Data Architecture

**Um was geht es dieses mal?** **Barrierefreiheit automatisiert testen - Anna Maier (codecentric)** "Barrierefreiheit – ein Produkt für alle nutzbar machen - ist ein komplexes Thema. Bei der Entwicklung barrierefreier Software müssen viele Anforderungen berücksichtigt werden. Ein großes Problem ist, dass das Testen ein weitgehend ein manueller Prozess ist. Das kollidiert mit den schnellen Veröffentlichungszyklen moderner Software. Wie können wir unser Tempo beibehalten und gleichzeitig sicherstellen, dass das Produkt zugänglich bleibt? In diesem Vortrag gebe ich euch das Handwerkszeug, um euch in Hinblick auf Barrierefreiheit besser abzusichern. Dabei lernen wir zunächst automatische Tools und ihre Möglichkeiten und Grenzen kennen. Danach schauen wir auf Strategien zum Schreiben eigener Tests mit gängigen Testframeworks. Abschließend schauen wir uns an, wie KI uns in dieser Hinsicht unterstützen kann" **Hybrides Setup!** Wir freuen uns, euch bei uns in den Räumen der codecentric AG in Dortmund willkommen zu heißen. Vor Ort versorgen wir euch mit Snacks und Getränken und freuen uns gleichzeitig über interessante Diskussionen und einen guten Austausch. Für alle, die es nicht zu uns ins Office schaffen, werden wir das Meetup Hybrid durchführen. Der Stream beginnt ca. 10 Minuten später, damit wir vor Ort ausreichend Möglichkeit für persönliches Kennenlernen haben. Den Live-Stream findet ihr auf dem [YouTube-Channel](https://www.youtube.com/@codecentricAG) der codecentric AG. **Wichtig - Absage bitte rechtzeitig:** Wir bestellen das Essen bereits 3 Tage vor dem Meetup. Falls ihr doch verhindert sein solltet, bitten wir euch um eine rechtzeitige Absage. Das ist wichtig, damit wir nicht unnötig Essen verschwenden müssen. Vielen Dank für euer Verständnis! **Anreise:** Per Zug: Vom Dortmunder HBF sind es ca. 10 Minuten zu Fuß. Mit dem Auto: Rund um das Office gibt es einige Parkflächen, dazu befinden sich in dem Parkhaus der Thier-Galerie weitere Parkplätze.

Welcome to the age of the Agentic Stack, where we bridge the gap between deterministic engineering and the new frontier of autonomous systems. We’ll explore how to build AI agents that fulfill the security, reliability, and automation requirements for the enterprise, and how the entire Software Development Life Cycle (SDLC) is being rebuilt from the ground up by agentic IDEs. **THIS MEETUP will be in ENGLISH and HYBRID\. \|** Zoom Link is visible for remote attendees after registration. **\*\*\* AGENDA \*\*\*** * 6:30\-7:00 PM \| Doors open\. Grab some snacks & drinks\. * 7:00 PM \| Welcome & Intro **Start of the hybrid meetup** * 7:05 PM \| **The Software Development Life Cycle (SDLC) in the age of AI Agents** by Harald Seipp (Principal Client Engineering EMEA Solution Architect & STSM at IBM) & Thomas Südbröcker (Senior Engineer and Solution Architect at IBM) * around 8:05 PM \| **Mastering Multi-Agent Systems with the Agentic Layer** \- Florian Mallmann \(Senior Software Engineer at QAware\) * afterwards: More snacks & drinks, and a lot of time for networking with all attendees and speakers. **\*\*\* ABSTRACTS \*\*\*** **The Software Development Life Cycle (SDLC) in the age of AI Agents - Harald Seipp (Principal Client Engineering EMEA Solution Architect & STSM at IBM) & Thomas Südbröcker (Senior Engineer and Solution Architect at IBM)** This session explores how agentic AI is reshaping every phase of the Software Development Life Cycle (SDLC), transforming development workflows from requirements gathering to maintenance. Using IBM’s perspective on agentic IDEs, the presentation demonstrates how AI‑driven tools can autonomously understand context, plan and execute multi‑step tasks, generate code and tests, refactor across entire codebases, and assist in deployment and troubleshooting. Attendees will learn how these capabilities reshape developer roles, accelerate solution workshops and pilot builds, and enable teams to deliver more with fewer resources. Risks, best practices, and the evolving future of autonomous SDLC pipelines are also discussed, offering a pragmatic view of how to adopt agentic development responsibly and effectively. If time permits, we can also provide a brief look at agentic Ops, including a Kubernetes cluster administration live demonstration. **Mastering Multi-Agent Systems with the Agentic Layer - Florian Mallmann (Senior Software Engineer at QAware)** The software landscape is undergoing a paradigm shift. Agentic AI. While microservices operate deterministically, AI agents act probabilistically and often unpredictably, making them autonomous. This presents a significant challenge for platform engineers and DevOps teams. In this talk, we will demonstrate how our open source [Agentic Layer](https://github.com/agentic-layer) helps to develop agents that meet high enterprise standards for security and reliability. We will showcase a live demonstration of three critical pillars for robust AI development: * **Workload Orchestration:** Discover how we define modular agent logics and chain them together to create highly efficient, scalable workflows. * **Quality Plane (Testability):** Say goodbye to the "prompt lottery." We will demo how to implement automated test cases that make the output quality and logical correctness of your agents objectively measurable. * **Compliance Plane (Guardrails):** See "security through technology" in action. We'll show you how to write and deploy real-time guardrails that prevent personally identifiable information (PII) leaks and ensure strict adherence to regulatory requirements. Whether you are building your first agent or scaling an existing system, this live demo will give you practical insights into deploying safe, predictable, and high-performing AI applications. \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* Please note that photos are taken during the meetup. If you do not want to appear in the photos, please contact the meetup team at the beginning of the event. \*\*\* Während unserer Meetups werden Fotos aufgenommen. Falls du nicht auf den Fotos erscheinen möchtest, sprich bitte zu Beginn der Veranstaltung mit unserem Meetup Team.

**DSTI AWS SBG – Build an End-to-End Data Analytics Pipeline on AWS** ***(Paris Campus / Online)*** Ready to turn raw data into actionable insights using AWS? Join us for our next AWS Cloud Club event at DSTI Paris and discover how modern data analytics pipelines are built in the cloud. In this hands-on workshop, you'll work with several AWS services to collect, process, transform, and visualize data through a complete serverless analytics workflow. 📅 Tuesday 9th June 🕒 16h30 – 18h (CET) 📍 DSTI Paris Campus & Online 🔍 **What we'll cover:** 🪣 **Store Your Data** Upload and organize datasets using Amazon S3, the foundation of many AWS data architectures. ⚡ **Automate Data Processing** Use **AWS Lambda** to trigger and automate data workflows without managing servers. 🔄 **Prepare & Catalog Your Data** Discover **AWS Glue** to crawl, catalog, and transform raw data into analysis-ready datasets. 📊 **Visualize Business Insights** Build interactive dashboards with **Amazon QuickSight** and turn data into meaningful visual stories. 🎁 **Bonus:** We'll finish with a short interactive quiz and some AWS goodies to win! 👀 🎯 **Why join?** * Gain hands-on experience with AWS analytics services * Build a complete cloud-based data pipeline * Learn how data flows from storage to visualization * Strengthen your Data Analyst, Data Engineer, and Data Science skills * Add a practical AWS project to your portfolio * Network with fellow DSTI students and cloud enthusiasts Whether you're into DA, DS, DE, AI, or simply curious about cloud technologies, this workshop will help you understand how modern organizations transform data into business value using AWS. Let's ingest, transform, visualize, and unlock insights together! 🚀

**Welcome to our June UX Beers in Brussels!** This time, we will host our event on Tuesday the 9th of June at [DUX](https://www.dux.agency) in Brussels. [Ariad](https://www.ariadgroup.com/) and [Creative Skills](https://www.creativeskills.be/) sponsor our events. 📺 Follow the event online? We stream live via [Youtube](https://www.youtube.com/watch?v=EBqyTDAyQBw) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- \#\#\# UX TALKS **Talks:** **Speaker 1: Remy Florean** **The Stakes of UX Research: Consequences, impact, politics...** UX research is never “just” about testing interfaces, it shapes decisions, influences stakeholders, and can have very real business and human consequences. In this talk, Remy Florean explores how the way we communicate research findings must adapt to different audiences. He will also dive into the political dimension of UX research, where insights can become powerful tools in broader organizational dynamics. **Speaker panel 2: Sacha Kocovski, David Morgan, Joannes Vermeulen & Kathleen Van den Keybus** **Surviving the evolution of the UX industry.** *Moderated by Karol Dulat* The UX industry is changing fast. AI, shifting business priorities, and evolving roles are reshaping design and research in real time. Join a conversation with Belgian UX and Research leaders on how UX professionals can adapt, survive, and grow in this new era. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- \#\#\# SCHEDULE 18:00 - Doors open. Drinks & snacks 19.00 - 19.15 - Introduction to UX Belgium Meetup, announcements 19.15 - 19:50 - Talk #1 19:50 -20:10 - BREAK 20:10 - 21:00 - Talk #2 20:45 - 21:30 - Socialize \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- \#\#\# SLACK CHANNEL We have our own UX Belgium slack channel. [Come join us and say hi!](https://join.slack.com/t/ux-belgium/shared_invite/zt-1bjpnuiog-T4Di4flXYPWgbT9KrZ53CA) \*\*\* \#\#\# YOUTUBE CHANNEL All our livestreams and talks are recorded and available on our [UX Belgium youtube channel](https://www.youtube.com/channel/UCno7V18T-EglYXprgrUZQ7A). \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- \#\#\# ABOUT UX BELGIUM UX Belgium is a growing community of User Experience (UX) professionals in and around Belgium. Look for these types of events: UX Beers Periodically, we gather at a different company, agency or venue to drink beers, network and listen to speakers on various themes in the world of UX and digital design. UX Antwerp: Each last Tuesday of the month UX Brussels: Each second Tuesday of the month, 4x per year UX Hasselt: 4x per year UX Workshops Now and then we organize events to dive deeper into specific skills and techniques in UX. These are smaller, hands-on workshops designed to boost your UX toolbox. \*\*\* The UX Belgium Meetup Team

**3D Workshop** * **Ontwerpen met Fusion360** * **Scannen in 3D** * **Het gebruik van 3D printers** **Je bent nu welkom in de nieuwe locatie NewTechPark** Je kunt ook online aan deze fysieke bijeenkomst deelnemen. De bijeenkomst is dan op de locatie te volgen. Als je [hier](w.j.put@hccnet.nl) vooraf een mailtje stuurt kun je dinsdagavond tussen 19.00 en 20.00 uur inloggen met Jitsi voor vragen, of ter kennismaking met hcc!3D. Online neem je deel aan de bijeenkomst met [https://wij.hcc.nl/3D](https://wij.hcc.nl/3D) [(Alleen toegang als je zichtbaar bent met voor- en achternaam. )](https://wij.hcc.nl/3d)

Axxes IT opens his door for this meetup. We’re back! A brand-new edition of the Dutch Angular meetup, and this time we have two speakers you definitely don’t want to miss. 18:00 — Doors open & 🍕 Pizza, drinks and catching up 18:30 — Welcome 18:30 Rutger Van Der Auwera **AI-Native SDLC: Vibe Coding Meets Enterprise Reality** How is AI changing the way we design, build, and maintain enterprise Angular applications? In this talk, we dive into an AI-native Software Development Lifecycle where tools like copilots, agents, and vibe coding come together with the reality of large-scale enterprise platforms. 19:30 – Sander Elias **New release of Angular v22** Sander will take us through the current state of Angular. Where do we stand, what features are available, and when should you use what? No dry summaries here, but a clear overview with plenty of room for questions and discussion. Got a burning question you’ve been sitting on for a while? This is your chance. 20:30 — Q&A 20:45 — Drinks & mingling: As always, the bar will open afterward, the conversations will keep flowing, and sometimes the best talks happen right next to the projector.

Op 9 juni 2026 organiseren we Copilot Connect: Powering Marketing & Sales, een editie speciaal voor professionals in marketing en sales. Centraal staat de vraag: hoe zet je Microsoft Copilot slim in om je werk als marketeer of salesprofessional te versterken? We delen praktijkervaringen, gaan in op concrete toepassingen en kijken samen vooruit. Wat werkt al, wat zijn de uitdagingen, en hoe haal je meer uit Copilot in jouw dagelijkse werkpraktijk? Deze editie organiseren we samen met C4S (Copilot 4 Sales), experts in het toepassen van AI binnen sales en marketing. **👥 Voor wie is dit event?** Dit event is interessant voor: * Marketeers en salesprofessionals die Copilot willen inzetten in hun dagelijkse werk * Managers en beslissers die willen ontdekken wat AI betekent voor hun marketing- en salesteams * IT- en adoptieconsultants die klanten begeleiden in marketing- en salescontexten * Microsoft-partners en concullega's binnen het ecosysteem **🎤 Sprekers** * Eelco van Buchem en Pierre Vanderfeesten over AI als motor voor sales en marketing * Roland Driesen over wat AI strategisch betekent voor commerciële teams **📍 Praktische informatie** **📅 Datum:** Dinsdag 9 juni 2026 **📍 Locatie:** Brthrs, Plompetorengracht 4, Utrecht **🍽️ Eten en drinken:** Inbegrepen **⏰ Tijdschema:** 17\.00 uur: Inloop \| 17\.30 uur: Diner \| 18\.00 uur: Start sessies **🤝 Over Copilot Connect** Copilot Connect is een community voor iedereen die verder wil met Copilot. We brengen mensen samen om kennis te delen, vragen te stellen en van elkaar te leren. Praktisch, open en community-gedreven. Meld je aan en sluit je aan bij de Copilot Connect community. *Let op: dit evenement is Nederlandstalig.*

This hike is one you don’t want to miss! It offers a lot of variety on a relatively short distance. From train station Rhenen, we will cross the river and walk along it for a while, until we cross it again by ferry, taking us to the beautiful wetlands of the ‘Blauwe Kamer’, where we might encounter all kinds of wildlife. After a break, we will continue to climb the Grebbeberg, a 52 meter peak in the hilly forest, towering above the river. We will then return to Rhenen, with the option of visiting this pittoresque old town. **Where to meet**: we will meet at **10.30am** at train station Rhenen. This train station can be reached by Sprinter train from Utrecht Centraal. **This hike is fully booked.** [You may register for a place on the waitlist on my website.](https://rewildyourself.nu/dutch-nature-hikes/)

**Agenda:** 17.00 - 18.00 Walk-in + Dinner 18.00 -19.00 **Fabric automated documentation** 19.00 -19.30 Short break 19.30 - 20.30 **How to get the most out of Fabric Data Factory** 20.30 - 21.00 Round-up and drinks **Sessions & Speakers** **Fabric automated documentation:** by Marco Hansma, Data Architect & Head of Data Engineering and Michael Wanzik, AI & Data Engineer **Session abstract** Documentation matters, but in practice it's often the first thing that gets neglected. It takes time, becomes outdated quickly, and feels like an administrative burden for many teams. In this session, we show how to approach this differently using Microsoft Fabric and AI not by adding yet another process, but by letting documentation emerge automatically as part of your normal data work. Through a live demo, we show how documentation is generated automatically, stays current, and is immediately useful for data engineers, BI specialists, architects, and business stakeholders. Think technical documentation, functional explanations, lineage context, and descriptions that helps people understand and use data faster and more effectively. We also cover how to handle this across different environments: from open innovation settings to organizations with strict security and compliance requirements. After this session, you'll leave with a clear picture of how AI can transform documentation from a forgotten afterthought into a natural part of your data platform. **Who is this for?** Data engineers, BI specialists, data architects, analytics engineers, platform teams, and anyone working with Microsoft Fabric or responsible for improving data governance. **What you'll take away** * How AI can automatically generate documentation within your data platform * How Microsoft Fabric can serve as the foundation for this * A practical example you can immediately apply to your own organization * How to get started, even in strictly secured environments **Session 2:** **How to get the most out of Fabric Data Factory** by Jeroen Luitwieler, Senior Product Manager, Microsoft As always, we're looking for speakers. So, if you have an interesting story to share, please submit your session to our [Call for Speakers](https://sessionize.com/dutch-fabric-user-group-2026/) If you're a first-time speaker, don't worry! We are more than happy to help you taking your first steps in the wonderful world of public speaking. Also, for all sessions submitted and not selected, we will keep a list of all sessions for future events.

**Join us for the very first LGBTQIA+ Book Club Arnhem 📚🌈** For our first read, we’ll be discussing Giovanni’s Room by James Baldwin — a queer literary classic exploring identity, love, shame, and belonging. Whether you’ve finished the book, are halfway through, or just want to meet new people in a relaxed and welcoming space, you’re very welcome. No academic pressure — just thoughtful conversation, community, and good vibes. ✨ What you can expect: • A welcoming and LGBTQIA+ friendly environment • Relaxed group discussion about the book and its themes • A mix of literature, conversation, and social connection • Space to share your thoughts openly — or simply listen • Community and good vibes 🌈 📍 Arnhem Libertas or De Kurk (final venue TBC) 🕖 Time: Wednesday, June 10th @ 19:00 📖 Book of the month: *Giovanni’s Room* — James Baldwin ☕ LGBTQIA+ friendly & inclusive 👥 Capacity: To help keep the discussion relaxed and meaningful, this first meetup will be limited to a maximum of 10 attendees. Please only register if you will attend, as there are limited spots and ideally we want everyone to have enough time to read the book. ☺️ Everyone is welcome, including first-time book club attendees. Hope this becomes a warm and inclusive space for LGBTQIA+ readers, conversations, and community in Arnhem 💛

Ik organiseer wederom Verraders en Geesten! Midden in de natuur spelen we dit, wat vooral erg gezellig samen is en met veel vrijheid. 3 Verraders in de groep. Kan jij ze eruit pikken? Geheel verzorgd. Super tof om dit samen te doen🥳 ik ben de spelleider en de sfeer en dynamiek bij zo'n dag zijn altijd top! Kaartjes kan je kopen op de website van WeekendHet(.nl), daar staat ook veel meer uitleg van wat het inhoudt. Mochten er vragen zijn laat maar weten! Er komen ook mensen van buiten MeetUp om samen een mooie dag te beleven😁

We’re heading out for a beautiful 20 km loop hike from Afferden through the gorgeous Nationaal Park De Maasduinen. This route takes us through a striking Limburg landscape of forest, sandy paths, open heathland, river dunes, and wide views. Along the way, we pass the ruins of Kasteel Bleijenbeek and climb an uitkijktoren for a panoramic view over the Maasduinen landscape. One of the special features of this hike is that we cross the Maas river twice by small ferry. These crossings give the route an extra sense of adventure and connect the Maasduinen landscape with the village side of the river. After one of the crossings, we continue to the village of Vierlingsbeek, where we’ll take our longer break for a drink. After the break, we make our way back toward Afferden, completing a varied loop through forest, heathland, castle history, river scenery, ferry crossings, and quiet Limburg countryside. A hike with forest energy, open heathland, castle ruins, a lookout tower, two Maas river crossings, and a relaxed village drink stop. **📍When and where to meet?** We’ll meet at 11h15 at Busstop "Afferden, Veer naar Sambeek" https://maps.app.goo.gl/kcg4hBvRsHoUjBSa6 ⏰ **We start walking a few minutes after meeting up** We don’t wait for latecomers, as we have a long route ahead and want to enjoy the full day properly. **🚗 Coming by car?** Please check your parking options beforehand so you arrive on time. **⏸️ Planned Breaks** After **4 km:** break at watchtower (5 min) After **7 km:** Having a lunchbreak at ruins of Castle Bleijenbeek (25 min) After **13 km:** Ferry over the Maas After **14 km:** Drinks at bar in Vierlingsbeek (50 min) After **20 km:** Ferry back over the Maas (bring small change to pay the ferry) I still need to confirm or make a reservation at the bar. **💸 Payment** Please pay as soon as you sign up: To keep things fair for everyone, if we don’t receive your payment within 48 hours, we will need to remove you from the participant list. If there’s a waiting list, this will happen sooner (in less than 48 hours). If that happens, no worries — you’re always welcome to sign up again if there’s space. 🌟 Early Bird Deal! Join now for just €4 — available for 3 days (72h). After that, the price will be €5. Please pay here: [https://tikkie.me/pay/hn1r44v9kl99o9agck71](https://tikkie.me/pay/hn1r44v9kl99o9agck71) **👟 Good to know** * Refund policy: Cancellations are fully refundable up to 1 week before the event (This is Friday 5 June at 23h59). After this period, the fee becomes non-refundable. * Hike difficulty: Our hikes are moderately challenging. Please only join if you’re confident you can keep up with the group’s pace (5 km/ h)— it’s more fun for everyone when we can walk together without long waits. * If the pace is too challenging: We may kindly suggest you continue at your own pace. We’ll give you clear directions to the nearest bus or train so you can return comfortably. * At your own risk: You participate at your own risk, so please make sure you have appropriate insurance coverage for outdoor activities. * Payment note: With Tikkie we only see initials (e.g., J. Doe instead of John Doe). Please include your Meetup name in the payment note so we can match it easily. * Friends joining: If you bring a friend, make sure they also register and pay. * What to bring: Snacks and enough water * Stay connected: Join our WhatsApp group to be the first to hear about future hikes — ask for the QR code during the hike. * T-shirts: Fairwear-certified organic cotton, eco-friendly inks — €25. Sustainable, odor-resistant, and perfect for hiking. Let us know your size and we’ll bring one for you.

## 🎨**Activity for EXPATS & English Speakers** ☕ Are you an art enthusiast living in or around **Amersfoort, Hilversum, Utrecht, Nieuwegein, IJsseltein, De Bilt and the rest of cities of the Utrecht's province** who love painting or drawing? Maybe you've felt the joy of creating but struggled to find others who share your passion and speak **ENGLISH**? **You're not alone! 😉** ✨✨✨✨✨✨✨ ## 🖌️**About this event** You will meet other Art Lovers like you to Draw, Paint and have some drinks Together ! Our events are not just about sketching or creating art—they’re about building connections. Every two weeks, we meet at a café to have a relaxing time drawing a painting. Please keep on mind that **ENGLISH i**s the official language we will use to integrate everyone in our conversations. ⭕⭕⭕➡️ **IMPORTANT ⬅️** ⭕⭕⭕⭕ ### 👩🏻‍🎨**Book formally your Seat 🪑via [WHATSAPP](https://bit.ly/3BXXE0f)** **If you want to confirm officially your attendance and separate your seat🪑. Book your seat in meet-up, and contact us via [WHATSAPP HERE](https://bit.ly/3BXXE0f) to receive more information on the address of our activities.** **Thanks a lot for your understanding!** 💐🥰 ✨✨✨✨✨✨✨ ### 👩🏻‍🎨**How Does It Work?** This event is simple, this initiative takes 2 Hours. Most of the participants use pencils, water pencils or watercolours. Main aim is to socialize while we draw. There will be plenty of time to talk and get to know each other. We have to mention that this event is suitable for all levels. Many have started to draw in our event actually. Also it is very important that you **[JOIN US AT OUR WHATSAPP COMMUNITY](https://bit.ly/3BXXE0f),** to stay up to date on our upcoming events and participate in our Drawing and Painting Contests! **👉: [https://bit.ly/3BXXE0f](https://bit.ly/3BXXE0f)** 🍀 ✨✨✨✨✨✨✨ ### ☕**Where?** We will meet in different cafes mainly in the *center of Amersfoort ( and some occasions in other cities around)*. I will inform you of the exact place some days in advance this event. The place will depend on the number of attendees. ✨✨✨✨✨✨✨ ### **🎟️ What is included?** 🟢 **2 HOURS TO HAVE FUN!** 🟢 **15 mins warming-up creative activity and paper material**🖌️🎨 🟢 New friendships and **conversations in ENGLISH** in a relaxed atmosphere 🟢 **Souvenir picture** with you and the rest of Art Lovers 📷 🟢 Exclusive **access to our Art Lovers Community** on which you will receive: ***\~\~\~ Drawing challenges,*** ***\~\~\~ Training content,*** ***\~\~\~ FREE Entries only to members*** ***\~\~\~ Drawing Competitions*** 🟢 Time to **create alongside fellow artists and amateurs** 🟢 The freedom to **work at your own pace** 💃🕺🎈 ✨✨✨✨✨✨✨ ### 🖼️**Art Materials?** Bring your own practical art materials to be adaptable to sketch on a coffee table. Like your sketchbook, pencils, watercolor, markets, pencils, your Tablet..etc ✨✨✨✨✨✨✨ ## **See you to Paint, Draw, and drink together!🌟☕🍷🍪🍰**

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

**The Behavior Gap: Where Products Win or Lose** Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap. Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn: * Why understanding customer behavior is a quant and qual challenge * How to spot the signals that actually predict behavior change * Where AI accelerates insight, and where it creates distraction * How to get meaningfully closer to customers, without adding more tools This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work. **About Our Speaker** [Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/

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

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

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