Hadoop

**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/)

Outdoor Yoga Stunde auf English oder Deutsch, je nach dem wer kommt :) Auf Spendenbasis! Einfach ne Yogamatte mitbringen und entspannen. Bis denn :) PS: Bitte früh genug kommen! English: Outdoor Yoga class in English or German, depending on who comes :) Based on donations! Just bring a yoga mat and relax. See you soon :) P.S.: Please arrive early!

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.”

**For players with level Starter++, low intermediate and mid intermediate only** We play on one court with 4 players. **Price** - 26 € for 3h - You can pay via Revolut, PayPal, instant Bank Transfer or Cash. I prefer transfer over cash. **Equipment** - I provide balls (usually Bullpadel Next) - If you need a racket, you can rent it from me for 2 € (limited number available). There is also a machine at the venue, where you can rent a racket for 4 € (you need *SportToGo* App to rent from them) **Cancellation** - Please cancel at least 10h before the event, to give people on the wait list the chance to jump in. Otherwise a late cancellation fee of 10 € must be paid. - Cancel at least 26h before the event in case the wait list is empty. Otherwise a late cancellation fee will be charged - Late Cancellation fees will be donated to Médecins Sans Frontières (Ärzte ohne Grenzen). - I understand that sometimes unexpected things can come up. However, not showing up and failing to let me know is considered disrespectful and goes against the community spirit. People doing uncommented no-shows have to pay the full event fee. **Important** *Playing competitive is allowed (Smashing balls, hitting balls close to opponent player etc.) - We still value fair play and sportsmanship. *Having fun together is way more important as winning. **Other information** - We are respectful and warm with each other. Our cultural and professional background is diverse *The host or regular players can ask misbehaving players to step out from the court - The venue has changing rooms and showers free of charge but no lockers. *If you come by car, make sure that you park at Padelzone and NOT at Marco Polo Sportscenter - If you have questions, you can send me a message any time. I speak german too.

Every Tuesday, 13:00 – 18:00 Looking for a little extra motivation to tackle your to-do list? Join us for our weekly Body Doubling event at Villa Vida! What is Body Doubling? Body doubling is a productivity technique where simply working alongside others helps you stay focused, accountable, and motivated. Whether you’re studying, working remotely, or just need a space to concentrate, being around others who are also focused can make a difference. What to Expect: A relaxed, supportive environment for getting things done Quiet spaces for deep work and focus Free WiFi throughout the cafe Bring your laptop, notebooks, or anything else you need to stay on track. Drop in anytime from 13:00-18:00 – we’re here every Tuesday to keep you in good company and good spirits while you work. See you there!  *** Jeden Dienstag, 13:00 – 18:00 Brauchst du ein bisschen extra Motivation, um deine To-Do-Liste abzuarbeiten? Dann komm zu unserem wöchentlichen Body-Doubling-Event bei Villa Vida! Was ist Body Doubling? Body Doubling ist eine Produktivitätstechnik, bei der die Anwesenheit anderer dir hilft, fokussiert, motiviert und bei der Sache zu bleiben. Ob beim Lernen, Arbeiten im Homeoffice oder anderen Aufgaben – das Arbeiten neben Gleichgesinnten kann einen echten Unterschied machen. Was dich erwartet: Eine entspannte, unterstützende Atmosphäre zum konzentrierten Arbeiten Ruhige Bereiche für tiefe Konzentration Kostenloses WLAN im gesamten Café Bringe deinen Laptop, deine Notizen oder alles andere mit, was du brauchst, um produktiv zu sein. Komm jederzeit zwischen 13:00 und 18:00 Uhr vorbei – wir sind jeden Dienstag hier, um dir Gesellschaft und positive Energie zu bieten. Bis bald! 

-Outdoor Functional Training for All Fitness Levels- Join us as we combine healthy, balanced movement with fun, gamified ideas to give you our unique FUNctional training! And in case that doesn’t really tell you what to expect, just think short intervals of exercise combined together in a playful and interactive way to help you strengthen your body in a sustainable way while allowing you to meet new people (and often even forget how hard you’re working out). As a reminder for those nervous about their fitness level: Everything we do, we do with all fitness levels in mind; so the exercises are always adjustable to your level and you’re always strongly encouraged to take it at your own pace - I mean, we’re not called My Pace for nothing! How to find us: We meet and train behind the calisthenics workout station on the Zirkuswiese of the Prater. Here a link to the location on Google maps: https://maps.app.goo.gl/QdRPEaYTiavZbmVW7 Cost: In the interest of inclusivity, we've decided to make our sessions donations based here, so you're invited to pay what you can afford. If that actually makes you more uncomfortable and doesn't make it easier to come, know that we've received donations from €2 to €20 and they all made us very happy, because our primary goal is to get people moving and to show them it can be fun all in all. The money is secondary. One other thing that’s useful to know: - In the case of bad weather, we do have a back-up location that will protect us from the rain. Should we need to move, we will change the location of this event here. Please feel free to check back here before any event where you suspect bad weather or, even better, simply get in touch with us! We’re available via WhatsApp message or email. --- If you'd like to know more about My Pace, feel free to visit our website at https://www.mypace.at

Every Jam, we aim to complrte a song and record a rough demo of it. Briing your own song idea or just join in the creative process. Numbers need to be very limited, so please don't say you will be attending if you are not.

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.

Mixed indoor volleyball. We play in a friendly and competitive atmosphere for fun. Intermediate and advanced levels. If you cannot be present at the scheduled time, please cancel your registration 48 hours before the game so that others can join. Thank you for your understanding.

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

*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

Hallo Sportsfreunde! Herzlich Willkommen bei Vienna Outdoor Fitness Training☺️☀️💪🏽 Euch erwarten abwechslungsreiche Kräftigungs-Workouts für den ganzen Körper unter Anleitung eines ausgebildeten Trainers, der euch anleiten, korrigieren, unterstützen und natürlich motiviert. :-) Für wen: Einsteiger & Fortgeschrittene Kostenbeitrag: € 16,- in bar / 130€ für einen 10er Block !!!PROBETRAINING GRATIS!!! Was erwartet euch: Kräftigungstraining mit Fitnesskleingeräten (TRX, Kettlebells, Plates, Resistance Bands, Medizinbällen) und dem eigenen Körpergewicht. Durch die verschiedenen Variationen kann das Training sowohl für Anfänger als auch für Fortgeschrittene angepasst werden und jeder kommt dabei an seine Grenzen und wird dabei fitter und stärker. Weiters trefft ihr motivierte Gleichgesinnte zum gemeinsamen Schwitzen und Spaß haben! ;-) Mitzubringen: Trinkflasche, gemütliche Sportbekleidung und - wenn vorhanden - eine Trainingsmatte! Die Dauer der Workouts beträgt ca. 60 Minuten (Warm Up - Hauptteil - Cool Down). Wir bleiben während dem Training an einem Standort, damit ihr euch während dem Training keine Sorgen und Gedanken um eure Wertgegenstände machen müsst! :-) Treffpunkt: STADTPARK, Einfahrt Weg Am Stadtpark zur Meierei Koordinaten: 48.204636, 16.382232 - https://maps.app.goo.gl/sQAzoSttkiH8FWzaA Wir freuen uns riesig darauf, euch wiederzusehen und auch neue Gesichter kennenzulernen und gemeinsam mit euch zu trainieren! Sportliche Grüße, Geri \*\*\* Hello workout buddies! :-) Welcome to VIENNA OUTDOOR FITNESS TRAINING☺️☀️💪🏽 You can expect varied full body strength & conditioning workouts with a qualified trainer, who will guide, correct, support and of course motivate you. :-) Who: Beginner & intermediates How much: € 16,- cash or PayPal / € 130,- for a book of 10 workouts !!! FREE TRIAL TRAINING !!! What: Functional full body workouts with periodic focus on certain body parts like arms, shoulders, back and legs. What awaits you: Strengthening training with fitness accessories (TRX, kettlebells, medicine balls, resistance bands, plates) and your own body weight. Through the different variations, the training can be adapted for beginners as well as for advanced athletes. Everyone will reach their limits and will become fitter and stronger. So meet cool people and have fun! =) Please bring: Water bottle, sports-clothes and a fitness mat. We will also stay in one place in order to take care of your belongings. Meeting point: STADTPARK, "entrance-road" to Am Stadtpark "Zur Meierei, Steierereck" coordinates: 48.204636, 16.382232 - https://maps.app.goo.gl/sQAzoSttkiH8FWzaA We are looking forward to meeting you and to breaking a sweat together! Sporty regards, Geri

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

## **GenAI Community: Advanced Gen AI Edition** Cisco Systems Austria\, Vienna \| May 28th \| 17:30 Advanced Gen AI is moving beyond experimentation – and the focus is shifting towards real-world applications and scalable systems. Together with leading voices from Austria’s AI ecosystem, we will dive into advanced use cases, technical breakthroughs, and practical lessons learned when building and deploying next-generation AI systems. Hosted by Ruben Hetfleisch (AI Austria). *** ### **17:30 – Welcome & Opening** Hosted by Ruben Hetfleisch (AI Austria) → Setting the stage: from Gen AI hype to advanced real-world applications *** ### **17:40 –** eustella: Make Europe's Greatest Agent (MEGA) Jakob Steinschaden (AI Newsrooms Technology GmbH) *** ### **17:55 –** How to Compliance in times of GenAI (A knowledge graph approach) Lisa Katzenschlager (cdot) *** ### **18:10 –** AI Tools at Cisco: Discover Real-World Use Cases That Boost Adoption Stefan Honeder & Mustafa Rafie *** ### **18:20 –** AI Förderbuddy: Automizing funding proposals - an agentic approach Michael Neuberger *** ### **19:00 – Networking, Drinks & Conversations** → Meet the speakers, exchange ideas and connect with the AI community *** More speakers to be announced soon! *** 📍 **Location** Cisco Systems Austria, (Tegetthoffstraße 1, 1010 Wien) 🗓 **Date & Time** From 17:30 🎟 **Admission** Free & open to the community – limited seats

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!

**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

Topic to be announced. **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