work with what it gives you. **You have 45 minutes.** Then all PODs assemble for the **Company Council** — the Connected Company's answer to a board meeting, except there's no board. Just PODs, with their recommendations, their conflicts, and the requirement to reach a collective position without anyone having authority to overrule anyone else. That part is the hard part. It's supposed to be. Afterwards, we debrief. What did the POD structure change about how you worked? What did you do with your agent that you hadn't done before? Where did the Company Council break down — and why? These aren't hypothetical questions after this exercise. They're questions you just lived the answer to. *** ### Why This Is the Right Conversation for This Community We've spent the last several meetups on the technical layer: orchestration, multi-agent coordination, memory and context management, governance patterns. We've built real things and learned real things. But the people at these meetups go back to teams that are still organized the same way they were before agents existed. The technical knowledge doesn't transfer because there's nowhere for it to land. You know how to build a multi-agent pipeline. Your team has no structure to deploy it into. **POD architecture is the landing pad.** When your team is a POD — with a defined customer, a defined purpose, local decision-making authority, and explicit interfaces to other PODs — the question "where does the agent fit?" has an actual answer. The agent has a role. The role has a brief. The brief has a deliverable. The deliverable has a place in the POD's output to its customers. This is not complicated. But it requires the organizational structure to exist first. This meetup builds that structure — in a simulation — so you can feel what it's like before you try to convince your organization to actually do it. *** ### What You'll Take Away * Direct, embodied experience of what POD autonomy feels like versus feature-team execution — the difference is not subtle * A working model for how to assign AI agents functional roles within a team structure, not just task roles within a conversation * Concrete intuition for where inter-POD coordination fails and why that failure mode is the hardest problem in connected organization design * The specific insight that agent architecture and organization architecture are the same problem — you can't solve one without the other *** ### Who This Is For Everyone who has been to Agent-Driven Meetup before and wants to understand why the agent knowledge isn't transferring into their actual team. Everyone who hasn't been to Agent-Driven Meetup before but works on a development team that is trying to figure out how to actually integrate AI into how they work — not just into individual workflows. Tech leads. Engineering managers. Developers with opinions about team structure. CTOs at companies that are rethinking how they organize. Product people who want to understand why their developers relate to agents so individually when the problem is collective. You do not need to have read *The Connected Company*. You need to be willing to be uncomfortable in a simulation with strangers for 45 minutes. That's it. *** ### Schedule | Time | | | ---- | --- | | 18:00 | Doors, drinks, talking to people you don't know yet | | 18:30 | Opening frame: POD architecture in 20 minutes, agents as team members | | 18:50 | POD assignment, briefing, agent naming | | 19:00 | **POD Work Session** — 45 minutes live | | 19:45 | **Company Council** — all PODs, one decision, no manager | | 20:15 | Structured debrief | | 20:45 | Open floor, Q&A, networking | | 21:30 | End | *** ### Location **Ataccama** Sokolovská 685/136f, Karlín, Prague 8 Metro: Invalidovna (line B), 5 min walk. Tram: Urxova. Ataccama builds enterprise data trust platforms and has been doing it from Karlín since 2007. They know what it means to scale a software organization. We're grateful they're hosting. *** ### Capacity **40 people maximum.** This is not a meetup you can attend passively. The simulation requires real PODs of 5–7 people. Above 40, the Company Council stops working. Register early or don't register. *** ### Bring * A laptop (one per POD minimum, two is better) * Your actual opinions about how teams should be organized — you will use them * Optional and appreciated: skim *The Connected Company* by Dave Gray before you come. The summary is enough. *** *Agent-Driven Meetup Prague is the leading technical AI community in Central Europe focused on production-grade agent systems, organizational AI integration, and the engineering disciplines required to govern both. We meet, we build, we figure out what actually works.* *Organizer: Jakub Bareš — [bares.jakub@gmail.com](mailto:bares.jakub@gmail.com)*

In dieser Session dreht sich alles um die **Optimierung agentischer KI** unter dem Gesichtspunkt der Ökologie. Mit der zunehmenden Verbreitung von KI in Unternehmen entwickeln sich Token-Verbrauch, Inferenzkosten, Orchestrierungsaufwand und Kontextmanagement zu entscheidenden betrieblichen Herausforderungen. Die nächste Phase der KI-Entwicklung wird nicht nur von der Intelligenz der Modelle abhängen, sondern auch davon, wie effizient diese Intelligenz orchestriert, gesteuert und skaliert werden kann. Lean Agentic AI stellt einen architektonischen Ansatz vor, der Lean-Engineering-Prinzipien auf agentische Systeme anwendet – wodurch unnötiger Token-Verbrauch reduziert, redundantes Schlussfolgern minimiert und die Recheneffizienz durch modulare Agenten, selektive Orchestrierung, adaptives Gedächtnis und abrufgesteuerte Intelligenz optimiert wird. Somit verringert sich automatisch auch die Umweltauswirkung von KI. Zu Gast haben wir Navveen Balani, Executive Director bei der Green Software Foundation und ausgewiesener Experte in der Anwendung und Optimierung von KI. Er zeigt und, wie tokenbewusste Architekturen Skalierbarkeit, Latenz, Governance und ROI verbessern können und es uns gleichzeitig ermöglichen, produktionsreife KI-Ökosysteme aufzubauen, die effizient, kontrollierbar und in großem Maßstab nachhaltig sind. Die Diskussion basiert auf den Konzepten aus dem Buch des Autors, „Lean Agentic AI“. Hinweis: Der Talk ist auf Englisch **Agenda** 18:00 Einlass & Networking 18:30 Vortrag mit einer kleinen Pause zwischendurch 21:00 Ende & Networking \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Green Software Development Karlsruhe ist ein unabhängiger Teil der globalen [Green Software Foundation](https://greensoftware.foundation/) Community. Das [CyberForum](https://www.cyberforum.de/), die Wirtschaftsförderung, die [Fairantwortung](https://fairantwortung.org/) und der [ImpactHub Karlsruhe](https://karlsruhe.impacthub.net/) sorgen für eine Verbreitung des Events im Netzwerk. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-

Po prvním meetupovém večeru bylo jasno. **Fabric komunita** v Česku fakt existuje. A má chuť sdílet zkušenosti a slepé uličky, o kterých veřejně zase tak moc neuslyšíte. Proto vás zveme na druhé setkání CZ FUG. Tentokrát se podíváme na dvě témata, která teď ve Fabric světě hodně rezonují: **Jak na vývoj Fabric Data Agenta** [Roman Lánský](https://www.linkedin.com/in/romanlansky/) ukáže, co vlastně Fabric Data Agent je, jak o něm přemýšlet, jak ho stavět, testovat a proč to celé začíná být důležitou součástí Fabric IQ. **Enterprise planning konečně přímo v Microsoft Fabric** [Jakub Fabian](https://www.linkedin.com/in/fabianjakub/) představí nový Fabric Plan Item a ukáže, jak dostat budgeting, forecasting a enterprise planning z Excelového peklíčka přímo do Fabricu. Včetně write-backu, audit trailu a propojení na Power BI v rámci jedné platformy. A ani tentokrát vás neochudíme o oblíbenou **customer story z reálného projektu**. Je to work in progress, ale vypadá slibně. Stejně jako minule bude druhá část večera hlavně o otevřené diskusi, zkušenostech z projektů, otázkách, frustracích i věcech, které vám ve Fabricu udělaly radost. Pokud Fabric používáte, testujete nebo kolem něj jen opatrně kroužíte, stavte se.

**Cloud Native Night Munich** AI agents are rapidly evolving from simple assistants into autonomous systems capable of reasoning, maintaining context, and interacting with complex environments. In this meetup, we’ll explore two practical applications of modern agentic AI in software engineering. The first talk dives into building stateful AI agents that work with real-time data, covering the architectural patterns and challenges behind creating responsive, context-aware systems. The second talk showcases how agentic AI can be applied to understanding and analysing complex legacy applications — helping uncover program flows, dependencies, and hidden system knowledge that would otherwise take countless hours to explore manually. Whether you’re building AI-powered applications, modernising enterprise systems, or simply curious about the future of intelligent software, this meetup offers hands-on insights into how AI agents are transforming the way we interact with technology THIS MEETUP WILL BE HYBRID. **\|** Zoom Link will be available shortly before the meetup \*\*\* AGENDA \*\*\* * 6\.30 PM \| Doors open\. Grab some snacks & drinks\. * 7\.00 PM \| Welcome & Intro – **Start of hybrid meetup** * 7\.15 PM \| **Building Stateful AI Agents with Real-Time Data**, Gregor Bauer (VP Customer Engineering at CrateDB) * \~8:15 PM \| **Hosty - The next level with Agentic AI,** Martin Binder (Lead IT Consultant at QAware) * afterwards: More snacks & drinks, and a lot of time for networking with all attendees and speakers. \*\*\* ABSTRACTS \*\*\* **Building Stateful AI Agents with Real-Time Data**, Gregor Bauer (VP Customer Engineering at CrateDB) Most AI demos are stateless. Real systems are not. Modern AI applications increasingly depend on continuously changing operational data: events, metrics, logs, transactions, sensor streams, and user activity. This creates a new architectural challenge: how do we build AI agents that can reason over live data while remaining scalable and observable ? This talk explores the architecture of stateful AI systems and agentic applications. We will cover: * streaming-first AI architectures * real-time context enrichment * combining vector search with structured queries * memory layers for AI agents * latency and scalability considerations * operational lessons from large-scale data platforms The session provides practical guidance for engineers designing production-ready AI platforms. **Hosty - The next level with Agentic AI,** Martin Binder (Lead IT Consultant at QAware) To migrate legacy systems, you need to understand these IT dinosaurs, at least partially. So code analysis up to a certain level is unavoidable. What used to take months, sometimes years without LLMs is now doable in a few days with Gemini and friends. And yet: you still have to drive the analysis yourself, stitch the LLM's partial results into a coherent picture and fight the context window. With old source files thousands of lines long, that part really hurt. Agentic AIs like Claude Code are not just another AI feature. They change how you approach unfamiliar systems — fast, and without the headaches that LLM chat workflows used to come with. Teaser: an analysis that took us a few days under "yay!" cheers is now done in minutes. \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* Please comply with our [Code of Conduct](https://www.greenmanifesto.de/en/code-of-conduct). Please note that photos are taken during the meetup. If you do not want to appear in the photos, please contact the meetup team at the beginning of the event. Bitte halte dich an unseren [Code of Conduct](https://www.greenmanifesto.de/code-of-conduct). Während unserer Meetups werden Fotos aufgenommen. Falls du nicht auf den Fotos erscheinen möchtest, sprich bitte zu Beginn der Veranstaltung mit unserem Meetup Team.

Get ready for an incredible classic concert! The Prague Symphony Orchestra FOK is playing Dvořák and Brahms – and that outdoor at one of the best venues of Prague, the park on Vyšehrad just a few steps from Dvořák's grave. We meet at 19:00h sharp at the exit of the metro stop Vyšehrad (red line C). From there, we are heading towards the inner park of Vyšehrad castle (around 15min walk). The concert starts at 19:30h. Entry is free of charge. You just sit down casually on the grass and enjoy the orchestra music.

Are you learning English as a second language and looking for a chance to practice? Join our **English Conversation Club**! We create a friendly atmosphere with **games and activities** designed to help you improve your conversational skills. Our goal is simple: **leave each session with new words and more confidence speaking English!** **Details:** * **Cost:** Free (bring some money to buy a drink at Tichá Kavárna) * **Frequency:** Meets regularly based on attendance * **Who:** Anyone studying or practicing English **Things to know:** Tichá Kavárna is a social enterprise café that creates jobs for the deaf community and connects the hearing and deaf worlds. Guests can order in sign language or simply point to the menu, making communication easy. Profits support services for the deaf and the café’s development. This event is sponsored by the church **Církev bratrská, Bohnice** [https://www.cbbohnice.cz](https://www.cbbohnice.cz/). We believe in helping others with practical needs—like learning English—while we live lives that reflect Jesus. At the end of each session, we’ll offer an open invitation for anyone interested in exploring faith, reading the Bible, or learning more about Jesus. **Participation in religious activities is completely optional.** We will never trick you into attending and will always be honest about the content of our meetings.

**3x3 Basketball** practice in **Gymnázium Na Pražačce** indoor basketball court. **Start at 19h00**. Everybody is welcome, no age, gender nor any restriction of any type to join. We got a full field, rotating with 3x3 matches on each side. Cost: **90 crowns**. Please send the money using the **QR Code** stored here: https://imgur.com/a/thtAJd0 In case of any Opt-out within 24h of the session, or no show, the payment will be due (you still can ask someone to come instead of you, as your spot will be booked)

How does an AI solution trusted by the Czech Constitutional Court, over 50 municipalities, hospitals, and businesses work in practice? This talk takes you behind the scenes of our RAG (Retrieval-Augmented Generation) chatbot, moving beyond theory into real-world production. We will explore the technical architecture, share live usage data, and discuss the challenges of deploying AI, namely across the public and healthcare sectors. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ⌚️ **Start**: 16:00 and end at 17:00, both online and offline in **Truhlárna Karlín** (Šaldova 388/5) - **Onsite attendance is limited to 70 people.** 🎙️ **Speaker:** Petr Červa 🍻 **Networking** after the seminar – great food and cold beer waiting for you! **🎥 Recording:** After the event we will publish a recording and post a link to it in the comments. 🚪**Doors open** at 15:45, and the event officially starts at 16:00. Your expertise is about to take off. Can't wait to have you on board! \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Who is hosting the event** **GLAMI** is a leading European fashion discovery platform active in 14 countries. It brings 500,000 orders monthly to the 4,000+ shops listed. [GLAMI](https://glami.group/) has an in-house team of 10+ AI researchers and developers. Machine learning models handle the entire personalization and catalog ranking process, manage bidding in marketing tools, and take care of content management and categorization. [Tonda Hoskovec](https://www.linkedin.com/in/antonin-hoskovec-52b611a0/), CAIO at GLAMI, is the main organizer of Miton AI Times. **Miton** is a Czech VC with portfolio companies like Rossum, Equilibre, or Rohlik. Apart from supporting Miton AI Times, Miton also issues the bi-weekly [AI Newsletter](https://mitonainewsletter.substack.com/). [Read more about Miton and AI](https://www.miton.cz/en/ai/)

Am 24.06.26 steigt unser nächstes Codineers Rosenheim Meetup vor Ort in unserem Büro in Rosenheim oder Remote via Zoom. Meeting Link: [https://qaware-de.zoom.us/j/88063201327?pwd=1CYwSe7eGIBM3FJWygby1oixvzXUwg.1](https://qaware-de.zoom.us/j/88063201327?pwd=1CYwSe7eGIBM3FJWygby1oixvzXUwg.1) Meeting-ID: 880 6320 1327 Kenncode: tW8JTFtiSF **\#\# KI\-Agenten & Code im Security\-Check: Zwischen Hype\, Hack und SAIF 2\.0** Vom nützlichen Entwickler-Tool bis zum autonomen System: KI-Agenten übernehmen immer mehr Kontrolle. Sie generieren Pull Requests, führen eigenständig Code aus und handeln im Namen der User, oft komplett ohne menschliche Aufsicht. Doch wo endet der Hype und wo beginnen die echten Risiken? Was taugen die integrierten Sicherheitsfeatures aktueller Modelle, wenn sie auf die Realität der Softwareentwicklung treffen? Und wie groß ist der "Blastradius", wenn Agenten durch präparierte E-Mails manipuliert werden? Dieses Meetup liefert dir einen fundierten Security-Deep-Dive. Wir analysieren reale Vorfälle, prüfen die aktuellsten Anthropic-Modelle auf Herz und Nieren und stellen dir konkrete Design-Prinzipien (SAIF 2.0) vor, mit denen du deine KI-Systeme absicherst bevor sie live gehen. **\*\*\* Agenda \*\*\*** 17:30 Uhr \| Doors open\. Schnapp' dir Snacks & Getränke\. 17:45 Uhr \| Welcome & Intro 18:00 Uhr \| Zwischen Hype und Realität: Anthropic\-Modelle und "Project Glasswing" im Security\-Check \- Stefan Feuerstein 18:45 Uhr \| SAIF 2\.0 – Sicherheitsstrategien für die Ära autonomer KI\-Agenten \- Alexander Eimer 19:30 Uhr \| GetTogether **\*\*\* Unsere Vorträge \*\*\*** **Zwischen Hype und Realität: Anthropic-Modelle und "Project Glasswing" im Security-Check** In diesem Vortrag werfen wir einen kritischen Blick auf die aktuelle Leistungsfähigkeit der neuesten Anthropic-Modelle und schauen unter die Haube von Entwicklertools wie der Claude CLI. Im Zentrum steht dabei die Perspektive der IT-Security: wie sicher ist AI-Code? Was bringen die mitgelieferten "Sicherheitsfeatures"? Zudem wollen wir natürlich auch wissen, ob Mythos uns zeitnah unseren Job wegnimmt: Deswegen ziehen wir ein Fazit nach zwei Monaten Project Glasswing. Was ist Fakt, was Fiktion? **SAIF 2.0 – Sicherheitsstrategien für die Ära autonomer KI-Agenten** KI-Agenten sind längst im Produktiveinsatz: Sie generieren Millionen von Pull Requests, lösen Support-Tickets und verwalten die interne Unternehmenskommunikation. Sie sind keine bloßen Chatbots. Sie verfügen über Zugriffsrechte, führen eigenständig Code aus und handeln im Namen der User – komplett ohne menschliche Aufsicht. Doch diese Autonomie vergrößert den potenziellen Blastradius enorm. Die Beispiele aus der Praxis sprechen für sich: Eine einzige präparierte E-Mail verwandelte Microsoft 365 Copilot in ein Werkzeug zum Datendiebstahl. Ein simpler einzeiliger Prompt brachte den Chatbot eines Autohauses dazu, einem 1-Dollar-Verkauf zuzustimmen – vor den Augen von Millionen. Das sind keine kuriosen Einzelfälle, sondern das Resultat von Produkten, die ohne das nötige Sicherheitsfundament entwickelt wurden. Googles Secure AI Framework 2.0 (SAIF) ist die Antwort aus der Praxis. Es identifiziert 15 spezifische Risiken, ordnet sie den Komponenten eines KI-Systems zu und liefert konkrete Sicherheitsmaßnahmen. SAIF 2.0 erweitert diesen Rahmen gezielt für agentische Systeme: Es zeigt auf, wo sie versagen, warum die Risiken hier höher liegen und wie wir die Architektur grundlegend neu denken müssen. Dieser Vortrag analysiert die SAIF-Architektur anhand realer Vorfälle und schließt mit fünf entscheidenden Design-Prinzipien ab, die den Blastradius Ihrer Agenten minimieren, bevor sie live gehen. Wir sind Partner der [ROSIK](https://www.rosik.com/).

Midsummer Atlassian Nights: Governance, Users & Team '26 Fresh from Anaheim June 25, 2026 · 5:00–9:00 PM · SentinelOne Office, Prague Summer is almost here — and we're celebrating it the ACE Prague way: with sharp technical sessions, a live panel straight from Atlassian's biggest event of the year, and a midsummer beer garden to close out the evening. Join us on June 25th for one of our most packed evenings yet. Two expert speakers. A panel discussion bringing Team '26 insights direct from Anaheim. And then — we head outside. 🎤 Session 1: When Atlassian User Management Stops Being an Admin Problem Björn Döhler · re:solution Nobody wakes up excited about user management. And yet, again and again, it's the silent culprit behind some of the biggest headaches in modern organizations — exploding license costs, broken accountability, risky migrations, and decisions made without reliable data. This session tells a story — or rather, several — about how these situations unfold in real life, what teams usually miss until it's too late, and how thinking differently about user management can change the outcome. No sales pitch. No "ten features in ten minutes." Just stories, lessons learned, and a glimpse of what becomes possible when user management stops being invisible. 🎤 Session 2: From Zero to Hero — Data Governance Can Be Easy Hubert Kut · AppForge.ai Data governance sounds intimidating. It doesn't have to be. Hubert will walk you through how to perform comprehensive health checks on your Jira instance, automate the cleaning process, and improve data quality — without it becoming a full-time job. You'll leave with actionable practices that make Jira management more straightforward, your system more performant, and your users a lot happier. Whether you're just starting out or looking to tighten up an already complex environment, this one's for you. 🗣️ Panel Discussion: Fresh from Team '26 — What Atlassian's Biggest Event Means for You All three of us — Björn, Hubert, and your host Julia Skoursky — were in Anaheim in person for Team '26. Now we're bringing it back to Prague. What actually happened? What announcements matter for admins, partners, and teams using Atlassian tools every day? What's coming, what surprised us, and what should you be preparing for? This panel is your shortcut to the highlights — unfiltered, first-hand, and with room for your questions. 🍺 Midsummer Beer Garden When the sessions wrap, we're not done. We're heading outside to celebrate the longest days of the year the right way — cold drinks, good company, and the kind of conversations that only happen when the sun refuses to set. This is your chance to keep the discussion going with speakers and fellow community members in a relaxed, informal setting. Midsummer only comes once a year. Make it count. 🤝 About ACE Prague ACE Prague is a free, community-led meetup for Atlassian users, admins, partners, and enthusiasts across Czechia. We meet quarterly to share knowledge, swap real-world experience, and grow together as a community. No vendor pitches — just honest, practitioner-level content and genuine connection. This event is generously supported by re:solution, SentinelOne, appforge and our standing chapter sponsor Refined. 📋 Practical info 📅 June 25, 2026 🕔 5:00 PM – 9:00 PM (doors open at 5:00) 📍 SentinelOne Office, Prague — followed by midsummer beer garden nearby 🎟️ Free to attend · Registration closes June 22 Spots are limited — grab yours now and we'll see you on the longest evenings of the year! 🌞 Agenda --- Speakers Björn Döhler - re:solution (Co-CEO) Experienced CEO with a demonstrated history of working in small and large companies. Sales, Marketing & Product Management professional with broad knowledge in several IT technologies and services with management & company transformation experience. Managing international projects and products within time and budget and always searching for the following field of tensions waiting to be… Hubert Kut - Appforge.ai (Atlassian Solution Architect) My journey in IT world started as a support engineer. I realised quickly that a lot of teams straggle with collaboration, transparency and tracking work done/undone. That was the time when Atlassian kicked the door down and jumpstarted my career. From that time I'm Atlassian Evangelist, Solution Architect and passionate about Agile Methodology. My business goal is to facilitate people's work b… Julia Skoursky - Refined As a seasoned Partner Manager at Refined, with over 5 years in the Atlassian ecosystem and a rich background in IT business development and partnership management, Julia is dedicated to fostering strong, mutually beneficial relationships with Refined partners. Beyond her professional expertise, Julia has a background in psychology and her qualification as a psychotherapist equip her with… Moderators Tomasz Smolinski - SentinelOne (Staff Process and Tools Engineer) Julia Skoursky - Refined As a seasoned Partner Manager at Refined, with over 5 years in the Atlassian ecosystem and a rich background in IT business development and partnership management, Julia is dedicated to fostering strong, mutually beneficial relationships with Refined partners. Beyond her professional expertise, Julia has a background in psychology and her qualification as a psychotherapist equip her with… Hosted By Julia Skoursky, Partner Manager As a seasoned Partner Manager at Refined, with over 5 years in the Atlassian ecosystem and a rich background in IT business development and partnership management, Julia is dedicated to fostering strong, mutually beneficial relationships with Refined partners. Beyond her professional expertise, Julia has a background in psychology and her qualification as a psychotherapist equip her with a unique perspective and a genuine passion for understanding people's stories. She is known for being an attentive listener, always eager to learn about others. Tomasz Smoliński, Community Champion --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. Partners Refined (https://www.refined.com/) Refined is a site building product integrated with Atlassian Jira and Confluence to make content clear, accessible and actionable. Refined provides the infrastructure to build Atlassian Confluence and Jira content onto your own branded, easy to navigate and customizable site. Core to Refined is a user-friendly system that makes the content and information accessible, engaging and useful to all users. re:solution (https://www.resolution.de/) https://appforge.ai/ (https://appforge.ai/) --- For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-prague-presents-solstice-sessions-atlassian-insights-amp-midsummer-cheers/.

**Straight from San Francisco: Databricks Data & AI Summit 2026 Highlights** *Hosted by Adastra \| Thursday\, June 25\, 2026 \| Adastra Offices\, Prague* As a Databricks Gold Partner delivering data and AI projects globally, Adastra is committed to staying at the forefront of what's possible. The Adastra team is heading to the Databricks Data & AI Summit in San Francisco and we're excited to share the most important announcements and insights with the Prague Databricks community while fresh! Join the Databricks Champions * **[Lukáš Vosecký](https://www.linkedin.com/in/lukas-vosecky/)** (Databricks Competency Lead) * **[Georgian Pirvu](https://www.linkedin.com/in/pirvugeorge/)** (Databricks Partner Manager) for an evening of firsthand insights, lightning talks, and practical guidance on the newest capabilities coming to the Databricks platform. Beer and pizza available throughout the evening. Join us! 🍻🍕 **Agenda** * **18:00 – 18:10:** Welcome and Summit Overview * **18:10 – 18:35:** Keynote Highlights and Major Announcements * **18:35 – 19:00:** Deep Dive: Lakebase (the new operational PostgreSQL database layer for data apps, operational use cases and AI agents) * **19:00 – 19:25:** Deep Dive: AI Agents (Genie and AgentBricks, pre-built analytics agents, custom agent frameworks, lightning talks) * **19:25 – 19:45:** What This Means for You (practical guidance, adoption strategies, practical next steps) * **19:45 – 20:00:** Open Q&A and Discussion * **20:00 – 20:30:** Networking **This is only an invitation – make sure to register for the event [here](https://usergroups.databricks.com/events/details/databricks-user-groups-prague-databricks-user-group-presents-databricks-user-group-data-amp-ai-summit-2026-highlights/).**

Join us for another AI Transformers Prague meetup — a community for leaders, innovators, and practitioners who want to turn AI from buzzword into real business impact. Org charts are melting. And nobody's talking about it enough. In AI-native companies, a three-person team ships what used to take thirty. Job titles blur into capability stacks. The manager's role is being quietly rewritten by agents that plan, draft, and execute alongside humans. The pyramid isn't just flattening — it's cracking at the foundation. This meetup brings together people building inside this shift to compare notes on what's actually working. No futurism. No hype. Just honest stories from the ground. \*\*\* 🧭 Theme: Org Charts Are Melting — How AI-Native Teams Actually Work We'll explore questions like: \* What new roles are emerging — and which ones are quietly disappearing? \* How do decisions flow when half your "team" is non-human? \* What does operating leverage of 10x per person actually look like in practice? \* How do you manage, hire, and lead when agents are doing the executing? \* What organizational models are winning right now — and why? \*\*\* 🎙 Speakers Three practitioners building inside AI-native organizations — each bringing a different vantage point on what the new operating model really looks like: \* [Petr Zatloukal](https://www.linkedin.com/in/petrzatloukal/) – Co-Founder and Career Driver at Alviso \* [Markéta Dlouhá](https://www.linkedin.com/in/marketaconka/) – , Agile Delivery and AI Community LeadDr. Max \*[ Senta Čermáková ](https://www.linkedin.com/in/sentacermakova/)– Board Member and Director of International Operations of Czechitas [Michal Ličko](https://www.linkedin.com/in/michallicko/) – CEO @ Visionvolve \| AI Transformation Leader \*\*\* 🎤 Format 3 lightning talks followed by a panel discussion and audience Q&A focused on what's happening on the ground right now, not theory. \*\*\* 📋 Agenda 17:30 – Doors open & networking 18:00 – Welcome & intro 18:00–19:00 – 3× Lightning talks 19:00–19:30 – Panel discussion & Q&A 19:30 onwards – Networking & informal conversations \*\*\* 👥 Who Is This For? \* Founders & startup leaders rethinking how their teams are structured \* Product managers & engineering leads working with AI agents \* Corporate innovators navigating organizational change \* People managers figuring out what leadership looks like with AI in the loop \* HR & org design professionals \* Anyone curious about how the best AI-native teams actually operate Whether you're already running AI-augmented teams or just starting to feel the pressure to change, this session will give you honest, practical insight into what's working — and what isn't. \*\*\* 📍 Practical Info Date: June, 25 Time: 17:30–20:00 Location: \|Dr\. Max offices\, Na Florenci 2116/15\, Praha 1\, Vchod C Language: English Attendance is free, but spots are limited. RSVP to secure your place. By attending this event, you agree that photos and videos may be used for marketing purposes. If you do not consent, please inform the organizers in advance or at the venue.

If your days are a blur of digital meetings, and you feel that spark of true collaboration is fading, you're not alone! Join us for this meetup to learn how to push back against it. Here’s a promise: In this meetup, you will experience what real collaboration with real human beings in 3D feels like. But not only that! You will learn: * Why people come up with better ideas and remember more when they’re in workshops without screens * How to use post-its and flipcharts to max their advantage against virtual whiteboards * How to smoothly bring outputs from your analog meetings into the digital world All that will be supported by real experience running real workshops (both analog and digital) in MSD and beyond. **About the Speaker** Lukas is Design Thinking Architect in MSD. He has been in the arena of Public Speaking since 2012 and running Design Thinking and other workshops since 2020. Currently, Lukas is leading an internal Facilitator Community in MSD that counts more than 600 members. You can connect with him and read his posts on LinkedIn: [https://www.linkedin.com/in/lukasliebich/](https://www.linkedin.com/in/lukasliebich/ "https://www.linkedin.com/in/lukasliebich/") **Agenda**: * 17:30 – 17:45 - Registration * 17:45 - 19:15 Interactive Workshop * 19:15 – 20:00 Networking time See you there! Please note: photos and/or short videos may be taken during this event for use in our promotional and marketing materials (website, social media, newsletters, etc.). If you prefer not to be photographed or recorded, please let an organizer know when you arrive and we will do our best to accommodate your request.

\*\*IMPORTANT! Please register on Luma page: https://luma.com/b8t67bw0 Join the Prague Networking meetup! ​We’re getting Creative and Tech folks together to network! ​**What is it?** Think of it as an Anti-Icebreaker Game. No awkward small talk. No forced networking. ​We’ll use a set of thoughtfully designed question cards to spark natural, engaging conversations. ​**What we will do:** No laptops. No presentations. ​Just people, music, drinks, and cards with prompts to help you connect and get to know each other. ​You’ll pick questions, share experiences, and find common ground in a relaxed, informal atmosphere. ​**Who is this for?** Creative and Tech folks who want to meet peers, exchange ideas, and connect with others in the industry. ​❗If your plans change after registering, please cancel your spot, it helps someone else join. ​**When & where** 📅 25.06.26 🕛 19:00 - 21:30 📍 KC Přístav 7: V Přístavu 24, 170 00 Praha 7-Holešovice 🗣 Language: English ​Přístav 7 is a community space where you can buy drinks and snacks during the event. ​Please arrive 5–10 minutes early to grab a drink and settle in before we start (so we can kick off on time). ​**Agenda** Welcome & rules Question card rounds/icebreaking game Networking & conversations Wrap-up ​**Why We’re Doing This** We started this to bring creative and tech people together in real life, not just online. Prjctr is about meeting new people, sharing ideas, and having real conversations. No pressure, no slides - just good company and fresh inspiration. ​**Who We Are** 🌍 Projector Global Community by [Prjctr Creative & Tech Institute](https://prjctr.com/en?utm_source=luma) is a network for designers, developers, marketers, and innovators across creative tech. We support knowledge exchange, creative growth, and cross-border collaboration to bring amazing ideas to life. ​**Hosted by:** 🎤 Hosted by [Tania Korab](https://www.linkedin.com/in/taniakorab/?utm_source=luma), Product Designer at Siemens, [Daniella Kovalenko](https://www.linkedin.com/in/daniella-kovalenko-621678229/?utm_source=luma), UI/UX Designer and Art Director, [Lesia Astrashanovych](https://www.linkedin.com/in/lesia-astrashanovych-524473175/?utm_source=luma), Design&Product Recruiter ​**See you at Prague Networking 🎉**

Most people still use AI like a search box: type one question, get one answer, repeat. But the next step is AI agents: systems that can take a goal, break it into steps, use tools, remember context, and produce useful work for a human to review. In this beginner-friendly session, we’ll demystify what AI agents actually are — without hype or jargon. We’ll walk through practical examples of how agents can help with research, planning, writing, coding, operations, and personal productivity. We’ll cover: * What makes an AI “agent” instead of just a chatbot * How agents break tasks into steps * Where agents are genuinely useful today * Where they fail, hallucinate, or need human review * How to design simple AI workflows for your own work * A live demo of an AI agent-style workflow from start to finish No coding experience required. This is for anyone who wants to understand where AI tools are going and how to use them more effectively right now. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** *Customize the IDE: Building Extensions for Visual Studio Code* Visual Studio Code is one of the most widely used development environments today, and much of its flexibility comes from its extension ecosystem. Extensions allow developers to customize the editor with new features, integrations, and workflow improvements tailored to their needs. In this session, we’ll cover what extensions are and the different types available, including full extensions written in TypeScript or JavaScript, along with lighter-weight extensions such as color themes, language packs, language support, code snippets, and keymaps. We’ll also look at practical reasons a developer might create an extension, from automating repetitive tasks to adding custom tooling. The session includes a hands-on walkthrough of creating a new extension, testing it locally, and understanding the basic project structure. We’ll close with a brief overview of how extensions are packaged and published to the Visual Studio Marketplace and other distribution options. **YouTube Link** TBD

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

These meetings will be a building block approach to learning photographic mastery over three disciplines: Mechanical Mastery (MM) - 13 weeks of the series Exposure Mastery (EM) - 26 weeks of the series Composition Mastery (CM) - A 52 week series All three series will run concurrently and will dovetail as follows: Q3/26 - MM (Iter 1), EM (Iter 1, Pt 1), CM (Iter 1, Pt1) Q4/26 - MM (Iter 2), EM (Iter 1, Pt 2), CM (Iter 1, Pt2) Q1/27 - MM (Iter 3), EM (Iter 2, Pt 1), CM (Iter 1, Pt3) Q2/27 - MM (Iter 4), EM (Iter 2, Pt 2), CM (Iter 1, Pt4) That's likely confusing, but essentially, MM offered 4 times in that period, EM offered 2 times, and CM offered 1 time. **TO BE CLEAR - THERE IS NO CHARGE FOR THESE CLASSES.** This is an aggressive series, with presentations, homework, group shoots to be added in, likely at LEAST twice a month, image critiques, and an expectation that you are willing to put in the work to elevate your photography significantly. Open to all levels and all equipment levels. Don't let hesitation about your skillset and/or gear keep you from a one-time opportunity. The group will meet every Monday, with periodic exceptions, and we will try to keep as close as possible to the original plan. Obviously, more data to come, and will be published as this is further developed, but now is the time to decide if you want to be a part of this.

Come chat about Atlassian tools and best practices at the Reynoldsburg Sunny Street Cafe and Breakfast is on Atlassian! Let's get the day started off with breakfast with your ACE Leaders! We're always excited to talk about Atlassian Products, share our knowledge and hand out swag! Come chat with us about new product news and anything you are working on within the Atlassian product stack. This is a great opportunity to come see what we are all about, hear new business news and share with other Atlassian users your questions and experiences. We'd love to see new and old friends come out to chat and learn about Atlassian! Agenda --- Moderators Kimberly Deal - Columbus Atlassian User Group Leader Kevin Stanley - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Hosted By Kimberly Deal, Atlassian User Group Leader Kevin Stanley, Chief Everything Greg Sprowls, Agility Lead --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. Partner Atlassian --- For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-rise-and-shine-with-atlassian-reynoldsburg-5/.

Get ready for a Picnic, this is our social and member appreciation event for the year! Feel free to bring family, but be sure to reach out with the number of attendees, so we can provide food for everyone. There will of course be food, music, games and fun! Event is held rain or shine, we have a covered shelter house reserved for the event. Agenda --- Moderators Kimberly Deal - Columbus Atlassian User Group Leader Kevin Stanley - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Hosted By Kimberly Deal, Atlassian User Group Leader Kevin Stanley, Chief Everything Greg Sprowls, Agility Lead --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-annual-columbus-ace-summer-picnic/.