Logstash

Liebe Freunde der deutschen Sprache, Alle, die gern deutsch hören bzw. sprechen möchten, sind eingeladen zum nächsten virtuellen Stammtisch. Wenn Ihr eine Frage oder ein Thema habt, über das Ihr gern sprechen möchtet, seid Ihr herzlich willkommen. Bitte meldet Euch bei InterNations Global German Speaking Group an: https://www.internations.org/activity-group/33565/activity/656791. Der Zoomlink wird kurz vorher bekannt gegeben. Wer sich aktiv beteiligen möchte, sollte seine Kamera einschalten. Bitte meldet euch nur an, wenn ihr wirklich teilnehmen wollt! Wir freuen uns auf den Austausch mit Euch!

We are back!!! Let's meet again on the 12th March for our European Data Meet Up at Brussels! Our meet up event is the perfect opportunity to stay ahead of the latest technology trends in Data. Join us, grab a beer during our open bar & let's talk! **When**: Thursday 12th March From 19:00 to 22:00 **Where:** Au Bassin (Le Hall!) Quai aux Briques 54 1000 Bruxelles **Agenda:** \- How Carrefour Belgium orchestrates data flows using BigQuery\, Pub/Sub\, Cloud Run Functions and MongoDB Atlas presented by Olivier Orban \- Data Platform Team Lead & Guillaume Hellin \- Data Engineer \- LLMs Talk\. Knowledge Graphs Remember\. An intuitive look at how LLMs and knowledge graphs complement each other to build more reliable AI systems\. presented by Michael Tandecki\, AI Engineer at Collibra \- Team management x AI: the good\, the bad\, and the ugly\, presented by\- Thibault Martin & Olivier Colot\, co\-founders at Diapason AI

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

**🃏 WHAT WE PLAY** We focus on **social interaction games** that are **fun, easy to learn, and engaging**. * **Thursdays** and Saturday nights are for **fun, social games** like Dixit, Coup, Skull, Codenames, Colt Express, Secret Hitler, Exploding Kittens, Bang and more!… Easy to learn, quick to laugh! * **Mondays** are for **deeper strategic games**, for players who love to plan and outthink opponents. Of course, these are just guidelines — you’re always welcome to bring and play whatever game you love! *** **🕖 SCHEDULE** * We meet at **7:00 PM**, with an **intro round at 7:15 PM**. * Arriving later? No problem! Just see a host — we’ll do our best to find you a seat. You might need to wait for a game to finish before joining the next one. **🎉 Good News! BFG is Free Again** As of July 1st, 2025, BFG is once again **free to join**, just like last year! The costs of running the group are now shared by the hosts. If you enjoy the events and want to say thanks, you're very welcome to **offer a drink (or two 😉) to a host** during the evening. A huge thank you to everyone who supported us financially earlier this year — you helped keep the group going, and we truly appreciate it. 🙏 *** **🎒 WHAT TO BRING** * Bring your favorite games and feel free to mention them in the comments. * If we’re meeting in a **park**, bring snacks, drinks, and something comfy to sit on — the grass can be damp even in summer! *** **☕ IF THE VENUE IS A CAFÉ** Please order **at least one drink** to support the venue, and pay directly at the bar. *** **✅ REGISTRATION** Please RSVP to help us plan for space and group sizes. **⌛ WAITLIST ETIQUETTE** * If you can’t make it, cancel **before 7 PM the day before** to give someone else a chance. * If you're **on the waitlist** and your plans change, cancel your RSVP so others aren't left hanging. *** **🤝 WANT TO HOST?** Interested in becoming a host or helping out? Let us know — we’d love to have you on board! *** **💬 FEEDBACK WELCOME** Suggestions or ideas? Drop us a message anytime — we’re always looking to make BFG even better. *** ### **🌟 Let’s have fun, discover great** **games, and build and make new friends** *** ###

Shake off the workday and train with a welcoming crew of internationals and Brussels professionals. This is a **co-hosted session with F45 Brussels**—fast, fun, and coached circuit training that fits perfectly after work. **Why join?** * **Community vibe:** Friendly, social, in English. * **All levels welcome:** Coaches demo every move with **easier/harder options**. * **Time-smart:** 45 minutes, full-body, high energy, great music. * **Accountability:** Come with the group, leave with endorphins. **What we’ll do** 1. Quick intro & warm-up 2. **F45 functional circuits** (intervals that mix strength + cardio) 3. Team finisher & cool down 4. Optional post workout social drink/rooftop bowling nearby (meet new people, not just new burpees 😉) **Good to know** * **When:** Thursday, **6:30 PM start** (arrive 6:15 to check in) * **Where:** **F45 Brussels** (Brussels Central Station) Galeries Ravenstein * **Bring:** Clean trainers, towel, water bottle * **Fitness level:** Beginner to advanced (scalable stations) * **Capacity:** Limited spots — **RSVP required** * **Price:** Free weekly tryout **Who this is for** * New in Brussels and want a **friendly fitness + social** routine * Busy professional looking for a **structured, coached** workout * Sunday Vacations regulars who want to stay fit for hikes & trips **About F45** F45 = **Functional 45-minute training**: coach-led, station-based, results-driven. Expect variety, technique tips, and a positive team atmosphere. See you on the floor at 6:30! 💪🏽✨ By joining this event, you agree to the Sunday Vacations [Terms & Conditions](https://www.sundayvacations.com/terms), [Privacy Policy](https://www.sundayvacations.com/privacy) & [Code of Conduct](https://www.sundayvacations.com/code)

Hot Streak (https://boardgamegeek.com/boardgame/446497/hot-streak) is a sophisticated game of manipulating odds, judging calculated bets and resolving complex... ah, who are we kidding? It's a game where we all crowd round and scream at stupid oversized mascots as they blunder along a racetrack, bumping into each other, falling over, and generally getting confused. Strike it lucky, go home fabulously wealthy, then come back tomorrow and lose it all again.

**Cinema Galeries : La Plaga** 12/03 @ 19h00 [...] The film is a combination of fiction and reality, which deals with the impact of the economic crisis. ‘La Plaga’ tells the story of five different characters living in the suburban area of Barcelona that are all hit by the consequences of the economic crisis. For more than four years Ballús worked together with these characters with the aim of showing their fight for survival in times of economic depression. For that reason, she has painted a portrait of the lives of five people living on the outskirts of a city, fields, streets or industrial parks. The movie tells the story of five apparently independent people, who end up connected to each other. Iurie, a Moldavian wrestler, works for the farmer Raül, who has big crop failures because of a plague of insects. The third is his neighbour Maria, who has to move to a retirement home, because of health problems. There she gets to know the Filipino elderly care nurse Rosemarie, who walks a cart-track every day to come to work where she always passes Maribel on a beach chair. Maribel tries to earn her living as a prostitute so she and her unemployed son can get by. Ballús explains that the film is based on true life stories, real emotions, situations and genuine characters. However nevertheless the director points out that “La Plaga is more of a composition than truth. The word documentary has high brow connotations, but it means not being manipulated or constructed. But for me everything in a film is constructed and manipulated, so it is more a film than a documentary.” Ballús’ movie wants to reflect the current critical situation in Catalonia, Spain and Europe. “We are all living in a situation of uncertainty about the future, a feeling of being lost in the system and excluded by politicians.” The film shows the difficult and unfortunate situation of five different people, but despite life’s hardships how they can handle their daily life and this is a big strength. That’s why Ballús wanted to present her story in this film, because these characters are real heroes of everyday life. [...] [Cinema Galeries](https://galeries.be/fr/lheure-dhiver-2026-la-plaga/) [Karina Reinhard, for the Agència Catalana de Notícies](https://www.catalannews.com/culture/item/catalan-film-director-neus-ballus-presents-la-plaga-at-the-berlin-international-film-festival) **For Dreamers, Coffee shots, Orezza, eau de Saint-Georges !**

_IMPORTANT: To RSVP you will also need to register as a member [here.](https://www.sundayvacations.com/membership)_ Join Sunday Vacations for a cozy Saturday brunch at **Aksum Coffee House**, one of Brussels’ most beautiful cafés, where rich Ethiopian coffee, fresh Moroccan crêpes, and vibrant international vibes meet in perfect harmony. This is more than just brunch, it’s a relaxed way to start your weekend, meet new people, and enjoy a soulful spot full of stories and flavors. ### 📍 Where? **Aksum Coffee House – Galeries Sainte Hubert (Just a few steps from Grand Place) ### 🕚 When? **Saturday at 11:30 AM** Come hungry, curious, and ready to mingle! ### 🍽️ What’s on the menu? ☕ Fresh-roasted Ethiopian coffee 🥞 Moroccan-style crêpes & artisan pastries 🥚 Tasty brunch dishes (vegetarian options too) 🧾 Everyone pays their own order at the counter. ### 👋 Who’s joining? Expect a mix of international professionals, friendly locals, and Sunday Vacations regulars. Solo? New in town? Come anyway, this is the perfect place to connect. --- 🧡 **Limited spots** – RSVP early to secure your place at the table. By joining this event, you agree to the Sunday Vacations [Terms & Conditions](https://www.sundayvacations.com/terms), [Privacy Policy](https://www.sundayvacations.com/privacy) & [Code of Conduct](https://www.sundayvacations.com/code)

Hey Brussels Sprouts!! **Our Language Exchange Event is coming up!! 🌍** We will have five language tables: **French, Dutch, English, Spanish, and Italian.** Each table will host around **2–5 participants**, **Participants rotate every 15–30 minutes** and you are welcome to move freely between tables to practice different languages. Native speakers are especially encouraged to join and share their language and culture! **Contribution to Our Events** Starting this year, we kindly ask participants to contribute in one of the following ways: **€5** per event, or **€40** annual membership fee If you feel like supporting us beyond this, to help people who can’t afford it, you are very welcome to do so 💛 If the contribution is a concern for you, please don’t hesitate to reach out to us directly 😉 **These contributions will help us:** * Cover the annual Meetup platform fee * Encourage everyone to respect RSVPs (We experienced a high number of no-shows at several events last year, which made organization more difficult.) * We will donate 10% collected fees to support Queer oriented organisations in the end of the year. Bank details: Yifei Yang BE12363234512492 Communication: your name+ event/membership **To make sure your spot is reserved, please complete your registration once you sign up.** We will prioritize those who have completed the registration process. Thank you very much for your understanding and cooperation. **Cheers!** 🥂 Brussels Sprouts 🇧🇪🥬💚

COMEDY CONNECT: The only place in Belgium where your vote matters! 🗓️ March 14th at 20.00 📍 The Sisters Cafè (Just behind Grand Place) [🎟️ Use the promo code CONNECT and get a ticket for only 7 euros!](https://www.eventbrite.be/e/comedy-connect-vol-8-an-interactive-english-comedy-show-march-14th-tickets-1980316215108?aff=oddtdtcreator) With the help of 4 incredible comedians, we will try to solve the important questions in life, like: Is it normal to wear socks in bed? Is dating your ex-partner a good idea? What is Brussels’ problem? The weather or the people? And much more! **MCs of the night:** Alyce Sevink Michele Marini

Hi everyone, This coffee morning event is @MIR Concept Coffee Store! Saturday, 14 March 2026, from 10:00 - 13:00. MIR opened its doors about 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!**

Join us for the 400th Coffee-Morning-Event! We will celebrate this anniversary on: Friday, 13 March 2026 19:30 - 23:00 Let’s have a drink and share an evening together at this great venue: **JARDIN Hospice - INDOOR VENUE** Jardin Brussels, offers unique and versatile spaces for wonderful group events in the heart of the city. Located on the historic Grand Hospice site, these spaces combine lush gardens and a charming indoor bar, creating the perfect backdrop for any occasion. https://jardin.brussels/fr/espace-evenementiel https://www.instagram.com/jardin.hospice/ \- see the pinned videos for privatisation I will share more information on how to access the indoor bar soon. **FOOD & DRINKS** * "Belgian Fries" can be ordered at the bar; * possibly some cupcakes/cake (if we have time to make them) => Have dinner before you arrive. Drinks are reasonably prices at the venue. **EVENT PRICE - 15 Euros** 50% covers the privatisation of the venue. 50% of the price will cover the bar staff & security hired for the evening + cleaning. **PAYMENT** 1. Most of you can make the transfer directly to my bank account. 2. with payconiq QR code AT THE COFFEE MORNING before the event. (Unfortunately payconiq QR codes can only be generated for a short moment on the spot now, NOT for 30 days anymore) 3. You can pay CASH at the coffee mornings before the event. Once you have registered, please, make the payment within 7 days.

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, March 14, at 14h** My phone number is 0472 92 11 76, in case you need to communicate with me.

This Sunday, we'll be off for a loop from Aywaille, with a little stop at a brewery on the way. We start from Aywaille going south and up into the hills. The path will first take us first through some forest before the landscape opens up and we will pass fields and some villages on the way. After about two hours, we will reach the manor house where the Misery Beer Co is located (https://www.miserybeerco.be). If they are nice people and let us have our sandwiches there, we will use this as our lunch break spot (possibility to buy drinks). We continue the hike through Harze with its impressive chateau before finally descending back into Aywaille, where we will find a bar for our final drink. Please note that trains back are only every two hours. I expect to be in Aywaille in time for the 17.23 train, but no guarantee, and I will not break into a run to make that train. So please do not sign up if you need to be back at a specific time, or unless you are prepared to break from the group and rush ahead by yourself. As the number of participants is limited, it is important that you manage your registration responsibly: only sign up if you really intend to come and cancel as soon as you know you can’t (this also goes for people on the waiting list!). We will try to keep close to an average speed of about 4.5 km/h. We will walk mainly on unpaved roads. I’ve not tested this track beforehand, so it’s possible that there are some mistakes in the planning (i.e. it may become longer ;-). ●●You can find the gpx track here: **Wikilocs:** https://www.wikiloc.com/hiking-trails/wanderung-nach-misery-beer-company-253702625 **Komoot**: https://www.komoot.com/de-de/tour/2514955856?share_token=arLuZVmmkV1kzNNR4jHlohEhhLyVIZLLMwMTJdx5tlq9DFJOTB&ref=wtd ●●Meeting point: We meet at 8h45 in the main hall of Gare Central, in front of Starbucks. Our train (IC507 to Eupen) leaves at 9.01. We change train in Liege (10.07 IC5310 to Troisviege) and arrive in Aywaille at 10.40. ●● Train tickets: BXL-Aywaille 14.90€/9.00€ with train+ each way ●● Back to Brussels: From Aywaille there are trains only every two hours. I will aim to get the one at 17.23, but no guarantees! The next would be 19.23. ●● Specifics: Distance: ca 25 km Elevation gain: around 500m Net walking time: ca 6 h Weather forecast: undecided, but not horrible In the unlikely case of too bad weather, we may cancel a hike, even few hours before the event. If this must happen, we will of course update the Meetup website and send out an email to those registered. So it is important to have access to either the Meetup.com website and/or your emails. ●● What to bring: * Comfortable hiking clothes &shoes * rain gear (just in case) * water and drink for the breaks * Compeed for blisters * some small money for drinks ●● Basic rules: Please RSVP only if you really intend to come. And if your plans change, update your RSVP asap, even hours before the walk. This is basic courtesy towards others. Repeated late cancellations are not well considered (at all). No-shows are even worse. Do not show up for a hike unless you are on the “going” list. ●● Acknowledgement of member responsibility and release of liability: You are responsible for yourself and should be fit enough if you want to take part. As the participation in the events is strictly voluntary and you freely choose to join, it is the responsibility of individuals participating to ensure that they are fit enough and have adequate coverage to protect themselves. By signing up for this event, you agree to release the organisers from any responsibility and liability.

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **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

📢 **RSVP Required - Limited Capacity** 🎟️ Please note that due to limited capacity, we cannot guarantee entry, food, or seating. Kindly understand that space is limited. Join us for a **FREE public event** with provided **refreshments**! Get ready for an exciting game meetup! We're thrilled to have you join us. Rest assured, we have ample space to accommodate multiple game playing. Game time: **2 pm to 5 pm**. Remember, just like in real life, you don't have to arrive on time to start playing. Here's the detailed **Agenda**: **1:45 pm - 2:00 pm: Opening & Setup** **2:00 pm - 2:30 pm: Food & Networking** **2:30 pm - 3:45 pm: Game Talk** **3:45 pm - 5:00 pm: Game Time** **5:00 pm - 5:15 pm: Closing** No need to bring anything other than yourself. Feel free to bring a friend and share some good jokes too! 🧐 We're excited to see you there! Don't forget to **RSVP to secure your spot**.

Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems: * Using running totals * Performing operations in intervals * Identifying data gaps and islands * Performing aggregates without losing detail Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.

**Hello Columbus!** **The community is buzzing and growing well.** **We are thrilled to bring our third BrowserStack QA Meetup on March 12th!** We are creating a space for deeper insights, meaningful connections, and a vibe you won't want to miss. **What to expect:** * **Connect:** Network with Columbus' top engineering and QA minds. * **Learn:** Real-world tactics and trends you can use immediately. * **Enjoy:** Food, drinks, and great community spirit. **Agenda** * **[Sam Gomez](https://www.linkedin.com/in/samueljgomez/)** is presenting "AI is more than LLMs: Choosing the right AI for your needs." **RSVP Essential:** Space is limited, and we want to ensure a great experience for everyone. **RSVP now to secure your spot!** 📍 **Venue:** Leading EDJE, 6515 Longshore Loop, Suite 300, Dublin, OH 43017 📍 **Free Parking:** 6725 Longshore Street, Dublin, OH 43017 📅 **Date & Time:** March 12, 6:00 PM **Stay Connected!** Want to continue the conversation beyond the meetup? Join our **BrowserStack Discord Server** to get updates, connect with fellow QA professionals, and be part of an ongoing discussion. **Don’t miss out—click below to join!** 🔗 [\[](https://discord.gg/6SdCyWTNyW)**[Join the BrowserStack Discord Server](https://discord.gg/6SdCyWTNyW)**[\]](https://discord.gg/6SdCyWTNyW) **A Few Notes:** ✅ This is an **in-person event** ✅ **RSVP does not guarantee a seat** – A confirmation email will be sent one day before the event. **TALK ABSTRACT:** AI is all the hype these days; however, despite (or maybe because of) the excitement around it, a high percentage of AI projects fail. Projects that are over budget, delayed, or that fail to scale past the POC phase are very common. In many of these scenarios, choosing the right approach can be as critical as the solution itself. Should you build a tailored machine learning model, leverage the power of large language models (LLMs), or integrate with AI copilots? Each option has unique strengths, trade-offs, and resource requirements, and the key to success lies in aligning your choice with your business goals and technical constraints. In this talk, we will go beyond the basic concepts and definitions to provide a practical guide that allows attendees to navigate these decisions through real-world case studies. We will examine scenarios in which different AI paradigms were chosen, discuss the factors that influenced those decisions, and outline the process for evaluating needs, constraints, and outcomes. From assessing data availability and team expertise to balancing cost and scalability, you'll gain insights into the critical considerations that guide the selection process. By the end of this session, you’ll have a clear process for determining whether machine learning, LLMs, or copilots are best suited to your AI challenges and understand the resources and strategies needed to bring your chosen solution to life. This talk is ideal for decision-makers, technical leads, and innovators seeking to demystify AI implementation and maximize the impact of their investments.

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

We meet at lunch each week and each meeting follows a fairly organized agenda. First all participants pass their business cards around. Then each member and guest is invited to give a one-minute overview of their company and what is a perfect referral for the week. We always have a 10 minute presentation from one of the members about their business in more detail. And finally we pass referrals. You're welcome to visit. Nobody is ever put on the spot. Bring plenty of cards!

Drake Lundstrom is presenting: Code Anywhere by Talking to your Phone Abstract: Have you heard the trend of people deploying code anywhere from checkout lines to doctors' offices? In this talk, you will learn how to talk to your phone and have an app on Azure to show your friend 5 minutes later. The basic DevOps tools you already know, plus a little bit of AI magic, are all you need! If you want to follow along, the demo will be in Azure with GitHub Actions and GitHub Copilot, and you can have it set up on your phone by the end of the session. Just come in with an Azure account and a GitHub repo. Join us for pizza, drinks, and networking @ Improving's office. Doors open at 5:45.