Decentralized Systems & Applications

How do organizations in regulated industries build AI systems that are not only innovative, but also responsible, safe, and trustworthy? What can pharma teams learn from practical approaches to AI governance, and how should we evaluate generative and autonomous systems when benchmarks alone are not enough? This meetup brings together two complementary perspectives on AI in regulated environments — from building responsible, governed AI programs in pharma to designing meaningful evaluation approaches for generative and agentic systems in real-world use cases. Together, the talks will explore how to move beyond hype, understand common failure modes, and build evaluation and governance practices that reflect actual system behavior, risk, and impact. ### Why you should attend? * Practical perspectives on responsible AI, governance, and safety in pharma * A clearer understanding of why benchmarks are not enough for AI evaluation * Insight into common failure modes of generative and agentic systems * Simple frameworks and techniques for designing better evaluations * New ideas for building trustworthy AI in regulated industries ### Program: **17:30 – 18:00** Registration & coffee **18:00 – 18:10** Welcome **18:10 – 19:00** Presentations * **AI Transformation in Pharma: Building Responsible, Safe and Governed Systems,** Filip Rais * **Responsible AI and Ai Safety,** Pavel Vácha **19:00 – 19:20** Q&A / discussion **19:20 – 20:00** Networking 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.

**What does it mean to belong somewhere — and who gets to decide?** Agora Network and [MigAct](https://migact.net/cs/) invite you to participate in an evening of dialogue centered around **exploring the experience of migration, identity, and what it means to make a home in a place that wasn't always yours**. We'll be using the [DEMOS Dialogue](https://democracydialogues.eu/) methodology: a structured, facilitated conversation designed to move beyond debate and into genuine exchange. The DEMOS model is built on a simple but powerful idea: that people with different perspectives and lived experiences can think together — not to reach consensus, but to understand each other more honestly. **No speeches, no winning arguments. Just real conversation.** What to expect: * **A welcoming, low-pressure atmosphere open to people of migration background and local Czech residents alike** * **Facilitated small-group dialogue using the DEMOS method** * **Reflection on themes of belonging, identity, and what we share across difference** * **About 2 hours, with time to connect informally afterward** Whether you were born here or arrived recently, your perspective matters. This event is for anyone willing to listen as much as they speak Space is limited to keep conversations intimate — reserve your spot below. Please fill out this registration form: https://forms.gle/35qpwEtCxY8cHKTn9

It's open gaming night again! Come alone (or with friends) and meet some new people to game with. Just look for the 'Open Gaming' table(s) and feel free to sit in. We'll keep the games pretty light, so if you don't know many games, don't feel intimidated. Instruction is always available. (70,- gaming fee still applies)

Looking to meet new people in Prague and play badminton in a relaxed atmosphere? Join our social badminton event – perfect for meeting people and having fun while playing. 🏸 All levels welcome 🏸 No experience needed 🏸 We mix players so everyone gets a game This is not a competitive tournament – the focus is on socializing and enjoying the game. 📍 Location: Badminton Aréna Skalka 🕒 Time: 20:00–23:00 💰 Price: 350 CZK / 250 CZK with Multisport Spots are limited. 👉 Reserve your spot here: [https://www.bananasport.cz/sportovni-udalost/14](https://www.bananasport.cz/sportovni-udalost/14)

💪 Group Strength Training – All Fitness Levels Welcome Looking for a motivating workout without having to figure everything out on your own? Join us for a coached group strength training session where you'll improve your fitness, learn proper technique and train alongside other motivated people. Whether you're already active or just getting back into exercise, you're welcome to join. ✅ All fitness levels welcome ✅ Professional coaching ✅ Strength & conditioning training ✅ Friendly and supportive atmosphere ✅ Come solo or with friends Our coach will guide the session, adjust exercises when needed and make sure everyone gets a great workout regardless of experience level. The goal isn't competition. It's about moving, getting stronger and enjoying the process together. 💪 Build strength ⚡ Improve fitness 🤝 Train with great people Many participants join alone, making it a great way to stay active while meeting other motivated people around Prague. 📍 Sportovní areál Tenis Cibulka, V Stráni 485/11, Prague 5 Hosted by Mates 👋 ⚠️ Meetup RSVP alone does not reserve your spot. To secure your place, please register here: [https://www.bananasport.cz/sportovni-udalost/34#](https://www.bananasport.cz/sportovni-udalost/34#) See you at training!

Learning Czech can be hard and demotivating, especially when studying alone. **This meetup is a shared study session where we come together to stay focused, motivated, and make progress — each in our own way.** This is a co-learning / co-studying session, not a class. There is no teacher, no lesson, and no study material provided. Everyone comes with their own resources and studies independently, in a shared environment. 🧠 **How it works** • We all bring our own material: • textbooks • homework from a Czech course • Duolingo or other apps • reading practice • vocabulary review, etc. • We mainly work individually • We are free to: • ask questions • help each other • share tips and resources • No teacher, no formal structure, no pressure 👥 **Who is it for?** • Czech learners of all levels • Non-Czech speakers (expats, internationals) • Czech native speakers are welcome if they want to help, but this is not a language exchange ⏱ **Practical info** • Location: Cafedu 12, Škrétova 490, 120 00 Praha 2 (Metro A and C, Muzeum station) • Duration: 2 hours, or less or more, as you want • Day & time: Monday, 18:00 • Group size: small group for now • Free event — please support the café by ordering a drink ☕ If you’re learning Czech and lack motivation when studying alone, come join us — let’s find it together 🙂

🏓 Social Table Tennis Night – All Levels Welcome Looking for a fun and easy way to stay active after work? Whether you play table tennis every week or haven't picked up a paddle in years, you're welcome to join us. This event is designed to be easy to join, social and fun — no need to bring a group or organize anything yourself. ✅ All skill levels welcome ✅ Come solo or with friends ✅ Organized matchups and rotations ✅ Friendly social atmosphere ✅ Plenty of playing time Depending on the number of players, we'll run short matches, king-of-the-table, mini challenges or free play to make sure everyone gets plenty of time at the table. 🏓 Good games ⚡ Great energy 🤝 No pressure — just play Many people join alone and quickly realize everyone is there for the same reason: to play, have fun and meet active people around Prague. 📍 Sport Centrum Braník, Za Mlýnem 1778/10, Prague 4 Hosted by Wen 👋 ⚠️ Meetup RSVP alone does not reserve your spot. To secure your place, please register here: [https://www.bananasport.cz/sportovni-udalost/561](https://www.bananasport.cz/sportovni-udalost/561) See you at the tables!

Talk 1 **Title: The Platform Is the People: SLAs, DORA and Trust at Billions of Requests a Month** By: Harry Bouras Role / LinkedIn: AI & Cloud Engineering leader, formerly heading the API organisation of a leading, extremely global and multicultural corporation. LinkedIn: https://www.linkedin.com/in/harry-bouras/ Abstract: Most "platform" talks are about tools. This one isn't. Heading the API organisation of a leading, extremely global and multicultural corporation, interconnecting decades of legacy systems while serving billions of requests a month and scaling across both Azure and Google Cloud, taught me a contrarian lesson the hard way: at that volume, platforms don't fail on technology, and cloud bills don't explode because of bad Terraform. They fail, or succeed, on how the organisation is set up to own, deliver and grow the thing. The org chart is the real architecture. I'll walk through the levers that actually moved the needle, each anchored in real moments from that scale. How SLAs, framed as clarity rather than punishment, change engineer behaviour more than any dashboard. Why extending trust and time to a team up front - the most uncomfortable thing a leader can do, is precisely what raises build quality and cuts the rework you can't afford at billions of requests. What genuinely changed when we dragged a waterfall-shaped organisation toward iterative, Scrum-based delivery, and why that was about shortening feedback loops, not adding ceremonies. And how DORA metrics became our objective answer to a question every team argues about: what actually makes a successful Senior Software Engineer and what a DevOps engineer? Then the human core, told honestly, which means told as comedy. What makes a good manager in this world, narrated through the things I was certain about and was completely wrong about. The running joke is also the real point: nearly every instinct that made me a good engineer made me a mediocre manager until I unlearned it. Finally, a look at what we're all about to get wrong together: AI is forcing DevOps to grow up into DevSecOps - and the teams that handle it well will be the ones that already have the ownership, trust and growth culture this talk is really about. Talk 2 **Postmortem Culture: Turning Failures into Learning, Not Blame** By: Dani Yelovitch Most engineering teams treat incidents as embarrassments to bury — a quick fix, a vague Slack message, and everyone moves on. This talk argues for a different approach: treating every failure as a gift. The core idea is blameless postmortems — a practice pioneered at Google and Netflix where the goal isn't to find a scapegoat, but to understand how the system (people, tools, processes) allowed a failure to happen in the first place. If a human made a mistake, the real question is: why did the system make that mistake easy to make? The talk would cover: What a good postmortem looks like (and the common ways they go wrong) How to run a blameless review without it becoming a blame-by-committee session Turning action items into actual change, not a graveyard doc nobody reads Building psychological safety so engineers report problems early instead of hiding them The key takeaway: teams that learn from failure faster than their competitors ship better software with fewer catastrophic incidents — not because they have better engineers, but because they've built better feedback loops. **Talk 3:** Title: From Service Organization to Self-Service: Platform Engineering in Action By Pavel Bureš from Sky Modern engineering organisations accumulate platform silos faster than they can pay them down — each team picking its own way to provision workloads, databases, queues and caches, each with subtly different security, observability and cost profiles. In this talk we share how we are tackling that problem at scale through a Platform Engineering practice built on the principle of a unified, abstracted interface for application-centric configuration — an approach that shifts platform teams from "ticket-driven plumbing" to product thinking: stable contracts, golden paths, and self-service by default. In the second half we zoom in on PEaaS (Persistence Engineering as a Service), our concrete implementation of these principles for stateful workloads. We will walk through the architecture — Crossplane 2.0 composition functions on EKS, application-centric Kubernetes claims (XRs), and a tenant-onboarding model that automates IAM, VPC endpoints, OIDC and S3 provisioning — and how it abstracts heterogeneous backends (Keyspaces, Aurora DSQL, Redis Cloud, and Kafka on EKS) behind one consistent interface. Attendees will leave with: A practical pattern for designing engineering platforms in their own organisations. A reference architecture for persistence-as-a-service on Crossplane. Honest lessons on standardisation, tenant onboarding and platform adoption.

Hallo liebe Java User Group Mitglieder! Diesmal haben wir zwei Bonner Kollegen zu Gast: * Martin Stoller: **Backend-Performance in Hochlast-Systemen: Lösungsansätze aus dem Data Engineering** * Andreas Monschau: **Zehn goldene Regeln, um dein Softwareprojekt zuverlässig zu ruinieren** Wir freuen uns euch zu sehen (virtuell oder vor Ort). Dank an [codecentric](https://www.codecentric.de/standorte/nuernberg) für Location, Bier und Pizza! ================= Viele Hochlast-Systeme beginnen als kleine, unscheinbare Prototypen - gebaut mit bewährten Mitteln wie relationalen Datenbanken, objektorientierter Business-Logik und klassischen Request-Response-Architekturen. Doch was passiert, wenn diese Systeme plötzlich nicht mehr Tausende, sondern Millionen von Requests bedienen oder Terabytes an Daten verarbeiten müssen? In der Praxis zeigt sich häufig: Klassische Optimierungen wie Caching, horizontale Skalierung oder effizientere Algorithmen stoßen irgendwann an ihre Grenzen, weil sie innerhalb desselben Paradigmas bleiben. Dieser Vortrag zeigt, warum echte Skalierbarkeit oft ein Umdenken erfordert. Anhand eines durchgehenden Praxisbeispiels wird schrittweise demonstriert, wie sich ein System von einer latenzoptimierten Request-Response-Architektur hin zu einem durchsatzoptimierten, analytischen System entwickelt. Dabei werden zentrale Konzepte aus dem Data Engineering greifbar gemacht - darunter Precomputation, Batch Processing, deklarative Verarbeitung und Denormalisierung - und in den Kontext klassischer Backend-Entwicklung eingeordnet. Die Teilnehmenden lernen, typische Grenzen traditioneller Architekturen zu erkennen und erhalten ein alternatives Denkmodell, um High-Throughput-Systeme gezielt und nachhaltig zu skalieren. ================= Softwareprojekte sind chaotisch, anstrengend und voller Überraschungen. Und ganz ehrlich: So soll es auch bleiben. Ordnung würde ja nur den Spaß verderben. Trotzdem gibt es immer wieder Menschen, die glauben, man könnte Projekte wirklich zu Erfolg führen… unglaublich, oder? Damit dir so etwas nicht passiert, zeige ich dir in diesem Vortrag, wie du ein Softwareprojekt in 10 einfachen Schritten zuverlässig an die Wand fährst. Die „goldenen Anti-Pattern für maximalen Projektschaden“ entstammen jedoch nicht meiner Fantasie, nein, sie werden in der Realität täglich mit beeindruckender Konsequenz praktiziert. Und das Beste: Sie wirken nachhaltig. Manche dieser Muster entfalten ihre volle Zerstörungskraft erst Monate später. Nachdem du alle Regeln kennengelernt hast, kannst du selbst entscheiden: Möchtest du sie weiterhin anwenden, oder vielleicht doch etwas verändern? Solltest du allerdings inspiriert sein, eines dieser Anti-Pattern künftig noch konsequenter zu leben… dann sollten wir uns nach dem Talk dringend unterhalten. ================= Dein Vortrag bei der Java Usergroup Nürnberg! Hast du dich in letzter Zeit in deinem Projekt oder privat mit einem interessanten Thema beschäftigt? Vermutlich ist das nicht nur für dich selbst interessant! Hast du Lust, selber einmal einen Vortrag bei der Java-Usergroup Nürnberg zu halten? Wir sind nicht nur auf Java-Themen fokussiert, sondern beschäftigen uns gern mit und um alles über Software Entwicklung und IT. Wir wollen bei der JUG nicht nur bekannten Speaker\*innen eine Plattform geben und die neuesten State-of-the-Art Technologien vorstellen. Wir freuen uns auch besonders, wenn wir Themen aus unserem technologischen (Arbeits-)alltag Raum geben zu können. Melde dich gerne bei uns, wenn du dazu Lust hast, wir geben wenn gewünscht gerne auch Hilfestellung bei der Vorbereitung!

**There is still capacity in the event!** 🎉 **You just need to add yourself to WAITLIST - and we will review your registration and confirm you!** Just because the venue capacity is limited, to ensure the best experience & relevance for the community, the registrations are not auto-confirmed - but managed this way. Without a previous confirmation email, we won't be able to let you in! 😢 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Join your local observability community for an evening of open source inspiration, real-world stories, and meaningful connections - all in a laid-back, meetup-style setting. This event will feature a recap of the [GrafanaCON](https://grafana.com/events/grafanacon/) keynote, combined with fresh voices from your own community. Grafana team members walk through Grafana 13 and the most impactful improvements across the platform. Learn about how Grafana is becoming easier and safer to operate as production infrastructure, with updates that improve configuration management, recovery, and long-term maintainability. The session showcases significant advances in core user workflows, including more flexible and powerful dashboards, with improved performance. Whether you’re building dashboards, scaling Kubernetes, contributing to open source, or just getting started - this meetup is for you! **🎟 Free to attend** 🍕 Pizza + soft drinks provided 🤝 Built for connection 💡 Real talks from real practitioners \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **AGENDA:** **17:30 - 18:00**: Arrivals and pizza **18:00 - 18:30:** GrafanaCON recap presentation - by **Grafana Labs** team: **Jára Benc,** Staff Software Engineer & **Juraj Michalek**, Senior Solutions Architect **18:30 - 18:45:** Q & A **18:45 - 19:40:** Community talks ***1\. "Who gets paged? Unit\-testing Grafana notification policies\.*" by Martin Fryč, Staff Infrastructure Engineer at SentinelOne** \*Grafana notification policies decide who wakes up at 3am, and a single mistyped label can silently reroute an alert into the wrong team's branch. Grafana 13 and grafana-operator let teams own their slice of the policy tree, but Alertmanager still evaluates one merged tree, so a too-broad matcher in team A's subtree can quietly swallow team B's alerts. This talk shows a small Go tool that treats routing as code: declarative "given these labels, expect these receivers" assertions, run in CI against the assembled policy. We will walk through the routing semantics, real misroutings the tool can catch, and why multi-tree provisioning makes this test layer more necessary, not less. **2\. "*Using OpenTelemetry in development of resin 3D printers*" by** **Pavel Štrobl** \*In this talk we will take a look how it's possible to get metrics from upcoming resin printers from Prusa Research using OpenTelemetry, why it was not possible to use Prometheus Remote Write and the quirks while getting metrics from hardware constrained environment. **19:40 - 21:30**: Discussion and more pizza Note that by registering for this event you consent to related event & product communications from Grafana Labs and agree to our[ code of conduc](https://grafana.com/events/events-code-of-conduct/)t \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **​PLEASE NOTE**: at the SentinelOne office, in line with the venue security requirements - all meetup attendees will be required be verified by their\*\* ID card (or passport\*\*), also to\*\* sign a generic ND\*\*A used for all office visitors and to wear a visitor badge with their name during the whole event - to be able to attend the meetup

Ahoj Péhapkáři! Zveme vás na další sraz komunity. 🎤 Martin Vaško - Benchmarking agentů 🎤 Tomáš Fejfar - Jak jsme potřetí přepsali agenta 🎤 Adam Štrauch - Efektivní nasazení kódu přes AI agenta 17:30 – open doors 18:00 – přednáška 18:40 – přednáška 19:20 – přednáška 20:00 - kvíz & networking Děkujeme našim partnerům a těšíme se na viděnou! Adresa: Keboola - Dělnická 191/27, Praha 7-Holešovice \-\-\-

AKCE JEN PRO ZVANÉ 🤖 Ahoj, v rámci setkávání Research Tuesday jsme naplánovaly Friday special. Cítíme už nějakou dobu, že naše researchová komunita má potřebu sdílet, co nového nám do práce přinesla umělá inteligence, jak nám mění výzkum pod rukama. Chceme si povídat, chceme si navzájem sdílet, chceme vytvořit mapu, kam si zaneseme, v jakých fázích výzkumu a jakým způsobem používáme AI a co nám funguje dobře a co až tolik ne. Pracovat a sdílet se bude převážně v menších skupinkách a výstup se na konci odprezentuje ostatním. Mapu pak pravděpodobně dáme k dispozici komunitě. Pátek 19. června 9 - 12 do Slevomatu v pražském Karlíně. Setkání se koná pouze offline, a kapacita je omezená na 30 pozvaných. Žádná velká příprava netřeba, jen teď dávej víc pozor, kdy a jak v rámci výzkumného workflow používáš AI a jak ti to funguje, ať se o to můžeš podělit s ostatními. **🕒 Agenda:** * **08:30 AM** – Otevření dveří & ranní networking * **9:00 AM** Workshop * **12:00 PM** – Závěr & možný společný oběd **🧸 Hlídání dětí na vyžádání:** Research Tuesday stavíme na tom, že profesní rozvoj má být přístupný všem. Chceme podpořit i rodiče malých dětí, aby mohli zůstat v kontaktu s oborem a potkávat se bez zbytečných překážek. **Máte zájem o hlídání?** Rádi ho na místě zajistíme, ale potřebujeme vědět, jestli o něj bude zájem. Dejte nám vědět v komentářích nejpozději do pondělí 15.6. do 8:00, jestli službu využijete a pro kolik dětí. Podle toho rozhodneme, jestli ji zajistíme. **Rezervace:** Zarezervuj si místo včas. Pokud se ti plány změní, prosíme, uvolni místo ostatním. **Těšíme se na známé tváře i nové účastníky!** Běla, Ivana, Lucie

We give you a full **explanation of the KPI Framework.** > ​Do You **Measure** the Most Valuable KPIs? Red/Amber/Green Thresholds for Each of Your Levels Explained. ## ​Situation ​You burn $$$ on AI tokens. You run hackatons. Git repo full of AI pilots. ​You're spending more on AI than last year. ​Yet, you can't shake the feeling that you're paying faster than you're shipping. > ​📣 We give you the manual to pick the top KPIs that demonstrate the value, based on the context of how far you are in AI adoption. ​3 CTOs share where they actually are on the AI adoption ladder, what worked, what they'd undo, and what comes next. ​✅ The 3 KPIs you should actually be tracking at each level. And the ones to stop tracking. ​The 5 levels of AI adoption, mapped from engineering orgs. ​**1️⃣ L1: Nothing in production.** How to leave it without burning two quarters on pilots. ​**2️⃣ L2: Talent:** upskilling, reskilling and firing. ​**3️⃣ L3: Proof:** When the cost curve overtakes the delivery curve, and how to calculate AI efficiency proof? ​**4️⃣ L4: Going AI-native:** What concretely changes when AI moves from IDEs into production. ​**5️⃣ L5: You've won** the AI race. Where's the new edge in 2027? ​Bring your situation. By the end you'll know which level you're on, what is your KPI, what your next move is, and what to stop doing this quarter. ​No hype, no AI gospel. Two practitioners, real experience, with answers. *** ​20-minute lightning talks + Q&A followed by legendary networking! ***  ## ​What makes our meetups different: * ​**Action-oriented:** Every talk includes takeaway guides/frameworks you can photograph or access via QR code * ​**Case study focused:** Real implementations, real results, real failures * ​**Interactive:** Audience Q&A with people who've actually done this * ​**Practical:** Skip the vendor pitches—hear from practitioners *** > ​Perfect for engineering leaders tired of AI marketing fluff who want practical insights.

## **What IdeaVerse is about** **We meet usually once a month to discuss some of the current challenges as well and perhaps come up with new ideas on how to overcome them. The format of the meeting includes an initial sharing of viewpoints by each participant without judgment, and in the second half we will discuss our ideas and try to find things to learn from each other.** **In this next meeting we'll be discussing...** the future of work in the age of AI. I know, people are talking too much about this already in tech meetups where they just praise it to Kingdom Come. We're tired of it. But whether we like that it exists or not, we are confronted with a choice that I'd like us to discuss: **Do I lean into AI like I'm told I HAVE TO, or choose a different path, one more into physical labor or working with people? Or do I just say goodbye to work and start my own business?** We hear thhat AI is going to replace a large number of jobs, starting with call centers, Uber drivers, writers, graphic designers, translators, etc. That a senior expert will replace 4 others in his team using AI. That the only jobs that will remain are those which require human touch like holding meetings, talking face to face with customers, jobs that require empathy or jobs that require dexterity like plumbing. **But the path forward seems so unclear:** 1\. Who should learn AI: young people who want to compete with seniors\, or seniors because juniors don't know enough to spot errors? 2\. Should I double down on AI courses and certificates or jump a sinking ship and learn a craft or improve my social work skills? Or start my own business to escape irrelevance at work? 3\. Do we go with the flow and adapt to this rapid overwhelming change\, or demand from policy makers that they do not let companies do as they please if that means lower wages and unemployment at scale? **Some suggested reading/watching:** * [If AI Takes All Of Our Jobs... Who's Going To Buy Everything?](https://www.youtube.com/watch?v=MYB0SVTGRj4) (the answer may shock you! :) - a 12 minute video) - good summary of the most likely future scenarios for automation and economics. Does not answer our questions but sets the scene for it. * [AI Experts: These Are The Only 5 Jobs That Will Remain in 2030!](https://www.youtube.com/watch?v=GCjmK66x_Yk) (15 minute video) - a collage of various human and AI experts discussing options for work in the future (mostly from the famous DOAC). * [The Future of Jobs Report 2025](https://www.weforum.org/publications/the-future-of-jobs-report-2025/in-full/3-skills-outlook/) (40 minute read) - lots of data, may need skimming but highly useful insight into projections for which jobs will be useful in the future. **The meeting is free to attend, but please buy a drink or two at our patron's place, to make them happy. They also have food in case you find the meeting too early (see [menu](https://altangrebovka.choiceqr.com/section:kavarna---jidelni-listek)).**

*Sorry for the 2 month break but I had to deal with some family member health issues, but we are now back!!* **LOCATION - THE DAILY GROWLER -** **2812 Fishinger Rd, Upper Arlington, OH 43221** Over the years, we’ve heard two requests constantly: 1. A place that was quieter and possibly private. 2. “I wish they accepted Bitcoin.” We’ve finally found a solution to these requests with The Daily Growler. We’ll have access to their private room, and you’ll be able to pay your tab with Bitcoin. Join us for a fun and relaxed social event! Enjoy delicious food and drinks as we chat about the latest news in the Bitcoin world. Everyone is welcome, whether you're looking for guidance, have questions, or just want to meet like-minded people. These social evenings are a great opportunity to make new friends and enhance your experience at the larger events throughout the year. We look forward to seeing you there! PSA: If the attendee RSVP seems low, keep in mind that most of our attendees come from X and not [meetup.com.](http://meetup.com./) You are welcome to come and become a part of our online community. Recordings of past guest speakers are available on our YouTube channel [https://www.youtube.com/@columbusbitcoin](https://www.youtube.com/@columbusbitcoin)

Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

Join the Columbus AI community for a special event. **Battle of the Personal Agents** is your chance to see what people are actually building with AI agents and personal automation systems. Whether you’re running OpenClaw, Hermes, or a completely custom solution, bring your agent and show the community how it works. We’re interested in real-world implementations: the problems your agent solves, how you use it day-to-day, how it’s hosted and managed, how you built it, and why you’ve chosen to keep using it. Live demonstrations are encouraged, so be prepared to show your code, architecture, workflows, and your agent performing real tasks. This is less about polished presentations and more about sharing practical experience, comparing approaches, and learning from one another. If you’d like to present, please contact Chris Slee (via meetup) before the event so we can allocate enough time for everyone’s demonstrations. Come ready to show what you’ve built, discover what others are doing, and maybe find a few ideas worth taking home. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

In this local meeting, you will discover knowledge that you can use to get over the past. The key to improving your personal motivation, self-confidence, and happiness is to get over your painful memories. When you become free of your past, you will be free from stress, anger, anxiety and depression. Studies show that negative emotions can affect your health. By being free of negative emotions, believe it or not, you will most likely even look younger, feel more energetic, and become healthier! Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This group is brought to you by the Dianetics and Scientology life improvement center.

We are bringing Microsoft Build sessions to Columbus Ohio! The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us! And yes, there will be free food. Please RSVP via [Microsoft Build //localhost:columbus | Microsoft Reactor](https://developer.microsoft.com/en-us/reactor/events/27247/).

Title: Smart Search + AI: An Outcome-Driven Journey from IDP to a Suite of AI Register at the Columbus AWS meetup: [https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/](https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/) Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com