Information Security

🚀Forget your job title, forget your powerpoints, and forget your elevator pitch: come join us at Chateau Moderne in Brussels on June 30th, 2026 for the Spring Edition of the Data Drinks! 📍The Data Drinks is an informal get-together for Belgium-based Data Professionals from all parts of the datasphere: strategy, leadership, data science, analytics, governance, security, architecture, ... It's a great opportunity to expand your professional network and connect with other data enthusiasts. Plus, you'll be able to get drinks and food to fuel the conversation. ✅Add the event to your work calendar, consider inviting a (data) friend, and if you want to connect with other professionals, you can join the data professionals group: https://lnkd.in/eqkpubKk #DataProfessionals #NetworkingEvent #Belgium #data

**Welcome to our June UX Beers in Antwerp!** This time, we will host our event on Tuesday the 30th of June at Craftzing in Antwerp. [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 **Talk 1:** **UX with AI: Did we all just get promoted?** By An-Sofie Rombouts, Product designer @ Gorilla Working in a startup often means designing without established UX processes. So with AI emerging, it can feel like a lifeline: faster prototyping, '*deeper*' research, and more concepts to explore. But somewhere between the third AI-generated prototype and losing the thread of your prompted designs, it can become painfully obvious what the impact is of designing with LLMs. We're not executing anymore, we're reviewing, approving, and critiquing, like a manager. This talk gets honest about what that actually means: the speed gains are real, but the cognitive debt is quietly compounding, and your future as a designer depends on understanding why. Explore how designers can protect their cognitive depth, enhance their review capacity, and stay in control when the machine can almost draw anything. **Talk 2:** **Growing UX in organisations that are not there yet.** By Koen Peters, Designer at Namahn More and more organisations are asking us to help build design expertise in-house, even putting together a design team for them. I have learnt that in such cases, you need to set aside your own biases and assumptions first: your neatly mapped-out methodology, your Figma dogmas and all the other things you as a design agency take for granted. The reality in these organisations is often very different: limited resources, no design culture and few or no trained designers on the team. Through a few client case studies, I will show how we have tackled such challenges. Organising a training in UX and design thinking is a good first step, offering a chance to get to know the team and identify which skills are already there and which are missing. I will also demonstrate tools and activities that we have used to help a team get started and become more aware of UX research and design. These include a script for choosing the right UX approach, skills assessment models to identify gaps and first steps towards creating a design playbook. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- \#\#\# SCHEDULE 18:00 - Doors open. Drinks & snacks 19.00 - 19.15 - Introduction to UX Belgium Meetup, announcements 19.15 - 19:45 - Talk #1 19:45 -20:15 - BREAK 20:15 - 20:45 - 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 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 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

Welcome! Join these beginner sessions if you are searching for deep connection, and want to learn some basic techniques (from authentic relating and circling) that can support you. Activities may include meditations (to connect to yourself, your body and the other), structured dialogues (in pairs or small groups), exercises about sharing and owning your experience, and much more. There are no prerequisites for these sessions. Just show up as you are. Please add yourself to our whatsapp group to ask questions or to stay informed: https://chat.whatsapp.com/ClH8EhaItZPKU5cSkjkcC7 We look forward to meeting you!

Would you like to improve your language skills and networking in a casual atmosphere? This event is for you! All languages welcome! Everyone is welcome! The aim is to speak with native/fluent speakers of your target language(s). You'll be around all types of people throughout the whole event. We will be in a private area. A great atmosphere is guaranteed! You'll have to order a drink to attend the event 😀 Don't hesitate to contact us for any further information

[French version below] You’ve built an API — or at least explored one. But have you ever used an API that documents itself, validates your data automatically, and tells you exactly what went wrong… without writing extra code? Welcome to FastAPI. FastAPI is one of the most popular modern Python frameworks — and for good reason. It’s fast to write, hard to break, and comes with powerful features that used to take hours to set up, right out of the box. In this hands-on workshop, we’ll build a real API together using FastAPI and discover what makes it such a game changer compared to traditional approaches. 🔍 **What we’ll explore** * How FastAPI differs from frameworks like Flask * Using type hints as real validation tools (not just documentation) * Pydantic: define your data once and get validation + clear error messages for free * The magic of /docs: an interactive API documentation generated automatically from your code 👩‍💻 **Workshop style** This is a hands-on session — we’ll code together step by step, so you can follow along and experiment in real time. 👉 **Who is this for?** * You have basic Python knowledge * You’ve seen or built a simple API (e.g. with Flask) — or you’re curious to go one step further * You want to understand how modern APIs are built today 🧰 **What to bring** * Your laptop with Python 3.x installed * A code editor (VS Code recommended) * Install before the session: pip install fastapi uvicorn requests * Enthusiasm and curiosity! ✨ By the end of the workshop, you’ll have your own working API — and a solid understanding of why FastAPI is becoming the go-to framework for modern backend development. *** **Construisez une API moderne avec FastAPI** Vous avez déjà créé une API — ou au moins exploré ce concept. Mais avez-vous déjà utilisé une API qui se documente toute seule, valide automatiquement vos données et vous indique précisément ce qui ne va pas… sans écrire de code supplémentaire ? Bienvenue dans FastAPI. FastAPI est l’un des frameworks Python modernes les plus populaires — et ce n’est pas un hasard. Il est rapide à écrire, difficile à casser, et propose des fonctionnalités puissantes qui demandaient autrefois des heures de configuration, directement prêtes à l’emploi. Dans cet atelier pratique, nous construirons ensemble une véritable API avec FastAPI et découvrirons pourquoi il change la manière de développer des APIs par rapport aux approches plus traditionnelles. 🔍 **Ce que nous allons explorer** * Ce qui distingue FastAPI de frameworks comme Flask * L’utilisation des type hints comme outils de validation (et pas seulement de documentation) * Pydantic : définir vos données une seule fois pour obtenir validation et messages d’erreur clairs automatiquement * La magie de /docs: une documentation interactive générée automatiquement à partir de votre code 👩‍💻 **Format de l’atelier** C’est une session pratique — nous coderons ensemble étape par étape, afin que vous puissiez suivre et expérimenter en temps réel. 👉 **À qui s’adresse cet atelier ?** * Vous avez des bases en Python * Vous avez déjà vu ou créé une API simple (par exemple avec Flask) — ou vous êtes curieux·se d’aller plus loin * Vous souhaitez comprendre comment les APIs modernes sont construites aujourd’hui 🧰 **À apporter** * Votre ordinateur portable avec Python 3.x installé * Un éditeur de code (VS Code recommandé) * À installer avant la session : pip install fastapi uvicorn requests * De la curiosité et de l’enthousiasme ! ✨ À la fin de cet atelier, vous repartirez avec votre propre API fonctionnelle — et une bonne compréhension de pourquoi FastAPI est en train de devenir un standard pour le développement backend moderne.

EN (FR en bas): We're still accepting people in our classes. Join us!​ -step 1: Book here! -> [https://www.danceproject.be/reservations.html](https://www.danceproject.be/reservations.html) -step 2: Show up! [Schedule](https://www.danceproject.be/classes.html#schedule) Fees : [All info on trials, packs, subscriptions here](https://www.danceproject.be/classes.html#fees) Locations: -Parc du Cinquantenaire, Brussels Metro/Tram: Mérode Salsa, Bachata, Lindy Hop, Forró Intro - 1: From base to the dancefloor! When you come for the first time we go over the base & rhythm with you. Then you are included in the group and everybody learns the same new steps for which you just need the base. Practice makes perfect: just relax and enjoy Salsa, Bachata, Lindy Hop and/or Forró! Our group is very welcoming and looking forward to meet new dancers! Salsa, Bachata, Lindy Hop, Forró Roots I - 2: Ready to go deeper on Salsa, Bachata, Lindy Hop &/or Forró? Let's go! [https://www.danceproject.be/classes.html#improvers](https://www.danceproject.be/classes.html#improvers) Salsa, Forró Roots II - 3: Looking for #SalsaChallenge? Already familiar with Forró Root? We've got your back! [https://www.danceproject.be/classes.html#intermediates](https://www.danceproject.be/classes.html#intermediates) More info: -Web: [https://www.danceproject.be](https://www.danceproject.be) -Whatsapp: +32 493 16 41 10 -Mail: brussels.salsa.project@gmail.com -[Facebook](https://facebook.com/brussels.salsa.project) -[Instagram](https://instagram.com/brussels.salsa.project) \-\-\-\-\- FR: Nous acceptons encore de nouvelles personnes dans nos cours. Rejoins-nous ! -1ère pas : Fait ta réservation ! -> [https://www.danceproject.be/reservation.html](https://www.danceproject.be/reservation.html) -2ème pas : Vient danser ! [Horaire](https://www.danceproject.be/cours.html#horaire) Les prix : [Toutes les infos sur les essais, packs, abonnements ici](https://www.danceproject.be/cours.html#prix) Endroits : -Parc du Cinquantenaire, Brussels Metro/Tram: Mérode Salsa, Bachata, Lindy Hop, Forró Intro - 1 : De la base à la piste de danse ! Lorsque tu nous rejoins on voit la base et le rythme avec toi. Ensuite, tu es inclus dans le groupe et tout le monde apprend les mêmes pas pour lesquelles tu as juste besoin de la base. C'est en forgeant qu'on devient forgeron : détend-toi et profite la Salsa, de la Bachata, du Lindy Hop et/ou du Forró ! Notre groupe est très accueillant et a hâte de rencontrer de nouveaux danseurs ! Salsa, Bachata, Lindy Hop, Forró Roots I - 2 : Prêt à approfondir la Salsa, la Bachata, le Lindy Hop &/ou le Forró ? Allons-y! [https://www.danceproject.be/cours.html#inities](https://www.danceproject.be/cours.html#inities) Salsa, Forró Roots II - 3 : Tu cherches #DefiSalsa ? Tu connais déjà Forró Roots ? Nous sommes là pour toi ! [https://www.danceproject.be/cours.html#intermediaires](https://www.danceproject.be/cours.html#intermediaires) Plus d’info: -Web: [https://www.danceproject.be/fr.html](https://www.danceproject.be/fr.html) -Whatsapp: +32 493 16 41 10 -Mail: brussels.salsa.project@gmail.com -[Facebook](https://facebook.com/brussels.salsa.project) -[Instagram](https://instagram.com/brussels.salsa.project)

New formula: Free coworking day for people working in crypto during the day. Happy hour and meetup in the evening. ​Come cowork and mingle with fellow crypto enthusiasts at the Commons Hub Brussels every first Wednesday of the month. ​Stay focused on your work in the coworking or offer or join a workshop, conversation or presentation, unconference style. Reach out if you'd like to sponsor food or drinks.

We will be walking through the forest for a little over 1 1/2 hours, silently, just noticing the world around us and inside us. The idea is to experience the magic of a different type of walking, The invitation is to slow down and notice what is going on inside you and around you. Very often people experience a closer connection with nature and with self, with sometimes surprising insights. *Please make sure you are fit enough to go the 4.5 km distance. We will be walking slowly, but we will not take any breaks.* We will be meeting at the Hermann Debroux Metro at **14h**. (Exit straight ahead after leaving the platform--on the Loxam side). If you RSVP as coming, please be on time. We will be starting our walk from there 5 min. after the hour sharp. There is the renovated Maison de Prieur at the exit of the forest where we could gather for a drink or a meal after our walk, depending on what you feel like. Looking forward to an inward adventure? Come and join us on **Saturday, July 4, at 14h** My phone number is 0472 92 11 76, in case you need to communicate with me.

**Welcome to our Special UX Beers in Antwerp to kick off the summer with you all!** This time, we will host our event on Thursday the 2nd of July at Catcoon/Monkeyshot in Antwerp. [Ariad](https://www.ariadgroup.com/) and [Creative Skills](https://www.creativeskills.be/) sponsor our events. This event will exceptionally not be streamed online. **Important:** Please know that subscribing to this event alone is not enough, and that you need to fill in this [Google forms form ](https://docs.google.com/forms/d/e/1FAIpQLSdEE88MAyD6o7baB8HDGr-q_L_FIhEEQNnQZGJWOHmF62dNXA/viewform?usp=header)in order to register for the activities of your choice at the event, to make your registration complete. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- \#\#\# The Summer special concept We are doing things a bit differently than is usual, there won't be one event with 2 talks, but there will be multiple rooms available which all have their own mini events. There are 3 rooms available, each with their own activity that you can follow. Here's the line up divided in the 3 rooms. **Room 1: Talk stage** 19u00 – Differentiation in times of AI by
Thomas Waegemans - Catcoon (max 22 people) 19u30 – Accelerated product discovery process, from 3 weeks to 3 days by
Nicolas Faes - Catcoon (max 22 people) 20u00 – AI is not a feature for AI, but a paradigm shift by Serge Hufkens - Monkeyshot (max 22 people) **Room 2 bar:** Free area to hang out and talk with improvisation potential. **Workshop** 19u30 tot 20u30 – Workshop: UX design of the future
by Tom Wuyts - Monkeyshot (max 16 people) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- \#\#\# SCHEDULE 18:30 - Doors open. Drinks & snacks 19.00 - 20:30 - Different line-ups taking place 20:30 - 21:30 - Socialize (hard stop at 21.30) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- \#\#\# 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 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 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

Making the new Friends after work or in your vacation.

Meet and make the new Friends✨❤️

We spend so much of the week keeping up. With work, with people, with the version of ourselves we're supposed to be. Saturday morning can be different. 🌿 Come and join for an honest conversation and a mindful walk with people who also get it. No pressure to share anything you're not ready to share. You can talk as much or as little as you like; sometimes, just being outside in nature with good people is enough. *This is part of a series of regular walks for the [Mental Fitness Collective](https://www.meetup.com/mental-fitness-collective/) — a simple, free morning to step outside, move at a gentle pace, and be around people who aren't performing either.* **📍Meeting point:** Stella - Coffee Food Bakery (in front of the tram stop Legrand), where you can buy a drink of your choice (optional). 🗓️ **Agenda:** We'll take a relaxed walk through Bois de la Cambre and a full loop around the lake, about 4-5 km, at a pace where conversation feels comfortable. We'll finish at the roundabout at the end of Av. Louise. **Small housekeeping rule:** What happens in the group stays in the group. Whatever is shared between participants during our time together stays between us. It is to make sure this feels like a safe place to be honest. I'll be there to welcome everyone. Come as you are. 🌿 Free to join, RSVP to save your spot! ‼️Altough this is a free event, I would like to ask you to try to respect each other’s time: In case you won’t be able to make it or change your mind, please cancel your attendance by **8 PM, 3 July** the latest, so others might be able to take your place. Thank you! I look forward to seeing you! *The event is weather-dependent.* *This walk will run every other Saturday. Each one is standalone, so come whenever it works for you. Join our group, [Mental Fitness Collective](https://www.meetup.com/mental-fitness-collective/) and get notified of our events.*

Walk Through Roman History, Hidden Catacombs & the Hills of Limburg Escape Brussels for a full-day community adventure to the charming medieval town of Valkenburg — where Roman history, scenic landscapes, underground tunnels, and meaningful social connection come together. Together, we’ll explore one of the Netherlands’ oldest tourist towns through a unique 9.5 km immersive walking experience inspired by the ancient Via Belgica, the Roman road connecting the French coast to the German Rhineland. Along the way, we’ll discover the story of Magistrate Titus Tertinius Cornutus, walk through Valkenburg’s historic streets and green hills, enjoy a relaxed group lunch, and visit the fascinating Roman Catacombs hidden beneath the town. Whether you’re joining solo or with friends, this experience is designed for people who enjoy culture, nature, slow travel, and meeting open-minded international people. People increasingly seek experiences that create belonging, shared memories, and real-world connection — especially around outdoor and social activities. --- ## 🌍 Event Type **Community Event** --- ## ✨ Highlights *Scenic 9.5 km guided audio walk through Valkenburg * Roman storytelling experience inspired by the Via Belgica *Visit to the famous Roman Catacombs * Medieval streets, castle views & Limburg landscapes *Relaxed social atmosphere for internationals & locals * Group lunch in a local restaurant *Easy train escape from Brussels * Ideal for solo joiners --- ## 🏛 Experience Overview Valkenburg is unlike anywhere else in the Netherlands. Built around marlstone hills and crossed by the Geul River, the town combines Roman heritage, underground passageways, medieval architecture, and a relaxed countryside atmosphere. During this immersive experience, we’ll follow a special Roman-themed audio route inspired by real archaeological discoveries found in the region, including Roman villas, watchtowers, and artefacts connected to the Via Belgica. The walk combines storytelling, nature, culture, and social connection — the kind of intentional travel experiences people increasingly value today. We’ll also descend into the mysterious Roman Catacombs, a fascinating underground reconstruction inspired by ancient Roman burial chambers and early Christian catacombs. --- ## 🗓️ Plan / Itinerary ### Morning *Meet at Brussels Central Station * Train departure around 9:00 AM *Relaxed journey to Valkenburg * Introduction & community welcome ### Midday *Start Roman audio walking route * Explore Valkenburg’s medieval centre *Scenic viewpoints & historical stops * Group lunch at a local restaurant ### Afternoon *Continue the Via Belgica experience * Visit the Roman Catacombs *Free time for coffee, photos, or local exploration ### Evening * Return by train to Brussels *Estimated arrival around 9:00 PM *If the group reaches 30+ participants, a private coach may be organised instead of train travel.* --- ## 📍 Meeting Point ### Brussels Central Station Exact meeting instructions and WhatsApp group details will be shared with participants before departure. --- ## 💶 Price / Contribution ### Sunday Vacations Community Contribution * **Explorer Members:** €5 ***Voyager Members: **Free ** *Ambassador Members: **Free ### Additional Costs Participants cover their own: *Train ticket (unless coach is organised) * Food & drinks *Roman Catacombs entrance ticket If a private coach is organised, an additional transport contribution will apply. VAT not applicable – small business exemption scheme, Article 56bis Belgian VAT Code. --- ## 🌟 Membership ### Sunday Vacations Memberships * Explorer — starting at €5/year *Voyager — starting at €50/year * Ambassador — starting at €150/year Voyager and Ambassador members enjoy free access to selected community events like this one. Sunday Vacations is built around meaningful social experiences, cultural discovery, and community connection for internationals and locals in Belgium. Expats consistently rank social connection and ease of building friendships among the most important parts of life abroad. --- ## 👥 Who This Is For This experience is perfect for: *International professionals * Expats & locals in Brussels *Solo joiners * Nature & culture lovers *History enthusiasts * Curious explorers *People looking for meaningful social experiences No hiking experience required — just a reasonable fitness level for a 9.5 km walk with some gentle hills. --- ## 🎒 What To Bring * Comfortable walking shoes *Water bottle * Weather-appropriate clothing *Earphones for the audio experience * Power bank recommended *Passport or ID * Good energy & curiosity --- ## ⚠️ Important Notes *The route is approximately 9.5 km * Some areas may include uneven surfaces or hills *Train schedules may slightly affect timing * Participants are responsible for arriving on time *The audio experience works best with earphones * Coach transport depends on minimum participation numbers --- ## ⚖️ Legal Disclaimer Sunday Vacations / UJAMAA ASBL acts as a community organiser and not as a travel agency. Transport, restaurants, venues, and attractions may be operated by independent third-party providers. Participants remain responsible for their own travel documents, personal insurance, health coverage, and personal belongings. Activities are organised by volunteers and covered under the Belgian legal volunteer insurance framework. --- ## ❤️ Call To Action Join us for a unique day where Roman history, hidden underground worlds, nature, and international community come together just a short journey from Brussels. Come solo. Leave connected. Limited spots available.

You can sleep in on the Sesquicentennial (observed), we’re shifting to the following Friday. But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why I’d even want to. Thanks to the team at Nationwide of supporting the group.

**Practical Curiosity: Learning from Everyday Data** How do we actually get better at utilizing our day-to-day data? Fancy dashboards and complex models might look nice and draw attention, but that’s not where most of us spend our time. In fact those shiny outputs frequently sit unused, while the real insights are drawn from the analyst’s daily practice. Sometimes it’s as simple and as powerful as noticing that a segment is shrinking, a channel is underused, or certain links keep getting all the clicks. There’s many different places that the spark of insight can come from, but you have to keep your head in the data and know where to look. In this session, we’ll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. You’ll leave with inspiration for your own use cases, along with a few simple ways to ask better questions, spot meaningful patterns, and make smarter decisions without overcomplicating it. **About Our Speaker:** [Elaine Armbruster](https://www.linkedin.com/in/elainearmbruster/) is a Director of Digital Experience at the [American Diabetes Association](https://diabetes.org/), where she focuses on using data and insights to create smarter, more effective digital experiences. A lifelong Columbus resident, she has built her career in email marketing and the broader digital user journey, and is finding she most enjoys working in the messy middle where systems, data, and big ideas don’t quite line up yet. 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)

*Sorry for the 2 month break but I had to deal with some family member health issues, but we are now back!!* **LOCATION - THE DAILY GROWLER -** **2812 Fishinger Rd, Upper Arlington, OH 43221** Over the years, we’ve heard two requests constantly: 1. A place that was quieter and possibly private. 2. “I wish they accepted Bitcoin.” We’ve finally found a solution to these requests with The Daily Growler. We’ll have access to their private room, and you’ll be able to pay your tab with Bitcoin. Join us for a fun and relaxed social event! Enjoy delicious food and drinks as we chat about the latest news in the Bitcoin world. Everyone is welcome, whether you're looking for guidance, have questions, or just want to meet like-minded people. These social evenings are a great opportunity to make new friends and enhance your experience at the larger events throughout the year. We look forward to seeing you there! PSA: If the attendee RSVP seems low, keep in mind that most of our attendees come from X and not [meetup.com.](http://meetup.com./) You are welcome to come and become a part of our online community. Recordings of past guest speakers are available on our YouTube channel [https://www.youtube.com/@columbusbitcoin](https://www.youtube.com/@columbusbitcoin)

Most people use LLMs by feel: ask a question, read the answer, decide whether it “seems good,” and move on. That works for casual use. It does not work when you are building software, automating workflows, writing important documents, or relying on AI for anything that needs to be repeatable. In this talk, we’ll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. We’ll cover how prompt changes affect results, how to compare outputs, how to build simple evaluation sets, and how math-based methods like similarity scoring can help you move beyond guesswork. This will be beginner-friendly, so even if you don't know anything about AI, you should get something out of it. However, this will be a little more technical than our intro talks. You do not need to be an AI researcher, but programmers and technically curious attendees will get a lot out of it. We’ll cover: * Why “it looks good” is not enough * How to improve prompts by changing the input, context, and constraints * How to compare LLM outputs more systematically * Basic evaluation techniques for accuracy, consistency, and usefulness * How embeddings, cosine similarity, and scoring can help evaluate results * Where automated evaluation works — and where humans still need to stay in the loop By the end, you’ll have a practical mental model for treating LLMs less like magic and more like systems you can test, measure, and improve. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

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

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

We're planning a hands-on technical session focused on building AI solutions in ServiceNow - think skills, agents, and real-world use cases. If you’re curious about AI on the platform, RSVP now and stay tuned for more details. Let's build together!