DevOps

**Welcome to the Sixth BDEN Meetup!** AI is moving fast, and developers are right in the middle of it. Some are already experimenting with AI-assisted coding, agents, MCP servers, and local models. Others are still trying to understand what all these new concepts really mean and where to start. This meetup is designed for both. For our sixth Belgian Developer Experience Network meetup, we will focus on what AI means for developers today: how agentic systems are built, how they can be used safely, and what it takes to bring them closer to production in an enterprise context. As always, expect more than slideware. We will have explanations, demos, real-world discussion, and enough space for questions and networking. Mark your calendars for the 4th of June, because it is going to be an evening packed with practical insights into AI, agents, developer workflows, and production readiness. **Location** This meetup will take place as part of Red Hat Tech Day Belgium, hosted at The Montil in Affligem. Red Hat Tech Day is a one-day conference for both technical and non-technical audiences. This year, for the first time, the event will also include a dedicated developer track, focused on the latest technologies and methodologies from the AI and software development communities. You are also welcome to register for the full event here: https://reg.experiences.redhat.com/flow/redhat/3977379/fieldeventsregapproveform/page/landingregistrationpage **Schedule** 17:00 - 18:00 Doors open 18:00 - 18:15 Intro session 18:15 - 19:15 AI agents, skills, demos and sandboxing 19:15 - 19:30 Break 19:30 - 20:30 Panel discussion: putting agentic AI in production 20:30 - 22:00 Networking & food **Sessions** **Session 1: AI agents, skills, demos and sandboxing** **Speaker:** Burr Sutter, Director of Developer Experience at Red Hat **Description:** AI is no longer just about sending prompts to a chatbot. Developers are now exploring skills, agents, tools, MCP servers, and workflows where AI systems can take action instead of only generating text. In this session, Burr Sutter will explain what skills and agents are, how they work, and why they matter for developers. Through demos, he will show how these concepts are implemented and defined within Red Hat, and how agentic systems can be sandboxed with technologies such as OpenClaw. Whether you are new to AI or already experimenting with agents in your own workflow, this session will help you connect the concepts to practical developer use cases. **Session 2: Panel discussion: putting agentic AI in production** **Panel participants:** Burr Sutter, Director of Developer Experience at Red Hat Stephan Janssen, founder of Devoxx and organizer of Devoxx Belgium One mystery guest, to be announced later this week **Description:** Building a demo with AI is one thing. Putting AI, and especially agentic AI, into production is something else. After a short break, we will continue with a panel discussion on what it takes to use AI safely and effectively inside an organization. We will discuss how to get started, what developers should keep in mind, what organizations need to prepare for, and how to think about governance, security, reliability, and platform support. The panel will bring together different perspectives from developer experience, AI-assisted software development, enterprise readiness, and the changing role of developers in the age of intelligent systems. This panel is for developers who are curious about AI, developers already using AI tools, and teams wondering how to move from experimentation to real adoption. **About Stephan Janssen** Stephan Janssen is the founder of Devoxx and organizer of Devoxx Belgium. In recent years, his work has focused heavily on LLMs, AI-assisted software development, and Agentic Engineering. He actively explores technologies such as local and cloud-based LLMs, multi-agent systems, MCP, RAG, Spec-Driven Development, and AI-powered developer workflows. Stephan is also the creator of DevoxxGenie, an open-source IntelliJ IDEA plugin that enables developers to interact with local and remote LLMs directly from their IDE. Through talks, workshops, and R&D projects, he focuses on how AI agents are transforming software engineering and how developers are evolving from traditional coders into orchestrators of intelligent systems. More info: [https://stephanjanssen.be](https://stephanjanssen.be/) **About Philippe Bogaerts**: And our next panel speaker is Philippe Bogaerts. Philippe is co-founder and organizer of BruCON, and an enthusiastic researcher and trainer in the world of building, securing, and hacking agentic systems. He is also a wonderful public speaker. Philippe has already presented twice at BDEN, and every time he brings exactly the kind of energy we love: hands-on, practical, sharp, and anything but boring slideware. It is a pleasure to see him explore, break, test, and hack in the agentic AI space. He is one of those speakers who keeps you interested from the first second to the last, because he does not just talk about the topic. He actually gets his hands dirty. With Philippe joining Burr Sutter and Stephan Janssen, this panel is shaping up to be something special. Really looking forward to this one. **Additional note** ***This meetup includes food. Please keep your RSVP status up to date so we do not waste any food. In case you are no longer sure you can join in person, please update your RSVP accordingly.***

Join our next meetup at Collibra on June 4th! We will have 3 talks about OpenTelemetry and will share some food and drinks while networking **Location:** Collibra, Rue Picard 11, 1000 Bruxelles **Agenda:** 17:45 : Doors open 18:00 - 18:30 : Drinks and pizza 18:30 - 19:10 : Talk #1 OpenTelemery on Kubernetes with EDOT: Getting started and what's ahead 19:10 - 19:50 : Talk #2 Taming Tenancy, Cost and Architecture at Collibra Through OpenTelemetry and Our Telemetry Backbone 19:50 - 20.30 : Talk #3 Closing the Observability Gap: OpenTelemetry Meets Elastic at Telenet 20:30 : Wrap up **Talks:** **#1 OpenTelemery on Kubernetes with EDOT: Getting started and what's ahead** **OpenTelemetry has become the default way to instrument applications and infrastructure, and Kubernetes is one of the places where it makes most sense to use it.** This talk is a tour of OpenTelemetry on Kubernetes, focusing on the Elastic Distribution of OpenTelemetry (EDOT). We will explore the OTel basics (general architecture, signals) and the recommended way to deploy OTel on Kubernetes using the OpenTelemetry Operator. A live demo with an Elastic backend will showcase the correlation of metrics and logs, demonstrating how everything ties in together. Finally, it will cover the current community effort to stabilize Kubernetes observability, including the promotion of Kubernetes attributes to release candidate status and the latest updates to the semantic conventions for Kubernetes metrics. This session is useful for beginners trying to get into OTel, and for those running OTel in their Kubernetes cluster and trying to get some insights on what is to come. *Speaker: João Marques Correia, Software Engineer at Elastic* **#2 Taming Tenancy, Cost and Architecture at Collibra Through OpenTelemetry and Our Telemetry Backbone** Operating a SaaS platform presents the same observability problems as any other enterprise, but due to the scale and tenancy, we introduce a huge multiplier on the observability signals, having an effect on cost and effectiveness. This session dives into the techniques Collibra used to tame these problems and how to maintain clarity when infrastructure spans virtual machines, modern Kubernetes clusters, and a complex mix of single- and multi-tenant architectures. Without the right context, telemetry data becomes a noisy, indistinguishable flood. We will dive into the architectural decision to leverage the C4 system model, ensuring every piece of telemetry carries the vital context of what it belongs to and where it sits in the hierarchy. Enabling us to gain insights into both signal attribution and allowing virtual chargebacks. The presentation details the implementation of a pipeline using custom-built OpenTelemetry collectors designed to handle the data and enrich it before sending it to the appropriate backends. This session will give you practical insights on the challenges SaaS platforms have, but the techniques that are used to tame them can be applied everywhere. *Speaker: Alex Van Boxel, Principal System Architect at Collibra* **#3 Closing the Observability Gap: OpenTelemetry Meets Elastic at Telenet** Modern systems generate more telemetry than ever, but without consistency, that data quickly becomes noise. At Telenet, we turned to OpenTelemetry to standardise how we collect and enrich observability data across our bare-metal Kubernetes clusters. This talk dives into how we integrate OpenTelemetry into our engineering workflows and couple it with Elastic for storage, analysis, and visualisation. We’ll walk through our architecture, instrumentation strategies, and how we ensure high-quality telemetry that engineers trust. Along the way, we’ll highlight real use cases, from debugging production incidents to improving service performance, and discuss what worked, what didn’t, and what we’d do differently today. If you're an Elastic user looking to adopt or scale OpenTelemetry, this session will help you bridge the gap between theory and practice. *Speaker: Reidar Veroft, Container Platform Engineer at Telenetgroup* **Bios** **Alex Van Boxel** is a Principal System Architect at **Collibra**. With an engineering background in Research and Development at Alcatel-Lucent, Progress Software, and Veepee he loves to focus on the fundamental building blocks of the software industry. That means reading, understanding, and contributing to specifications, as well as contributing to the Open Source projects that run through our infrastructure. He is code-owner of two components of the OpenTelemetry collector. **João Marques Correia** is a Software Engineer at **Elastic**. Having recently joined Elastic, he has been focusing on OpenTelemetry, with a bigger effort being put into Kubernetes metrics stabilization. Before joining Elastic, he worked as a Software Engineer at Cisco on a Data Center network controller. He is drawn to distributed systems, and in particular how to observe them and keep them working reliably. **Reidar Veroft** is a DevOps Engineer at **Telenet**, where he builds observable, reliable systems that power critical infrastructure across Belgium. From the 5G core to our voice core, he focuses on making sure the systems behind Telenetgroup are not only running, but fully understood through high-quality telemetry. **Thanks to Collibra for hosting this meetup!**

Making the new Friends after work or in your vacation.

Socializing and Networking 🛜🆕 at PLUX on Thursday. Making new friends and drinking 🚰🎈🎉🚿🌊. Everybody Welocme, locals, expats or new 🆕 in town.

***Harbour*** is a worker placement game where players move their worker from building to building, collecting and trading Fish, Livestock, Wood, and Stone; and cashing those resources in to purchase buildings (which are the worker placement spots) from the central pool. Once a building is purchased, it is replaced from the deck, and the central pool is a small subset of the deck, and is therefore different every game.

Our traditional "Join & Play" event is on the 1st and 3rd Thursdays of each month. As always, it's free to come & play with us. How does it work ? • The events are open for beginner to advanced gamers. If you're new here they're the perfect gateway to discover what we do! • Those who want to host a game are asked to share in the comments below which game, & for how many players you can run your table. • For others, if you see a game you'd like to join just respond to the host in the comments below and we'll reserve a spot for that game for you. • Don't worry if you're new to boardgames or simply don't know the games being hosted this time around; you can simply show up and the event host will sort out a spot at a table for you! *But please make sure to arrive by 19h30* at the latest *so we can take the time to find you a suitable spot.* • The rules for the games will be explained by the table host before the game starts. No need to study them upfront, although several hosts post a video link to rules or background which can enhance your enjoyment of the game if you have the time to watch beforehand. This is never mandatory, however. ============================================== Games on the night: **\-\-\-\-** **PARKS [(](https://boardgamegeek.com/boardgame/266524/parks)[2nd EDITION)](https://boardgamegeek.com/boardgame/437306/parks-second-edition) \-\-\-\-** Spot 1: Geraldine (host) Spot 2: Ella Spot 3: Ella's +1 Spot 4: **\-\-\-\-** [Newton](https://boardgamegeek.com/boardgame/244711/newton) **\-\-\-\-** Spot 1: Cedric (host) Spot 2: [k1o4n1d](https://www.meetup.com/members/481208286/) Spot 3: Hellen **\-\-\-\-** [Kavango ](https://boardgamegeek.com/boardgame/387515/kavango)(2024) **\-\-\-\-** Spot 1: Marco (host) Spot 2: Xavier Spot 3: Yarince Spot 4: **\-\-\-\-** **Calico ----** Spot 1: Leo / Sorac (host) Spot 2: Spot 3: Spot 4:

Let’s shake off the Thursday blues with some easy kilometers. This is a no-drop social run designed to keep the heart rate down and the vibes high. Meetup: 18:55 (for a quick briefing) Start Time: 19:00h 📍Meeting Point: Guingette Maurice, Parc Du Cinquaintenaire - In front of the Monument for European Solidarity (Intwined hands) 👟 Target Pace: 6:30 – 7:00 min/km Distance: 5.0 km Effort Level: Conversational. If you can't speak in full sentences, we're going too fast! 📝 Note No Bag/Sweater Drop

Hi everyone, This coffee morning event is @MIR Concept Coffee Store! Saturday, 6 June 2026, from 10:00 - 13:00. MIR opened its doors 4 years ago, right off Place Jourdan. Doriana, the owner, is a super nice host, and is excited to have our group as her café. The café is very beautiful and has great coffee, and many yummy food options. Their Instagram channel: https://www.instagram.com/mirconceptstore/ **The address is:** MIR Concept Coffee Store Rue Gray 4A 1040 Etterbeek *** 1. The **prime time** of the event is **10:30 - 12:30**. That's when most people will be there. 2. When you enter the gallery, it's either on the right-hand side or left-hand side of its hallway, depending which entrance you take. 3. If you intend **to join past 12:00** (high noon), then there is no need to register. Just come and join! 4. **DON'T forget to cancel** if you can't join! 5. **Please, be respectful towards each other during the event. (And after ;))** **As always, feel free to follow us on INSTAGRAM!** [https://instagram.com/weekendmorningcoffee?igshid=OGQ5ZDc2ODk2ZA==](https://instagram.com/weekendmorningcoffee?igshid=OGQ5ZDc2ODk2ZA==) **THE STRUCTURE of THE EVENT:** * I will post the event on Saturday/Sunday evening for the following Saturday. * I send out a reminder to everyone on Friday. * There is sometimes a waiting list. * In case RSVP is closed (once there are 10-15 people on the waiting list), I might reopen it on Friday, depending on the number of cancellations in the meantime. * **For everyone on the waiting,** please check your status and messages on Friday evening the latest. I message everyone on the waiting list on Friday. * **Please, move to "not going" AS SOON AS you know that you can't come anymore, that includes everyone who is on the waiting list.** **IMPORTANT:** * **Please, be respectful towards each other during the event. (And after ;))** * When you register yourself, be careful not to register accidentally a +1 guest (unless you bring a guest). It happens very often. * If you have any questions then, message me. *** **A MESSAGE FOR NEWCOMERS:** *In the three years of hosting this coffee group, I have met many people who struggle with anxieties when coming to an event for the first time. Sometimes, it took them more than one attempt before being able to join.* *Occasionally, people reach out to me before the event, and I have always been grateful for that as it offers the opportunity to communicate with each other and to find the best and most gentle way for that person to join the group.* *I would like to encourage everyone who struggles with this to contact me before. It would really be too bad if you can't join us, as it mostly gets better the second or third time you come.* *In addition to that, if you arrive and notice any signs of nervousness or fear, you can always let me know right then.* **THANK YOU AND SEE YOU ALL ON Saturday!**

Need some quiet time for reading? Want to share the experience with others? Join us at the charming venue of The Sister Café to read in the company of others. It’s alone, but also together, get it? We read for an hour and a half, then chat over a drink. This is a free activity except for the price of the drinks you're consuming.

Join us for a full day of collaborative work at HSBXL! This event is open to everyone who enjoys working in a community environment, whether you're advancing on business ventures, freelance projects, or creative endeavors. Bring your laptops, your enthusiasm, and your projects to collaborate, learn, and share in the main room of our spacious hackerspace. During this **8-hour co-working event**, you'll have the opportunity to work on your project, ask for feedback, offer help to others, and if you wish, share your achievements at the end of the day. **Please Note**: While HSBXL has multiple rooms for various purposes, this coworking event is taking place in the main room. It's important to note that online meetings should be avoided during this event to prevent noise disturbance and to maintain a conducive work environment for everyone. \#\#\# What the day will look like: 1\. Introduction and setting up: Find a comfortable spot in the main room\, set up your workspace and grab a Club Mate\, soft drink\, or a coffee to get your day started\. 2\. Work Session: Dive into your project\, seek assistance\, and collaborate with others\. 3\. Sharing Session: Optional\, but encouraged\! Share what you've worked on\, your challenges\, and triumphs\. \#\#\# How to get to HSBXL: HSBXL is located in Brussels. For detailed instructions on how to get to the hackerspace, please visit [here](https://hsbxl.be/enter/). If you encounter any issues while trying to get in, you can contact us at +32 28804004. Please note that the phone is inside the space. Alternatively, you can also reach out to us in our [Matrix chatroom](https://matrix.to/#/#hsbxl:matrix.org). \#\#\# Requirements Please bring your laptop, and if you have, an extension cord. The space has WiFi, but having your own internet backup solution can also be useful. Join us at this **8-hour co-working day** in the main room of HSBXL, and we hope you'll have made progress on your projects, learned something new, and most importantly, enjoyed the power of community collaboration. Whether you're a freelancer, entrepreneur, or creative, we welcome you to this day of productivity, sharing, and collaboration.

Making news Friends doesn’t not be hard at all🤍❤️

# Tired of dating apps or surface-level social events? This is different. Relational Labs is a guided connection experience for singles who want more honest, playful, emotionally intelligent interaction — without performance, pressure, or endless small talk. This is not speed dating. Not networking. Not “pitch yourself to strangers.” It’s a facilitated relational container rooted in psychology, emotional intelligence, attachment work, social dynamics, nervous system awareness, and real-world human connection — made practical enough that you can actually live it instead of reading another 50 books about it. ## What happens • A 2-hour guided online relational experience • Real-time connection exercises designed to create authentic interaction • A format that adapts in real time to whoever is present • Optional participant-led in-person continuation afterward • WhatsApp connection thread after the session ## This may be for you if: • You’re tired of shallow or repetitive social spaces • You want deeper connection without forced intimacy • You enjoy personal growth, psychology, communication, or relational work • You’re open to meeting people in a more intentional way ## Important This experience runs with whoever is present and takes its own shape each time. Sometimes expansive. Sometimes intimate. Both are the real thing. Booking happens through our website. 👉 Reserve your spot: [https://consciousconnectionsclub.com/join](https://consciousconnectionsclub.com/join) Optional in-person continuation: same day or within 48 hours depending on the city Most people come alone. People often leave surprised by how quickly strangers can feel human, warm, honest, and real. Sometimes awkwardness turns into ease. Sometimes curiosity turns into chemistry. Sometimes people simply remember what it feels like to actually connect again.

Join us on Sunday, June 7th, for our weekly morning run to get your day started on the right foot! We are gathering at our regular haunt, Café Belga, and we can't wait to see you there—whether you're a first-timer with the Brussels Runners Meetup or a familiar face. What to Expect: Distance: \~13 km Pace: \~6 min/km Mixed Terrain: A great combination of dirt paths, forest trails, and some road sections. Scenic Views: Enjoy the local beauty as we traverse diverse landscapes starting right from Place Flagey. Good Company: Run with like-minded individuals and make new friends. Post-Run Coffee: We'll wrap things up right where we started for an optional gathering, refreshments, and camaraderie at Café Belga. Bag drop : available for this run. See you all on June 7th outside Belga! Let's hit the trails.

Join Us for a Meditative Forest Walk We warmly invite you to a silent, meditative walk through the forest, where we will move together in stillness for about one hour. This gentle practice helps you reconnect with nature, slow down the mind, and notice the subtle details—both around you and within you. By walking silently, we create space for calm, clarity, and unexpected insights. Details: Date & Time: Saturday 6 June Meeting Point: Herrmann Debroux Metro (exit straight ahead after leaving the platform) Start Time: We begin walking at 16:10 sharp, so please arrive on time if you plan to join. Practical Note: Please wear weather-proof walking shoes, as the forest paths can get a bit muddy when rainy. After the walk, you are warmly welcome to join for a drink at Rouge Cloître. It’s a cosy, creative space to end the evening together if you feel like staying on. If you're in the mood for a quiet inward journey, we would be delighted to walk with you this Friday. For any questions or to let me know you’re coming, feel free to contact me at 0474 60 83 70. Looking forward to sharing this peaceful moment with you.

Come join CORGSCON the Columbus, Ohio retro gaming expo at the Bricker Building – Ohio Expo Center June 6th-7th Saturday: 11am-6pm Saturday After Party: 6PM – 10PM Sunday: 11am-4pm PLEASE NOTE: RSVP for this event does NOT give you access to the event. Please buy tickets for the event on the website here or onsite at the event: [https://www.corgscon.com/tickets/](https://www.corgscon.com/tickets/) We'll have COGG game developers there showcasing their games alongside the [GDEX game expo](https://www.thegdex.com/) also happening later this year. Find out more here: [https://www.corgscon.com/](https://www.corgscon.com/)

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

At Evolve Synergy Sessions, you'll be part of a supportive mastermind where we share challenges, brainstorm solutions, and inspire one another to take bold steps in our businesses. Grow your network, gain fresh perspectives, and build meaningful relationships with like-minded women who are committed to success. Whether you’re looking to move the needle in your business or simply need a space to connect and recharge, this is the perfect place to fuel your entrepreneurial journey. [Add Event to Calendar](https://evolvecolumbus.eventcalendarapp.com/) \*\* Please note, we will be arriving around 8:15a for open networking! Get there early and get connected! Contact Alexis Morley at [alexis.morley@edwardjones.com](mailto:alexis.morley@edwardjones.com) or Terri Lawson at [terri.lawson@e-merge.com](mailto:terri.lawson@e-merge.com) for more information.

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. So please RSVP for a head count!

Evolve exists to connect women entrepreneurs connect with one another, serve one another, and help one another overcome challenges in marketing, sales, networking, and professional development. **[Add to Calendar](https://www.evolvewomensnetwork.com/columbus-oh.html)** **What to Expect:** \~ Welcome team to greet you, introduce you to others, and make sure you feel a part of the group from your very first meeting \~ Welcome & Introductions: 15 second introductions \~ 15 Minute Speaker Spotlight: Member speaker who shares a bit of her story, how she got to doing what she does, and a tangible tip she uses to gain success in her business. No hard selling...no expectations. Simply giving the group an opportunity to get to know her and her journey. \~ 20 Minute Break Out Sessions: Small groups is where we connect best. Extroverted and Introverted alike get the opportunity to share on a deeper level and learn from one another. \~ Take Aways: Hear what the other groups talked about and share resources to grow yourself and your business \~ Grow Time!: Do you need a specific connection to a person, company, or industry? Share it with us! We love to open our networks to one another and grow together! Guests are always welcome. Please contact Mentor Director Donna Schomer at Donna@EvolveWomensNetwork.com for more information. We'd love to meet you!

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

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\.