Application Security

**Location:** Sentry \| Jakov\-Lind\-Straße 5/4OG 1020 Wien \| [https://maps.app.goo.gl/ccu6A5W5Wm9YKcJ46](https://maps.app.goo.gl/ccu6A5W5Wm9YKcJ46) (entrance is next to Max&Benito, 4th floor) **Agenda:** 18:00 \| Arriving\, Networking\, Registration 18:30 \| Keynote and welcome 18:45 \| Talk 1 \| Evgenii \| Adapting Songs with ChatGPT \- How to Translate a Song Without Killing It 19:15 \| Break\, networking 19:30 \| Talk 2 \| Balazs \| Code\, Posture and AI: Preventing Spine Problems in Developers 20:00 \| Open Mic: 1\-Minute Lightning Talks \- add your slide here: [https://docs.google.com/presentation/d/13w2QJtmDnn3_YqJy9eRWbvgtyyc7t1ISF4nHNnnHMfE/edit?usp=sharing](https://docs.google.com/presentation/d/13w2QJtmDnn3_YqJy9eRWbvgtyyc7t1ISF4nHNnnHMfE/edit?usp=sharing) 20:15 \| Food\, Drinks & Networking till 21:00 ***Overview about Talks:*** **Talk 1st:** **Adapting Songs with ChatGPT** In this talk, I’ll explore how ChatGPT, Claude Code, and Suno can be used to adapt songs from Russian, Spanish, and Hindi into singable English. We’ll look at why literal translation often fails, how to preserve emotion, rhythm, and rhyme, and how AI tools can help turn raw meaning into lyrics that actually work as a song. **Talk 2nd:** **Code, Posture and AI: Preventing Spine Problems in Developers** This talk explores how AI-based tools can support early detection through posture monitoring, movement analysis, and ergonomic feedback, and where medical expertise is still needed to prevent long-term spinal damage. **About Dr\. Balazs Abraham \|** Balazs is a medical specialist in orthopedics and traumatology, he brings a perspective from outside the usual software bubble, connecting professional experience, curiosity, and cross-disciplinary ideas. **About Evgenii Avdeev \|** Evgenii has been playing music, singing, and performing since the age of five. In his free time, he enjoys vibe coding and experimenting with AI-assisted music and lyrics **Our sponsor:** Sentry \| [https://sentry.io/](https://sentry.io/) [Coding Club Vienna @Lindedin](https://www.linkedin.com/company/coding-club-vienna/)

Things to know before playing: Ladies and Gentlemen, boys and girls; We play Tuesday Night Football (outdoor only) . We play 90 minutes (kick off is at 20:30, and we meet at least 15 minutes before for a warm up phase). Post-Corona football matches are most likely between 14-16 and 28-32 players. If you would like to join please bring artificial turf shoes (like the ones for indoor turf) and shin pads (not mandatory but definitely recommendable). All I ask is that you come with a good mood, be respectful to everyone, and pay online using the link below. [Tuesday Night via FOOTxp football website](https://footballexperiences.net/kickaball/p/tuesdaynightfootball/) **Other methods for payments.** **Erste Bank Transfer**: **Sorin-Florian Brici** **AT27 2011 1829 5564 7001** **\*[Revolut](https://revolut.me/brici)** \- Recommended\! **\* [Wise](https://wise.com/pay/me/sorinb256)** \- Also recommended\! **\*[Paypal](https://www.paypal.com/paypalme/sorinSocial/)** \- Please use non\-Commercial product We play light: no sliding, hard tackling, fighting, screaming, & hopefully no injuries. We need to respect current regulations in Vienna, Austria. The main priorities are to have fun and being safe. The drinks are relatively free after the game in the local pub, served to those who have shown fantastic football fair-play skills. We will confirm the location, the pitches, and the dressing room numbers via our dedicated Football WhatsApp group/s. Keep an eye out for the group messages. See you all soon. Sorin SMS/ WhatsApp +43 6764276984 (please ask to be added to our football groups). We will probably need to confirm your presence if you are coming for the first or second time. Important management rule: **\> "No shows" are penalized with 10€ fee\. Please remove your name from the list at least SIX\!\!\! \(6\) HOURS before the event\.** Book a place via FootballExperiences.NET using this link [FOOTxp](https://footballexperiences.net/kickaball/) One small final note: Please avoid trying to take justice in your hands. If someone is talking bad, complaining, insulting someone, fouling on purpose or committing the usual football shenanigans, please let the organizers know. Measures will be taken, we assure you. Any misbehavior on your part, such as responding in an obscene way, fighting, or leaving the pitch is not a practical and diplomatic way of resolving the issues (it tends to create more tension and cause more problems). Let’s be respectful and mature and try to enjoy the game we all love. That’s why we’re all here. Get to know people from all over the world and have fun! Thank you. Sorin

This is a structured coworking session for people who want to follow through and get it done. 👉 **New here? You can join for just 2 hours to try it out.** 👉 Stay longer if you want to go deeper. To join, please register here (takes 1–2 minutes): [https://nocrastination.space/](https://nocrastination.space/) **We like a touch of mystery!** **The exact location will be sent to you by email 24 hours before the session. Please make sure to register in advance.** **Execution with Style. You start, but don't finish. We help you get it done.** Join our [WhatsApp group](https://chat.whatsapp.com/K6LidaoQhe16wZ0Se9pNM6?mode=gi_t) Follow us on [Instagram](https://www.instagram.com/nocrastinationclub/) You just haven’t been able to follow through. You start things, lose momentum and find yourself starting over again. You’re not alone. Most people get support at the beginning. And applause at the end. But the part that actually matters? The middle. The quiet, repetitive, sometimes frustrating part where nothing feels exciting, and everything depends on showing up. **That’s where we are.** At NoCrastination, we don’t meet for hype. We meet to **show up and finish something, together.** Not perfectly. Not magically. Just consistently. **Why “Style”?** Because sometimes, the hardest part isn’t the task. It’s who you believe you are when you sit down to do it. When you wear something different, something bold, unusual, or expressive: you step slightly outside your usual identity. And in that small shift… It becomes easier to start. Easier to act. Easier to follow through. **Execution with Style** Each session, you’re invited to wear something you normally wouldn’t: * the jacket that never leaves your closet * something colorful, dramatic, or expressive * something funny, strange, or unexpected * something you feel like you “can’t pull off” No pressure. But if you join in, be ready to share the story behind it. **Self-expression + execution = momentum** **What this really is** This is a space for people who: * keep starting but don’t finish * are building something (or figuring it out) * don’t want to do it alone anymore **What happens here** You bring something you’ve been avoiding. We sit down together. We focus. And you leave with something done. **Why people come back** * “I finally follow through on what I plan” * “I leave with real progress every time” * “This is the only place I actually stay consistent” **How long should I join?** You don’t need to commit to the full session. **Option 1: Try it (2 hours, 1:00 PM – 3:00 PM)** Perfect if it’s your first time or you want a light commitment **Option 2: Go deep (4 hours, 1:00 PM – 5:00 PM)** Stay for the full session and build real momentum **Time and location** 🕐 **Every Tuesday, 1:00 PM – 5:00 PM** 💻 **Bring:** your laptop, journal, or anything you’ve been avoiding ☕ Please do order something from the bar, so as to keep us in their good graces! **How it works** * **13:00–13:15 → Arrival + Soft intro + Set your task** * **13:15 - 14:45 → Deep focus session 1** * **14:45 - 15:00 → 15’ Break** * **15:00 - 16:30 → Deep focus session 2** * **16:45 onwards → Networking** * Quiet focus + optional social space * Drop in anytime, stay as long as you want Simple structure. Real progress. **First time joining?** Look for **Joanna Liu** near the ground floor bar 💛 We’ll get you settled. **This is for you if:** * You keep starting but don’t finish * You feel stuck working alone * You want structure — without pressure * You want to express yourself AND move forward **What you’ll get** Not motivation. Not a productivity hack. **You’ll get: ONE THING DONE.** And then you come back, and do it again. **This is how it starts** You don’t need to commit to anything big. Just come once. Pick one thing. Finish it. We’ll be there. As we’re growing and improving the experience, we’re moving to a more structured system. Registration is part of participating. **Stay connected** Join our [WhatsApp group](https://chat.whatsapp.com/K6LidaoQhe16wZ0Se9pNM6?mode=gi_t) Follow us on [Instagram](https://www.instagram.com/nocrastinationclub/) This is a space you can keep coming back to. **You’re not behind. You’re just in the middle.** And you don’t have to go through it alone. You are one of us.

🎉 We've made it to our 10th meetup – and we're celebrating with a special guest! We're thrilled to have **Siegfried "Sigi" Samer**, Head of the Media Department at **AKM** (Austria's Performing Rights Organization), join us for an open discussion on music rights in the video game industry. Got questions about contracts, streaming rights, royalties, or how the AKM works for game composers? Bring them: This is your chance to get answers straight from the source, in a relaxed setting. **Topic: Music Rights for Game Audio** Come to our next hangout, **May 26th**, at **18:30**. **Bierteufl, Ungargasse 5, 1030 Wien**. Just ask for the Austrian Game Audio Meetup Group at the bar. See you there, Poppy & Stepan

Where Imagination Meets Expression Use this event for drop in style attendance. You will pay 55€ per session. You can book the whole season at a reduced price [here](https://reactors.viennaimprov.org)! \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* Payment Click on "Participate" to join a session and pay 55€ per session by sending the amount to IBAN: AT072011184621669600 BIC: GIBAATWWXXX Account Holder: ViennaImprov eV Reference: WSRS + Your Meetup Name \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* Cancellation Policy If you need to cancel your participation, you can just attend another session, just make sure you make it in time so others can join from the waiting list(if there is one), otherwise you will lose this "voucher". \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* Event Description Whether you’re deep in your craft, starting your journey, or finding your way back to performing, this 8-part workshop series invites you to take creative risks, sharpen your tools, and connect through play. Led by actor, director, improviser, and seasoned teacher, Jim Libby, each session brings a fresh focus: sometimes physicality or emotional truth, other times improvisation or text work, or even authenticity training, or the craft of connection. Bilingual and welcoming: Sessions flow naturally in both English and German. No matter which language you bring, you’re fully included. What participants say: 👉 “A safe space - even when I was way out of my comfort zone.” 👉 “Sometimes challenging, sometimes life-changing, always fun.” 👉 “Jim doesn’t preach one method… he asks the right questions.” 👉 “An energy boost every time. You grow just by doing… and watching.”

Join me for a visit to Foto Arsenal! :) Exhibitions at that time will be [Photo I Brut. Feeling Photography – From the Bruno Decharme Collection](https://www.fotoarsenalwien.at/en/exhibition/photo-brut-en) and [Lu Yang. The DOKU Trilogy](https://www.fotoarsenalwien.at/en/exhibition/lu-yang-en). IMPORTANT: please note that there is an entrance fee to Foto Arsenal (10€ normal, 7€ discounted)

Triff andere Keycloak-Nutzer, tausche dich aus und erfahre von Experten, wie Keycloak in komplexen Szenarien eingesetzt wird. **🗓️ Agenda** **Session** **#1: AI Meets Identity: Managing Keycloak with Natural Language via MCP** 🗣️ **Speaker:** Marcel Mayer, m2-consulting * Aufbauend auf unserem Talk auf der Keyconf 25 in Amsterdam (Video: [https://youtu.be/DNu2UnrsiCI?si=MrbdXTdpHrCwmGPi](https://youtu.be/DNu2UnrsiCI?si=MrbdXTdpHrCwmGPi)) * Weiterentwicklung des Knowledge-Graph-Ansatzes für konversationelle Keycloak-Konfigurationsanalyse * Nächster Schritt: derselbe Graph als Basis für AI-gestütztes Offensive Security Testing * Kombination aus graphbasiertem Reasoning und LLM-basierter Angriffplanung zur Automatisierung von: * Reconnaissance * Erkennung von Fehlkonfigurationen und strukturellen IAM-Anti-Patterns (z. B. God-Roles, übermäßige Privilegvererbung) * Schließt den Security-Loop: Discover, Exploit, Fix, Verify * Inklusive Live-Demo **Session #2: Effiziente Benutzeradministration im B2B-Bereich durch Föderation und Automatisierung**: 🗣️ **Speaker:** José Tojo, APA-IT * Herausforderungen für User und Organisationen * Einführung einer Föderation mit Account-Provisionierung und automatisierter Berechtigungsvergabe * Integration von Keycloak mit Externen IdPs und internen Komponenten * Ergebnisse und Mehrwert * Lessons learned aus Kundenprojekten * **Networking & Austausch:** Nutze die Gelegenheit, dich mit anderen Keycloak-Anwendern und -Experten auszutauschen. Diskutiere aktuelle Herausforderungen, Best Practices und Entwicklungen rund um Keycloak. 🍕 Getränke & Snacks inklusive! **Jetzt anmelden und deinen Platz sichern!** Wir freuen uns auf spannende Gespräche und einen intensiven Austausch rund um Keycloak!

*This event is free of charge and only takes place on-site!* *Language of the Meetup: ENGLISH 🇬🇧* **Talk #1: Architecting relationship-aware long-term memory for AI agents** [Tarun Jain, Founding Engineer and GDE in AI] Most developers building AI Agents focus on reasoning and planning, but quietly ignore what matters most: Memory. Stateless agents respond in isolation, while stateful agents unlock real capability by remembering and building over time. The problem becomes clear when Agents need to connect facts or track how information changes, where vector search alone starts to break down. Retrieval can fetch data, but only knowledge graphs can structure relationships and enable true multi-step reasoning over time. In this session, I will showcase how memory works in the backend, including a live visualization of fact extraction and graph construction in working code. The primary focus will be on edge cases, especially the hybrid vector graph approach, where semantic search and structured traversal are combined to handle multi-hop reasoning and temporal changes by considering the Cognee open-source framework. Furthermore, I will showcase a working demo of Memory, featuring visualization and a user journey, via Streamlit. **Talk #2: Anatomy of a Supply Chain Attack: From Compromise to Countermeasure [**[Valentin Goronjic](https://www.linkedin.com/in/valentingoronjic/) (Lead Software Engineer), [Tamas Neumer](https://www.linkedin.com/in/tamas-neumer/) (Lead Cloud Engineer) at [Posedio GmbH](https://www.linkedin.com/company/posedio/)**]** In March 2026, attackers compromised Trivy, the open source container scanner thousands of teams rely on to find vulnerabilities. The exploit scanned the CI environment for a wide range of credentials and exfiltrated whatever it found. Trivy isn't alone, countless similar attacks have taken place the past month. The goal of this talk is twofold. First, to raise awareness of these attacks, how they happen and what to expect once you're compromised. Second, to look at what's in GCP's toolbox to mitigate such incidents. — 📅 **May 28th, 2026, from 17:30** 📍 **Location:** weXelerate Auditorium, Praterstraße 1, 1020 Vienna 🚇 **Approach:** U1/U4 to Schwedenplatz, entrance via Taborstraße or Praterstraße. Parking available in the building garage. — ⏰ **Schedule:** Check-in: 17:30 – 18:00 Talk #1: 18:00 – 18:30 Break & Networking: 18:30 – 18:45 Talk #2: 18:45 – 19:15 Networking, Food & Drinks: 19:15 – 21:00 — We are now part of the GDG community. You can also find our and other upcoming events on the Google Developers Community webpage! For inquiries: office@posedio.com

KI ausprobieren kostet Zeit. Und meistens läuft es zuerst schief. Genau dafür haben wir unsere Learning Fridays: ein geschützter Rahmen, in dem Gepardec-Teams echte KI-Technologien testen – ohne Kundendruck, ohne Deadline. Was funktioniert. Was nicht. Und warum. Am 29. Mai teilen wir das offen. Was du konkret mitnimmst 👉 Du sparst dir die Umwege, die wir bereits gegangen sind: 🔬 AI-gestützte Systemanalyse – Welche LLM-Tools für Enterprise-Kontexte taugen, welche nicht – und was MCP wirklich bringt. ⚙️ AI-Assisted Code Migration – Wo Konveyor AI bei WildFly→Quarkus-Migrationen wirklich hilft und wo du trotzdem manuell ran musst. 🦙 Tune das Llama – Was beim Fine-Tuning eines lokalen LLMs schiefgeht, bevor es funktioniert – Datenmenge, Konfiguration, Evaluierung. Für wen ist das relevant? 👉 Für alle, die KI in ihrer Softwareentwicklung einsetzen wollen – aber keine Zeit haben, bei Null anzufangen. ────────────────────────── 08:30 → Frühstück (Wien & Linz) 09:15 → Unsere Haltung zu KI (ab hier auch Remote) 09:30 → AI-gestützte Systemanalyse 10:15 → AI-Assisted Code Migration 11:15 → Tune das Llama 12:00 → Unser Angebot: Gemeinsames KI-Projekt 12:15 → Networking 📍 Vor Ort: Frühstück inklusive 💻 Remote: Google Meet 👉 Anmeldung bis 26.5.: https://www.gepardec.com/ki-learning-friday/ #KI #LLM #Quarkus #MCP #FineTuning #Gepardec #SoftwareEntwicklung #KonveyorAI

Bring your JS interest and a good vibe! Everybody is welcome & feel free to share this invitation! **Talks and info:** All details: [https://viennajs.org/en/meetup/vienna-js-may-2026](https://viennajs.org/en/meetup/vienna-js-may-2026) **Timetable:** * 18:00: Gathering, food & drinks * \~18:45 - 19:00: Start of the first talk **Talks:** \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 🗣️ Edouard Maleix ▶️ Context That Compounds: What I Learned Building a Memory Lifecycle for Coding Agents Most teams manage agent context with static rule files — CLAUDE.md, AGENTS.md, custom YAML checklists, skills, etc. I do too. Then I tracked what actually happened: agents repeated the same mistakes across sessions, rules accumulated without evidence they helped, and review load stayed constant no matter how many rules I added.This talk covers what I learned building and testing a different approach: treating context as a living artifact with a lifecycle — generated from real incidents, curated for gaps, compiled to token budgets, and evaluated before injection. The key insight: context you can't measure is context you can't improve.I'll walk through three concrete problems and the patterns I found to address them: 1. **Attribution** — when an agent opens a PR, you can't tell what it wrote, why, or whether a human reviewed it. Giving agents their own signing keys and git identity changes code review from guessing to auditing. 2. **Memory that persists** — Monday you correct an agent, Tuesday it makes the same mistake. I built a typed diary (episodic, procedural, semantic, reflection entries) that survives across sessions and compiles into token-budget context packs. The difference vs. static rules: rules authored from memory can't compound; entries harvested from incidents can. 3. **Evaluating context, not just code** — SWE-bench tests whether agents can fix bugs. I needed something different: does this context pack actually help the agent avoid known mistakes? I'll show why scenarios harvested from real incidents (20–67% baseline → 95–100% with context) wildly outperform auto-generated ones.The talk is grounded in real workflows, real failures, and real data. The patterns — identity, lifecycle-based memory, context-as-testable-artifact — are applicable regardless of which agent or framework you use. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 🗣️ Speaker to be announced \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **🗣️Want to give a Talk?** ▶️ [https://viennajs.org/en/participate/give-a-talk](https://viennajs.org/en/participate/give-a-talk) **Location:** Dynatrace Austria GmbH THE ICON VIENNA ***Tower 24 - 22nd Floor*** Wiedner Gürtel 13, 1100 Vienna When you arrive in the ICON tower, walk straight to the info point and ask for a visitor’s card for Dynatrace (**22nd floor**). They will explain the way to Tower 24. Walk through the 1st glass door. At the 2nd glass door, you will need your visitor’s card (left side) and hold it against the card reader to open. Hold your visitor card against the card reader at the turnstiles, walk through it, and look at the screen on your slide (while entering). Don’t move too close to the gate before using your card, as it might block you. The screen will display a letter (A-D) about which elevator you need to take. You can also check your designated elevator by holding the card under one of the elevator screen panels. At the elevator entrance is a small display showing you the floor where it is going -> enter if you see the number 22. **Sponsor:** 🙏 Dynatrace Dynatrace definitely is one of Austria’s big success stories in recent history. Founded in 2005 in Linz, we're now one of the fastest-growing SaaS companies on the planet. Dynatrace is the market leader in software intelligence, that is: We provide full-stack insights into user sessions, applications' runtimes, and infrastructure. And guess what? We're looking for JavaScript developers: [https://careers.dynatrace.com/jobs/?country=Austria&category=Engineering](https://careers.dynatrace.com/jobs/?country=Austria&category=Engineering) **🙏 Want to sponsor?** We are looking for more sponsors! If you are interested please contact us via [viennajsmeetup@gmail.com](http://viennajsmeetup@gmail.com/) or at [viennajs.org.](http://viennajs.org./) \*\*\* **Don't forget to RSVP!**

Welcome to our May Meetup event for great talks, discussions and beers. We will meet at the Dynatrace office, thanks for hosting! **Agenda**: * Doors open 5:30 p.m. * ***Talk 1: 6:00 to 6:30 p.m.*** * **Speaker**: Philipp Maier * **Title**: Beyond the Fork: A 2026 Perspective on Terraform and OpenTofu * **Abstract**: Both Terraform and OpenTofu are industry-standard tools used to automate the provisioning and management of infrastructure through code. In this session, we will start at Commit b145fbc from 2023 and shortly review what happened back then and how OpenTofu started. We will then explore the technical divergence between Terraform and OpenTofu as of 2026 and how their managed ecosystems have evolved, looking at the practical trade-offs for our own projects. * **Break: 6:30 to 6:45 p.m.** * ***Talk 2: 6:45 to 7:30 p.m.*** * **Speaker**: Sahil Sharma * **Title**: Kafka on Kubernetes: Building a Full-Stack Streaming Environment with Strimzi. * **Abstract:** Running Apache Kafka on Kubernetes was once considered a daunting task. However, the Strimzi operator has simplified this process, making it possible to manage complex streaming infrastructure through a declarative approach. In this session, we will demonstrate how to bridge the gap between local development and production patterns by deploying a full-stack Kafka environment inside a Kind cluster. We will walk through a live setup including: \- Cluster Provisioning: Using Strimzi to deploy a functional Kafka cluster in seconds\. \- Management & Visibility: Integrating Kafbat UI to inspect topics and messages\. \- Observability: Implementing a Grafana and Prometheus \+ AlertManager stack to track broker health and consumer lag\. \- Application Flow: Deploying a producer and consumer to validate the end\-to\-end data pipeline using Confluent library\. Whether you are building a local sandbox or planning a larger rollout, you will leave with a repeatable template for a fully observable Kafka ecosystem on Kubernetes. * **Networking**: start 7:45 p.m.

📖 Time to revisit our classic format and **talk about a great book** again🤩! At our May event, we'll discuss **Vivienne Ming's** “***Robotproof: When Machines Have All The Answers, Build Better People***”. Vivienne is is an American theoretical neuroscientist and artificial intelligence expert, and a self-professed Professional Mad Scientist. Her life and work are both extraordinary, and her latest book provides an actionable framework for rising above the “*the homogenized, vanilla world associated with AI”* (Forbes). There’s lots to mull over, get inspired by, and take home from her writing - so don’t hesitate and join the discussion! Don’t worry if life is too busy to read a whole book: It is absolutely not mandatory. We’ll provide enough information so everyone can learn something and connect insights to their own thinking and experiences. If you want to familiarise yourself with the author’s work, there are lots of podcasts you can listen to, like this one: [https://podcasts.apple.com/at/podcast/stop-letting-ai-think-for-you-dr-vivienne-ming/id212382281?i=1000758167430](https://podcasts.apple.com/at/podcast/stop-letting-ai-think-for-you-dr-vivienne-ming/id212382281?i=1000758167430) There’ll also be time for **networking and conversation** over drinks and snacks (donations welcome, please bring some cash 😊). By participating, you agree that your likeness may be recorded and authorise UX Vienna to use any such recordings for event documentation and promotional purposes.

Dear Data Enthusiasts, Join us again on **29th of May** at **A1** to learn about the psychological implications on employees when transforming the data landscape of an organization. In addition, we will finally have a talk about the open source framework Metaxy and how it can help to cut costs of multimodal AI pipelines. A big thanks goes to our co-organizers from the A1 Telekom and our sponsor Cloudera! **A Psychological Autopsy of a Data Transformation** *Dávid Farkas* Five years ago, a small European university decided to build and implement a data strategy from scratch. Greenfield in the truest sense: data governance was an unheard term and in practice it meant local Excel files duplicated across inboxes; "the database" usually referred to whichever spreadsheet someone had emailed most recently. Over four years, we designed and rolled out new systems, established governance structures, hired a team, and delivered real wins. We also watched a significant portion of the work get undone in months once leadership changed. This talk is a psychological autopsy of that transformation — what was planned, what worked, what quietly collapsed, and why. Universities are an unusually honest laboratory for studying data initiatives: decentralized power, competing stakeholder logics, weak formal hierarchies, and ambiguous success metrics make every human dysfunction that exists in corporate environments more visible. Drawing on behavioural science and nearly five years leading this initiative, I'll walk through the recurring failure patterns I see across data and AI projects more broadly — algorithm aversion, NIH syndrome, the gap between executive sponsorship and operational ownership, and the under-recognised role of organisational identity in determining which systems survive a leadership change. The argument is not that technology doesn't matter — it's that the human substrate determines whether any of it sticks. Borrowing Kranzberg: technology is never neutral, and neither are the people implementing it. **Dávid Farkas** is a research psychologist (PhD) and data scientist based in Budapest. He co-founded Principle Zero, which helps companies, NGOs, and researchers take on complex challenges in data strategy, digital and AI transformation, research, product development, and science communication. We bring behavioural science to problems most consultancies treat as purely technical, focusing on the human and organisational factors that determine whether ambitious projects survive contact with reality. Previously he led data science and digitalisation at MOME Budapest, with earlier industry experience applying machine learning. **Optimizing Multimodal AI Pipelines with Metaxy** *Georg Heiler, Hernan Picatto* The AI era has caused a fundamental shift in computing, moving us toward complex multimodal pipelines. However, these new systems are often incredibly wasteful. Right now, small changes to an input can trigger massive recomputations across very expensive processing steps. In this talk, we will explore Metaxy, an open source Python framework built to solve this exact problem. Metaxy provides sample level metadata versioning and acts as the universal glue for incremental data pipelines. We will discuss how its field level provenance allows your pipeline to only recompute what actually changed. If you update an audio file, for example, Metaxy knows to skip downstream face recognition steps that only rely on video. Whether you are a startup stretching your compute budget, an enterprise scaling ML infrastructure, or a researcher in academia, you will learn how to use Metaxy to iterate faster, cut cloud costs, and build highly efficient AI workflows. **Georg Heiler** is a co-founder @Jubust and a Senior data expert at Magenta as well as a ML-ops engineer at ASCII. He is solving challenges with data. His interests include geospatial graphs and time series. Georg transitions the data platform of Magenta to the cloud and is handling large scale multi-modal ML-ops challenges at ASCII. **Hernan Picatto** is a Computer Science PhD candidate at the Vienna University of Technology researching firm-level supply chains and corporate networks using NLP and Common Crawl data. Formerly an engineer at JPMorgan Chase and ZhiZhouKeji, he holds an MA from UCSD. His broad interests span big data, visualization, and time series causality. 🎤🎤 Open Mic We are going to open up the stage after the talks for community announcements. If you'd like to announce something, [open this slide deck](https://docs.google.com/presentation/d/1yvFI_Lm7KjgletICOQ1hLW1hHKmCIPA1OWQF2EeZieo/edit?usp=sharing), make sure you are signed in with a google account, and click "View Only" -> "Request Edit Access". Explain in the text box what you want to announce, and we'll give you edit access to the slide deck. 🎤🎤 We’ll have some food and drinks after the event. Please note that during the event, photos might be made and later posted on VDSG's social media page. Please notify us if you do not agree. Attention attendees with food allergies. Please be aware that the food and drinks provided may contain or come into contact with common allergens, such as dairy, eggs, wheat, soybeans, tree nuts, peanuts, fish, shellfish, or wheat. Best, The Organizer Team

The number of ticks and tick diseases in Ohio have quickly multiplied over the last 10 years. Dean Kreager discusses tick species, tick pathogens, tick-borne diseases, tick bite prevention, and proper tick removal. Kreager is an Agriculture and Natural Resources Educator with OSU Extension in Licking County * Lakewood Public Library (in Hebron)- May 26 at 7pm [https://events.lickingcountylibrary.org/event/tick-talk-29621](https://events.lickingcountylibrary.org/event/tick-talk-29621) * Johnstown public library at 7:00 pm June 8 [https://events.lickingcountylibrary.org/event/ctick-talk-29622](https://events.lickingcountylibrary.org/event/ctick-talk-29622) Free to attend, no RSVP needed

**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** Like it or not, AI agents are now capable of turning a quickly written paragraph of requirements into a pull request that is ready to be integrated into real-world production applications and it's now our responsibility to make sure AI doesn't go rogue and take down prod - or corrupt our data by misunderstanding the requirements or our existing schemas. In this session we'll explore strategies to protect our codebases through unit and integration testing, documentation, and code review along with additional ways of providing context and guard rails to our AI agents as they carry out the work we've assigned them to do. By the time we're done, you'll have a firm grasp of the problem and understand some helpful options for protecting your codebase from vibe coding mishaps getting YOLOed into prod. **YouTube Link** TBD

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm

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.

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)

The number of ticks and tick diseases in Ohio have quickly multiplied over the last 10 years. Dean Kreager discusses tick species, tick pathogens, tick-borne diseases, tick bite prevention, and proper tick removal. Kreager is an Agriculture and Natural Resources Educator with OSU Extension in Licking County * Lakewood Public Library (in Hebron)- May 26 at 7pm [https://events.lickingcountylibrary.org/event/tick-talk-29621](https://events.lickingcountylibrary.org/event/tick-talk-29621) * Johnstown public library at 7:00 pm June 8 [https://events.lickingcountylibrary.org/event/ctick-talk-29622](https://events.lickingcountylibrary.org/event/ctick-talk-29622) Free to attend, no RSVP needed

Bring your work or your hobby, hang out, and code with us. Follow @buckeyecocoa for more information.