Web Security

UX Vienna Evening Meetups are on the 2nd tuesday of every month — 12 times a year. Prepare for a concentrated dose of academic insight: four students from the User Experience Management Master’s programme will present the core findings of their latest thesis research in the style of lightning talks. A lightning talk is limited to a maximum of 10 minutes. **Lightning Talks:** **Collaboration between key roles in agile software projects** by [Thomas Theiner](https://www.linkedin.com/in/ttheiner/), Product Manager Network Security, Barracuda Role perceptions and communication influence collaboration between product management, software development, and user experience teams in agile environments. Based on interviews and survey insights, this talk highlights actionable best practices for improving alignment and enabling more effective cross-functional collaboration. **Co-creation with AI: The impact of AI-supported prototyping and live testing on co-creation within solution delivery teams** by [Raluca Chisalita](https://www.linkedin.com/in/raluca-chisalita-34627519a/), Technology Consultant (User Experience & Power Platform), Avanade This research investigates how AI-supported prototyping and live testing using Figma Make affect design co-creation within solution delivery teams compared with traditional, non-AI design workflows. The study was conducted within Avanade's corporate context, involving cross-functional teams of designers and developers. Retrospective experiences of participants in non-AI workshops, together with live workshops, are used to assess how AI affects clarity and confidence in design concepts, collaboration dynamics, and the speed or frequency of design iterations. **More Relevant Search Results: How Ad-Scoring and Relevance-Sorting can Increase User Satisfaction** by [Sina Benjamin Jonas](https://www.linkedin.com/in/sinabenjaminjonas/), UX Designer & Project Manager On willhaben’s second-hand fashion marketplace, this thesis examines how clearer, better-described product ads can rank higher in search results. It builds a simple scoring model for ad quality and plugs it into a new way of sorting the results. First tests show that the new model can increase overall satisfaction of potential buyers with minor UI and programmatic changes to the search results. **Navigating Compatibility with Confidence: Turning Technical Complexity into Usable Product Guidance** by [Angelika Loidolt](https://www.linkedin.com/in/angelika-loidolt/), Web Projekt Manager, Rascom A compatibility rating should help users decide — but when PC hardware becomes more complex, the rating itself can become a source of confusion. Through the case of Noctua, we take a look at how a CPU-specific cooler rating system can be revised to communicate performance and compatibility more clearly for modern CPUs. We explore how UX can turn technical complexity into guidance that helps users move from uncertainty to a confident product decision. \-\-\- Collaboratively we document each UX Vienna Evening Meetup at [https://UXvienna.at/ongoing/](https://uxvienna.at/ongoing/) \- Check out to see what kept us busy and what you might have missed so far\. UX Vienna announcements are available at [https://meetup.com/UXvienna](https://meetup.com/UXvienna). In addition you can follow us on [LinkedIn](https://www.linkedin.com/company/103220346). We are looking forward to seeing you!

Join us for an Apache Kafka® meetup on Tuesday, June 9th from 5:30 pm hosted by Austrian Post AG! **Not an official dress code, but if you're in the mood to bring your "beach party outfit" it would be nice!** 📍**Venue:** Austrian Post AG Rochusplatz 1 1030 Vienna 🗓 **Agenda:** * 5:30pm: Doors open * 5:30pm – 6:00pm: Drinks and networking * 6:00pm - 6:45pm: How to discover schemas and topics for your next domain service * 6:45pm - 7:30pm: Kafka on Kubernetes: Building a Full-Stack Streaming Environment with Strimzi * 7:30pm - 9:00pm: Additional Q&A, Snacks and Networking 💡 **Speaker One**: Nicola Narducci (Austrian Post), Lukas Peleska (Austrian Post) **Title of Talk:** How to discover schemas and topics for your next domain service **Abstract:** At the foundation of every event driven system are schemas and topics describing what data is flowing through your system. Nico and Lukas will show what it takes for topics and schemas to show up in EventCatalog for data discovery. This includes their GitOps approach, how versioning, reviews, and automation helps them maintain consistency, enable self‑service, and avoid breaking changes in production. **Bio:** **Nico** joined Austrian Post in 2021, contributing to and leading the Event Streaming Platform as Solution Architect. His academic roots are in Bologna Italy. He started working as a software engineer in a small software house in Italy before moving to Vienna. Outside of work, he enjoys biking, video games (especially AoE2), eating pizza and tinkering with anything that can be connected to a network **Lukas** started working for Austrian Post in 2024 as a Software Engineer for the Event Streaming Platform. In his career he has mostly worked in enterprise environments with reactive systems playing a significant part everywhere. His first interactions with Kafka were in 2017. When not delivering Kafka Messages at Post, he likes watching old movies at the cinema, playing the guitar and doing analog photography. 💡**Speaker Two**: Sahil Sharma **Title of Talk:** 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. **Bio:** **Sahil** is a Cloud & Platform Engineer focused on building resilient infrastructure at the intersection of Kubernetes and cloud-native technologies. (Contact: https://sahil.work) \*\*\* If you would like to speak or host our next event please let us know! [community@confluent.io](http://community@confluent.io/)

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! **Please arrive on time or during the break windows to avoid interrupting the focus sessions** 😊 **Focus schedule:** 9:30 AM – 10:20 AM → Focus Block 1 10:35 AM – 11:20 AM → Focus Block 2 11:35 AM – 12:25 PM → Focus Block 3 **If you expect to arrive late, please come during one of these break windows:** 10:20 AM – 10:35 AM 11:20 AM – 11:35 AM 12:25 PM – 1:00 PM for Lunch + Pitch Simple structure. Real progress. **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.

Hello everyone! It’s been long in the making, but finally all pieces have fallen into place and we’re beyond excited to announce a very special edition of our meetup on Tuesday, June 9th: **Shitty Robots & Weird Tools - with Mario & Armin**. These two speakers probably don’t even need an introduction in this community as it’s largely due to them and their buddy Peter that Austria/Vienna has become a well-known spot on the AI Engineering world map. Still, if you don’t know them yet, find the details about them below. **Mario** will kick off the meetup with a talk about a recent pet project of his, the **“Shitty Robot”**. Then **Armin** will talk about **“Weird Tools”** for coding agents. And we’ll make sure there will be room for plenty of questions from the audience. This announcement is very short-notice, as the **meetup is in just two days**, but we hope that despite that you'll be able to join us and listen in person to Mario and Armin's uniquely interesting takes on AI, before the World Cup and the summer months make such gatherings effectively impossible. Special thanks to **SQUER**, who have jumped in and generously offered us their office in the **9th district** to host this special event. Join us for an unforgettable evening with the **Austrian AI Engineering avant-garde**! \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Speakers \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- For the folks who don't know these two already 😉… * **Mario Zechner** (**@badlogicgames**) is the creator of Pi, a minimalist, self-modifying AI coding agent now stewarded by the startup Earendil, where he's a stakeholder and team member. Before AI, he built the popular cross-platform Java game framework libGDX and spent years on the animation tool Spine. Refreshingly blunt about the industry, Mario calls permission popups "security theater," warns about "token addiction," and tells engineers to slow down and treat agents as surgical tools. Blog: [https://mariozechner.at/](https://mariozechner.at/) * **Armin Ronacher** (**@mitsuhiko**) co-founded Earendil to build AI developer tooling, after a decade at Sentry where he was a very early engineer and rose to VP of Platform. He's best known as the creator of Flask, the Python microframework that famously began as a 2010 April Fool's joke, and of the Jinja template engine, alongside a long line of Pallets and Rust projects. A prolific blogger and frequent speaker, he's openly skeptical of AI hype while building squarely within it. Blog: [https://lucumr.pocoo.org/](https://lucumr.pocoo.org/) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Schedule \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 18:00 - Doors open: get together with food and beverages 18:30 - Welcome talk by SQUER 18:45 - "How to build a Shitty Robot - Euromaxxing local models" (Mario Zechner) 19:30 - Break 19:45 - "Weird Tools - What happens if you give your coding agent weird tools?" (Armin Ronacher) 20:30 - More drinks & networking. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Location \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- SQUER Solutions GmbH Althanstraße 4/3/63 1090 Vienna \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Sponsor \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- This event is generously sponsored by **SQUER**, a Vienna and Munich-based IT consultancy specialized in software transformation and AI-native development. 🙏 SQUER works with engineering teams across the DACH region to modernize architectures, enable AI workflows, and build the technical foundation for sustainable digital change. Sponsoring the Vienna AI Engineering Meetup reflects SQUER's commitment to shaping a strong AI engineering community in and around 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

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.”

Do you suffer from stage fright? Do you want to improve your English speaking skills? Do you like socializing with great people? Embrace the opportunity to become a compelling communicator, fostering meaningful connections and leaving a lasting impression on any crowd. Your journey to becoming a captivating speaker starts here! Don't miss out on this life-changing opportunity — visit the Vienna Speakers Club as a guest! *** **What is Toastmasters?** Toastmasters International is a nonprofit educational organization that teaches public speaking and leadership skills through a worldwide network of clubs. Headquartered in Englewood, Colorado, the organization's membership exceeds 300,000 in more than 15,800 clubs in 149 countries. Since 1924, Toastmasters International has helped people from diverse backgrounds become more confident speakers, communicators, and leaders. *** We meet every 2nd and 4th Tuesday of each month and specifically emphasize on having fun and enjoying the growth process. By participating in this event, you consent to the Vienna Speakers Club (Toastmasters) taking pictures and videos during the session. These may be published on the club’s social media channels (Facebook, LinkedIn, Instagram, WhatsApp) for promotional and documentation purposes. If you do not wish to be photographed or recorded, please inform the club organizers at the beginning of the session. Your preferences will be respected.

**Hey everybody!** Do you want to code together, share your projects, or just hang out in a creative atmosphere? Then join us at the **Coding Club @ Jo&Joe Hostel**! We usually start with a short introduction round so everyone can get to know each other. After that, you can: * share your achievements or pet projects (informal, just at the table) * get feedback or inspiration from others * or simply work on your own project alongside the group Bring your laptop (or any device you like to code on) if you want to actively work. Or just come by to connect and get inspired. Please try to be on time so we can kick things off together. Looking forward to seeing you there! 🚀

**AGENTIC AI NIGHT** *AI Agents · Agentic Mesh · Agentic Swarm* Welcome to Agentic AI Night — an evening dedicated to the next frontier of artificial intelligence: autonomous AI agents. Join us at Web3 Hub Vienna for live demos, deep dives, and hands-on presentations exploring how AI agents are reshaping the way we build, communicate, and automate. From voice agents and agentic workflows to swarm intelligence and mesh architectures — this is where theory meets real-world application. *** **WHAT TO EXPECT** Each talk is 10 minutes + 5 min Q&A, moderated by Ruben Hetfleisch (AI Austria) and Ed Prinz (DLT Austria). Language: English. *** **AGENDA** 🕔 17:00 — Doors Open 🎤 17:30 — Welcome & Opening → Ruben Hetfleisch (AI Austria) & Ed Prinz (DLT Austria) 🎤 17:40 — How I got #1 at the Secure Personal Agent Hackathon → Bernhard Götzendorfer (AI Factory) 🎤 17:55 — Showing Political Bias in LLMs – The LLM Bias Watcher → Felix Krause (Klartext AI, AI Impact Mission) 🎤 18:10 — Agentic AI in the Real World: From Hype to Revenue → Ed Prinz (Co-Founder & CEO, NEOB Technology) 🎤 18:25 — Agentic Mesh: Connecting Autonomous AI Systems → Hernán Villamizar (EY) 🔜 3 more speakers to be announced soon 🍹 19:00 — Networking, Drinks & Conversations Drinks and snacks included. The perfect setting to connect with builders, founders, and AI enthusiasts from the Vienna tech scene and beyond. *** **DETAILS** 📅 June 10, 2026 🕔 Doors open at 5:00 PM — until Midnight 📍 Donau-City-Straße 3, 1220 Vienna The Web3 Hub Vienna is located in DC Tower 3 (District Working & Event Venue *https://maps.app.goo.gl/QS2KCPaiid3yr7gR6)*, one of Vienna's leading technology centers, surrounded by renowned companies such as PwC, EY, Oracle, Iteratec, Tech Talk and many others. 🌐 Language: English Hosted by **NEOB Technology** and **Web3 Hub Vienna** In cooperation with **EY** and **AI Austria**

**An open WordPress MeetUp. Questions, problems, speaker and ideas wanted: Tell us about Your work, WordPress-/e-commerce-projects, agency, initiative!** **After the MeetUp we change to the restaurant „Stuwer“ close by.** **See you in Vienna! 🍻** **★ Speaker wanted! Please contact** [Dominik Liss](https://www.meetup.com/de-DE/members/246758606/) **★ Hosts:** [Martin Mucha](https://www.meetup.com/de-DE/members/197717198/)**,** [Helmut Wandl](https://www.meetup.com/de-DE/members/262238827/) **&** [Dominik Liss](https://www.meetup.com/de-DE/members/246758606/) **🕡 18:30 live, SAE-Vienna, Kaisersaal** **🕘 20:45 Lokalwechsel zum „Stuwer“ am Schottentor,** [https://stuwer.com](https://stuwer.com) **\*****\*****\*** **Many thanks to our sponsors:** **💛 Martin Mucha e.U.** [https://martinmucha.at](https://martinmucha.at) **🩵 Helmut Wandl** [https://helmutwandl.com](https://helmutwandl.com) **💜 Dominik Liss** [https://dominikliss.com](https://dominikliss.com) **💚 WP-Stars – WordPress agency for complex platforms, e-commerce and website.** [https://wp-stars.com](https://wp-stars.com) **🧡 SAE – Austria's leading addresses for education and training in the media sector.** [https://sae.at](https://sae.at) **\*****\*****\***

Hi Deep Learners, We are happy to announce one more Vienna Deep Learning Meetup before the summer break: on **June 10** at ÖBB. We will again have two talks: Agentic AI in Production and Exploratory Causal Inference. \*\*\* **Agenda:** * 18:15 Arrival * 18:30 **Introduction** by the meetup organizers * **Welcome** by the host: ÖBB * 18:45 **Talk 1: Agentic AI Systems in Production: Best Practices, Challenges & Lessons Learned** by Hilda Kosorus (*Onefold AI*) * 19:30 **Announcements** * **Networking Break** * 20:00 **Talk 2:** **Scaling Empiricism in Artificial Causal Inference** by Riccardo Cadei *(ISTA)* * 20:30 **Networking** * \~21:30 **Wrap up & End** \*\*\* **Talk Details:** \-\-\-\-\-\-\-\-\-\-\-\-\-\- **Talk 1:** **Agentic AI Systems in Production: Best Practices, Challenges & Lessons Learned** Building agentic AI systems that work in production is harder than the demos suggest. Real users, real data, and real edge cases surface challenges that don't show up in most tutorials. We must consider orchestration trade-offs, observability gaps, evaluation strategy, latency and cost realities. There's constant tension between giving agents autonomy and keeping them under control. In this talk, we share what we've learned shipping agentic systems end-to-end. We'll walk through how our architectures evolved and the trade-offs behind each shift, and we'll be honest about which frameworks — such as LangGraph, LangChain, Langfuse — earned their place in our stack. Expect architecture diagrams and the patterns we now apply to lead our custom projects to success. **About the speaker:** We are Onefold AI — Tobi, Csenge, and Hilda. We combine deep LLM engineering with a research foundation, years of data science work, and multiple agentic systems shipped end-to-end into production. Our recent projects span compliance and audit automation, multi-agent workspaces for food scientists, and our own product development — all building on the hard-won lessons we'll share in this session. **Talk 2:** **Scaling Empiricism in Artificial Causal Inference** Randomized trials are the gold standard of empirical science, yet their analysis still hinges on hand-crafted hypotheses: the investigator has to decide upfront what to measure and whom to compare, often anchoring on familiar narratives. A paradigm shift is now within reach: modern trials measure more, and representation learning gives us the tools to scale the reading accordingly. In this talk, I will present two algorithms I developed to bridge this richer measurement to causal claims, e.g., scientific discoveries or policy guidelines. Neural Effect Search (NES) identifies the latent effects of a treatment from unstructured outcomes. Neural EXposure Interaction Search (NEXIS) identifies an interpretable and prescriptive characterization of effect heterogeneity. I will illustrate both through real-world deployments in experimental ecology and development economics. **About the speaker:** Riccardo Cadei is an ELLIS PhD student at ISTA with a growing record of foundational, methodological, and applied contributions to Causal Inference and AI for Science. He actively collaborates with biologists, neuroscientists, economists, and public-health researchers, translating his vision of Artificial Causal Inference into concrete scientific workflows. We are looking forward to welcoming you at our last meetup before summer! Your VDLM organizer team

After a great kickoff, the Vienna OpenSearch community continues to grow. If you’re into search, logs, or anything around data and observability, come hang out, exchange ideas, and meet like-minded people. No matter if you're an expert or just curious, you’re welcome. This edition is about practical AI-assisted operations: exploring how operational workflows, data analysis, and troubleshooting can be supported through modern AI tooling and agentic runtimes. **[RISE](https://www.rise-world.com/de/)** is happy to host the evening with free drinks and snacks — just bring your curiosity and good vibes! **Agenda** * 6:00pm - 6:15pm - Open Doors & Welcome Notes * 6:15pm - 7:00pm - Talk 1 (David Riepl, RISE GmbH) * 7:00pm - 7:30pm - Break (Drinks and Snacks) * 7:30pm - 8:15pm - Talk 2 (Max Scharizer, RISE GmbH) * 8:20pm - 9:00pm - Networking (Drinks and Snacks) **Location** RISE GmbH, Wiedner Hauptstrasse 68, 1st Floor 1040 - Vienna --> [https://maps.app.goo.gl/ZJf4MGgZffdgTxtH8](https://maps.app.goo.gl/cNb63cW7hiQcNQ5v7) **Speakers and Sessions** **Talk 1:** **From ChatOps to Agentic Ops: Building Operational AI Workflows on OpenSearch** AI-assisted operations are evolving beyond simple chat interfaces. This hands-on session explores the path from ChatOps toward Agentic Operations using OpenSearch as a data platform and OpenCode as the agentic runtime. We will demonstrate practical operational AI workflows hands-on in complex multi-tenant OpenSearch environments. Along the way, we will critically examine where AI-driven operations provide real value and where they introduce new complexity. **David Riepl** is a System Engineer at RISE, specializing in product development for log analysis and security monitoring. With over 15 years of experience in the field IT operations, he has developed expertise in designing and implementing highly available systems, implementing comprehensive application and security monitoring strategies for complex IT environments. **Talk 2:** **Root Cause Analysis of OpenSearch Clusters with the Model Context Protocol (MCP)** In this talk, we will take a look at MCP - a very well established AI protocol - and show how it can help us to conduct Root Cause Analysis on OpenSearch Clusters. **Max Scharizer** is a Systems Engineer at RISE, specializing in Monitoring & Observability, Kubernetes and Container Platforms.

We'd like to invite you to our fourth installation for the Cloud Native Vienna MeetUps in 2026! Again we'll have two deep-dive talks and time to network and chat with friends in the Viennese cloud native community. A big thank you to **WKO Inhouse GmbH** for hosting us and providing food and drinks! **Agenda:** * **17:30:** Doors Open & Networking * **17:55:** Welcome from the Organizers * **18:00:** **Talk 1:** Rober Klonner (WKO Inhouse GmbH) **GitOps Visibility: Precise Argo CD diffs on every Pull Request** * **18:45:** Break & Refreshments * **19:00:** **Talk 2:** Thomas Hanser (Untis GmbH) **The Untis Platform Engineering Journey: GitOps Multi-Tenancy with Flux, GitLab, and Friends** * **19:45:** Open Networking We look forward to seeing you there! \-\-\- **Talks:** Rober Klonner (WKO Inhouse Gmbh) **GitOps Visibility: Precise Argo CD diffs on every Pull Request** Today's GitOps deployments are generated through layers of templating - Helm charts, Kustomize or ApplicationSets. Modifying these abstractions and trying to mentally render the output is error-prone. This talk introduces a method that uses Argo CD itself to render accurate diffs of Helm charts and Kustomize overlays between branches and posts the result directly on your pull request. We'll walk through a production setup using the Argo CD Operator, Argo CD Diff Preview, and GitLab CI, optimized for performance, minimal maintenance, and security. Through real-world use cases, we'll show what issues this approach catches before they hit your cluster. Thomas Hanser (Untis GmbH) **The Untis Platform Engineering Journey: GitOps Multi-Tenancy with Flux, GitLab, and Friends** Operating in the European education sector means juggling compliance, student privacy and massive traffic spikes when school starts. Historically at Untis, keeping this running in production was the burden of a single operations team. This session details our transition to an automated, multi-tenant GitOps platform managing a fleet of internal and external Kubernetes clusters. We share our approach of building a platform that gives product teams actual autonomy without compromising on security or control: * **Structured Multi-Tenancy:** Mapping GitLab groups to namespaced tenant projects using Flux’s multi-tenant model. * **Secure Access Control:** Leveraging the GitLab Agent for Kubernetes to enable scoped, declarative self-service cluster access. * **Flexible Delivery Models:** Supporting multiple decentralized deployment strategies by balancing governance and freedom for both internal teams and external guest environments. Prepare for an honest demonstration of challenges like managing secret lifecycles across a growing fleet, moving from script-driven tenant onboarding to true automated self-service, and wrestling with the classic "chicken-and-egg" problems of bootstrapping Flux and handling GitOps release management.

We are pleased to welcome **Eva Flonner** from UNIQA Insurance Group to present an R package for health insurance. Join us to explore how R can be put to work in actuarial practice, from data to modeling to simulation. As we promote gender diversity and inclusion in the R community, all genders and skill levels in R are welcome! **ℹ️ Abstract** **HePriceR** is an R package for health insurance pricing that provides a framework for modeling expected claims and their uncertainty. The package consolidates classical actuarial approaches with modern statistical modeling, enabling transparent, reproducible, and extensible actuarial workflows. The core focus of HePriceR lies in the estimation of expected claims and their uncertainty. It implements multiple methodological approaches, including the Rusam method for expected claims, as well as comprehensive frequency–severity modeling. The package further provides technical implementations for common product design features, such as deductibles, sublimits, and benefit caps, ensuring that modeled claim distributions align with contractual reality. From a software design perspective, HePriceR relies on a structured system of S3 classes and methods, including dedicated hpr_pricing_data objects and corresponding fit objects. This design enables consistent handling of data, fitted models, diagnostics, and downstream simulation. On top of the fitted models, the package offers Monte Carlo simulation capabilities. Overall, HePriceR provides a cohesive actuarial toolkit that bridges actuarial methodology and statistical modeling, supporting both daily operations and advanced analytical use cases. This package is based on joint work with Herr Kompott. **🗺️ Location** Seminar Room DC red 07 / Sem.R. DC rot 07 (DC07A15) 7th floor, red area TU Wien Freihaus Wiedner Hauptstraße 8-10, 1040 Vienna ([map](https://maps.app.goo.gl/N8PSCZfdi97KirFY6)) **📍 How to find us** In the red area of TU Wien Freihaus, take the lift to the 7th floor. After exiting the lift, turn right and walk through the door. The seminar room will be on your left. Use this [floor plan](https://maps.tuwien.ac.at/?q=DC07A15#map) to help locate the room.

**TBA**

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

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

**PLEASE READ THE FOLLOWING IMPORTANT NOTES:** 1. The dates for this series are simply placeholders at the moment. We are working on our 2026 schedule, and adjustments are forthcoming. 2. Each class in this series has an attendance fee. 3. Each class, from BOTH a sign-up and fee perspective, is a separate entity. 4. As the Etch toolset evolves, so too will the class outline below. **Introduction:** Our Site Building with Etch class provides detailed instructions on the philosophy of the Etch development framework, as well as in-depth, hands-on instruction on using the Etch environment and associated tools. Anyone familiar with Kevin Geary and the Digital Gravy set of products will tell you that they offer ground-breaking approaches to professional WordPress site development. As we write this, the Etch toolset and environment are rapidly taking shape, with weekly quantum leaps forward in WordPress development methodologies. As early investors in the Etch product offering and its development process, we are actively testing and evaluating the toolset as it takes shape. We are beyond excited to see how WordPress site development is being modernized, and can't wait to bring this course set to you. It will be a paradigm shift in page and site development within WordPress, as well as moving your development mindset light-years forward. Join us as we explore Etch and dive deep into development approaches that will genuinely elevate your craft as a website developer and agency provider. Scalable, responsive, compliant websites are now within easy reach, and Etch provides both the platform and toolset to take you there. **The breakdown of the 10-class series is as follows:** * Class 01 - TBD * Class 02 - TBD * Class 03 - TBD * Class 04 - TBD * Class 05 - TBD * Class 06 - TBD * Class 07 - TBD * Class 08 - TBD * Class 09 - TBD * Class 10 - TBD Throughout the class sessions listed above, we cover the following key areas of web development with Etch: * **Introduction to Etch Interface:** * Familiarization with the toolset's layout and understanding how to navigate and interact with its various components. * **Visual Site Building:** * Techniques for creating layouts using Etch's interface, incorporating sections, divs, containers, and elements to build semantically correct page structures. * **Styling and Design:** * Utilizing Etch's styling approach to customize elements, apply global CSS classes for consistent design, and leverage features like Flexbox and CSS Grid for responsive layouts. * **Dynamic Content and Custom Fields:** * Integrating dynamic content from custom post types and custom field plugins (like ACF, Meta Box, and even built-in fields) to build data-driven websites. * **Component Building:** * Creating and managing reusable components for headers, footers, post type layouts, and other site-wide elements. * **Performance Optimization:** * Understanding how Etch contributes to fast-loading websites and implementing performance best practices. * **Advanced Features:** * Depending on the class level, it might delve into advanced topics such as conditional logic, interactions, and custom code integration to enable more complex functionality. The series aims to equip participants with the skills to efficiently build, customize, and maintain WordPress websites using Etch, catering to both beginners and experienced web developers alike.

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!

Please see below for this event's description. **Visit our [Eventbrite page](https://www.eventbrite.ca/e/owasp-toronto-june-2026-tickets-1991326120030?aff=oddtdtcreator) to RSVP!** **Hybrid event:** * In-person: Security Compass, 325 Front Street West, Unit 103, Toronto, ON M5V 2Y1 * Livestream: https://www.youtube.com/watch?v=H5aZ_CwYEus Doors open at 6:00 PM. Presentation/livestream starts at 6:30 PM **Description:** AI split AppSec into two attack surfaces: your code, and the code factory that produces it—coding agents, the models and MCP tools they call, the developer environment itself. With exploits now landing in under ten hours and vulnerabilities shipping from more authors than ever, this talk lays out a staged path to a "Mythos-ready" program—reprioritizing around reachable risk, accelerating remediation, and securing the AI-SDLC—and argues security should stop filing tickets and start shipping fixes.

http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg Instructor - Crow, HPS Class fee is $30 at the door or approved exchange RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642. Reservations made directly to Enchanted Elements will be added to the class list manually not online. Private Instruction ~ Closed to the Public ~ Initiated Members Only Please come prepared for ritual. Blessings ~ Crow