OpenStack

**SignUps on [LUMA](https://luma.com/wf99go3k) Only** [https://luma.com/wf99go3k](https://luma.com/wf99go3k) Hi PyLadies Berlin! In this members' talks evening held in-person and online, we will have an introduction from our sponsor Blacklane and some very insightful talks 🥳 **💡Erica Wolf - Queer coding** There are different meanings of Queer Coding. I will focus on the meaning grounded in Critical Theory and how Python, specifically, addresses this idea. **Level:** Experience of Python is not required 👩‍💻 Erica Wolf is a transgender woman, who escaped the political Dystopia of the USA in 2023. She has been writing Python for 20+ years and got to go through a painful transition from 2.7 to 3.X (I still always format my PRINT and RETURN statements wrong). She got an MS in Geographical Information Science (Make maps with computers) in the USA Currently, she is a Mentor/Coach for FLINTA people who have found themselves as leaders in Tech Startups. **💡Lisa Johannsen - Crypto Bot** She will introduce my CryptoBot project, which combines real-time data processing, machine learning, and scalable system design. By comparing historical price data with live streaming data, the model predicts price movements and determines whether to buy or hold. **Level:** Intermediate Developer 👩‍💻 Lisa Johannsen is a Diplom Engineer from Berlin working as a Data Engineer. She enjoys building reliable and scalable data systems, while finding the right balance between automation, trust in data, and human expertise. For her, the best data solutions come from combining solid engineering with critical thinking and real-world context. **💡Maya Öykü Gümüs - Navigating Technical Interviews: Lessons From Both Sides** ​In this talk, I share my journey from being a tech candidate and an interviewer, offering a behind-the-scenes perspective on the hiring process in 2026. Drawing from experiences on both sides of the table, I’ll break down how technical interviews are structured today, what companies are really evaluating, and how expectations have evolved. Attendees will gain practical insights into modern tech hiring trends, common pitfalls, and how to approach interviews with greater clarity and confidence—whether as candidates or future interviewers. ​ ​**Level:** Experience of Python is not required ​ ​👩‍💻 Speaker introduction ​ ​\*\*[✨](https://emojipedia.org/sparkles/) Blacklane\*\* our wonderful host. *** ​📆 Agenda ​18h30 Doors open ​19h10 Community Announcements ​19h20 Welcome from our sponsor ​19h30 **Erica Wolf - Queer coding** ​19h40 **Lisa Johannsen - Crypto Bot** ​20h20 Short break ​20h30 **Öykü Gümüs - From Candidate to Interviewer: Understanding Tech Hiring in 2026** ​21h00 Networking ​21h30 See You Next Time! :D *** ❓ Can men attend ❓ Everyone is welcome. :) If you identify as someone well-represented in open source and in tech, please be mindful of the space and privileges you have, and use it to support others. [🎥](https://emojipedia.org/movie-camera/) This hybrid event will be streamed on YouTube [https://www.youtube.com/@PyLadiesBerlin](https://www.youtube.com/@PyLadiesBerlin) 🍕 There will be food and drinks (with vegetarian and vegan options thanks to our sponsor) 🤝 By attending our online event, you agree to the PyLadies Code of Conduct: https://www.pyladies.com/CodeOfConduct/ 📧 Contact Interested in speaking at one of our events? Have a good idea for a Meetup? Get in touch with us at berlin@pyladies.com 💬 Find us on the PyLadies Global workspace: 1. https://slackin.pyladies.com enter your email address. * Accept the email invitation 2. Go to workspace https://pyladies.slack.com 3. Join channel #city-berlin, #germany, #jobs-europe

Pojďme se pravidelně potkávat a sdílet zkušenosti z Power Platformy, co nás na ní baví, co nás trápí a co nového zajímavého přichází. A pokud už nám to někde reálně běží, pochlubme se, jak to funguje nebo nefunguje. Témata jsou primárně Power Automate, Power Apps, Power Pages, Power BI, Copilot Studio, Dynamics 365 a Dataverse. Budeme rádi i za méně pokročilé příspěvky, protože většinou jsme velmi hluboko v technických detailech. **Lokalita:** Fyzicky v Microsoftu v Praze Vyskočilova 1561/4a, Praha 4, 140 00 Místnost Morava Případně online na [https://ppug.community/stream](https://ppug.community/stream) **Jazyk:** čeština **Agenda:** [https://ppug.community/agenda](https://ppug.community/agenda) **Přihlašte vlastní příspěvek:** [https://ppug.community/sessions](https://ppug.community/sessions) **Link na stream:** [https://ppug.community/stream](https://ppug.community/stream) **Občerstvení:** Bagety **Úroveň:** 100-300 Tak si prosím naplánujte čas ve svých kalendářích a přijďte, pokud bude chuť a čas, tak si po meetupu určitě můžeme sednout na pivo.

Ranking zeigt, auf welchem Platz deine Webseite in der Suchmaschine steht und wie gut sie im Vergleich zu anderen Webseiten abschneidet. Es zeigt, wie sichtbar deine Webseite ist, wenn Menschen nach den Themen oder Angeboten suchen, die du hast. Eine gute Platzierung bedeutet, dass mehr Leute deine Seite finden und anklicken. Wenn also deine Webseite ein gutes Ranking hat, halten Suchmaschinen sie für wichtig und zuverlässig zu bestimmten Themen. Oliver Mösing, Betreiber von [DREIDREIEINS](https://331.de/) ↗, Mitinhaber der Kreativagentur [kowerk](https://kowerk.de/) ↗ sowie Mitorganisator von [WordPress Meetup Potsdam](https://www.meetup.com/de-de/wpmeetup-potsdam/) ↗ zeigt uns anhand anschaulicher Praxisbeispiele, wie man durch technische Suchmaschinenoptimierung auffällige Suchergebnisse erzeugt. ... Alle dürfen bei unseren [WordPress-Meetups](https://wpdrs.de/) ↗ kostenfrei teilnehmen, unabhängig von den Vorkenntnissen, der Ausbildung, dem wirtschaftlichem oder finanziellem Hintergrund oder aus irgendwelchen anderen Kriterien. ... TREFFPUNKT: [Sächsische Landesbibliothek – Staats- und Universitätsbibliothek Dresden (SLUB)](https://www.slub-dresden.de/) ↗ Zellescher Weg 18 01069 Dresden ➡️ Gruppenraum 0.46 (in der Ebene 0); siehe [3D-Gebäudeplan](https://3d.slub-dresden.de/viewer?p=3&b=5&f=11&c=8939&l=3003&lang=de) ↗ (Der zutreffende Gruppenraum für unseren Treff in der SLUB wird hier noch rechtzeitig vorher bekanntgegeben.) ... EINSCHRÄNKUNG: Max. 12 Personen ... HINWEISE Die Teilnahme an unserem WordPress-Meetup ist kostenlos. Es gelten hierbei unsere [Regeln](https://wpdrs.de/ueber-uns/regeln/) ↗ ... CODE OF CONDUCT Als WordPress Meetup verpflichten wir uns den Code of Conduct (sprich: unsere "Verhaltensregeln") einzuhalten. [Diese findest du hier](https://wpdrs.de/ueber-uns/regeln/verhaltenskodex/) ↗. ... VERWEISE • [Unsere Webseite](https://wpdrs.de/) ↗ • [Wir bei Linkedin](https://www.linkedin.com/company/wordpress-meetup-dresden/) ↗ • [Wir bei Mastodon](https://mastodon.social/@wpdrs) ↗ • [Nützliche Links](https://wpdrs.de/linksammlung/) ↗

Frameworks, Patterns und Deployment-Modelle – oft steht die Architektur eines Systems schon fest, bevor überhaupt klar ist, was es leisten muss. Aber was, wenn wir den Spieß einfach umdrehen? In diesem Meetup decken wir auf, wie Architektur organisch aus den echten Qualitätszielen eines Systems entstehen kann. Stefan Priebsch zeigt, wie "Domain-Driven Architecture" funktioniert und warum wir uns nicht länger in voreiligen technologischen Sackgassen verrennen sollten. Aber damit nicht genug: Auch in der KI-Welt stoßen wir an harte Grenzen. LLMs sind zwar die aktuellen Stars am Tech-Himmel, aber ihre klassischen Transformer-Modelle fressen Speicher und sprengen bei langen Sequenzen schnell das Budget. Anastasia Hort nimmt uns mit in die Zukunft und erklärt, warum „Liquid Foundation Models“ (LFMs) der nächste logische Schritt sind. Was wäre, wenn neuronale Netze so flexibel wie biologische Systeme und so effizient wie klassische Differentialgleichungen arbeiten könnten? Sei dabei, wenn wir hinter die Kulissen blicken und die Evolution von zukunftssicheren Softwarearchitekturen und der nächsten KI-Generation beleuchten. **\*\*\* Agenda \*\*\*** 17:30 Uhr \| Doors open\. Schnapp' dir Snacks & Getränke\. 17:45 Uhr \| Welcome & Intro 18:00 Uhr \| Liquid Foundation Models: Jenseits klassischer LLMs \- Anastasia Hort 18:45 Uhr \| Domain\-Driven Architecture \- Stefan Priebsch 19:30 Uhr \| GetTogether Wir sind Partner der ROSIK. **\*\*\* Unsere Vorträge \*\*\*** **Liquid Foundation Models: Jenseits klassischer LLMs - Anastasia Hort** LLMs haben in wenigen Jahren unsere Art zu arbeiten, zu programmieren und zu kommunizieren grundlegend verändert. Während manche sie skeptisch betrachten und andere sie nahezu vergöttern, suchen viele nach Wegen, ihr Potenzial effizient auszuschöpfen. Doch klassische Transformer-Modelle stoßen zunehmend an ihre Grenzen: Die quadratische Komplexität der Attention und der speicherintensive KV-Cache machen die Verarbeitung langer Sequenzen extrem kostspielig. Was wäre, wenn neuronale Netze so flexibel wie biologische Systeme und zugleich so effizient wie klassische Differentialgleichungen sein könnten? In diesem Vortrag werfen wir einen Blick auf eine neue Modellgeneration: Liquid Foundation Models (LFMs). Wir analysieren den Paradigmenwechsel von statischen Gewichten hin zu dynamischen, zeitkontinuierlichen Systemen. **Domain-Driven Architecture - Stefan Priebsch** Häufig entsteht Architektur sehr früh durch technologische Entscheidungen, etwa durch die Wahl von Frameworks, Architekturstilen oder Deployment-Modellen. Doch was wäre, wenn wir diesen Prozess umkehren würden? Wenn Architektur lediglich aus den Qualitätseigenschaften eines Systems hervorgeht und sich evolutionär weiterentwickelt? In diesem Vortrag wird Domain-Driven Architecture vorgestellt, ein neues, leichtgewichtiges Vorgehensmodell. Es ist von Domain-Driven Design inspiriert und dessen Prinzipien werden gezielt auf architektonische Entscheidungsprozesse übertragen. Dabei steht nicht nur die Modellierung im Vordergrund, sondern die bewusste Gestaltung einer langlebigen Architektur mit kurzlebigen Implementierungen, die sich anhand konkreter Schwellenwerte weiterentwickeln. Anhand realer Projektbeispiele lernen wir, wie das in der Praxis funktioniert. So entsteht eine Architektur, die gezielte und kontrollierte Veränderungen ermöglicht, ohne durch technologische Festlegungen frühzeitig eingeschränkt zu werden. Der Vortrag richtet sich an alle, die Architektur als evolutive Disziplin verstehen wollen, also als etwas, das bewusst entworfen, kontinuierlich bewertet und weiterentwickelt wird, während sich Domäne und Anforderungen stetig verändern. **\*\*\* Unsere Speaker \*\*\*** **Anastasia Hort** ist Software Engineer bei QAware. In ihrer Masterarbeit beschäftigte sie sich mit Data Science und vertiefte dabei ihr Interesse an datengetriebenen Methoden und Machine Learning. Besonders fasziniert sie, wie Modellierung und Algorithmen helfen können, Ordnung in komplexe, unsichere Systeme zu bringen. In ihrer Freizeit näht sie gerne und liebt es, aus einem simplen Stoffstück mit Kreativität und eigenen Ideen etwas Einzigartiges zu erschaffen. **Stefan Priebsch** ist Berater für Software-Erfolg. Mit über 30 Jahren Erfahrung als Berater, Coach, Trainer, Universitätsdozent und Keynote-Speaker hilft er Unternehmen dabei, komplexe Software in vorhersehbaren Geschäftswert umzuwandeln. Er hat einen Abschluss in Informatik, ist Erfinder von zwei Patenten und Autor mehrerer Fachbücher. Er hält regelmäßig Vorträge auf internationalen Konferenzen, wo er konventionelles Denken hinterfragt und Unternehmen dabei hilft, nachhaltige, weiterentwickelbare Systeme aufzubauen. Stefan ist bekannt dafür, architektonische Klarheit mit geschäftlicher Wirkung zu verbinden. Dabei konzentriert er sich auf Softwarearchitektur, domänengetriebenes Design und entscheidungsorientierte Transformation, um Technologie mit strategischen Zielen in Einklang zu bringen.

**Tatry AI Community #1: Čo mi AI zmenilo v práci** Prvé stretnutie novej AI komunity pri Tatry IT! AI sa vyvíja tak rýchlo, že sledovať všetko sám je nemožné. Preto sme sa rozhodli stretávať sa pravidelne a zdieľať, čo funguje, čo nie a čo sa oplatí vyskúšať. **Čo nás čaká:** 🎯 Téma: **Čo mi AI zmenilo v práci** Každý v 2-3 minútach ukáže jeden AI nástroj alebo workflow, ktorý reálne používa. Žiadne "slajdy", žiadna príprava — stačí otvoriť notebook a ukázať. Ak ešte nič nepoužívaš, nevadí — príď sa inšpirovať. 📋 **Program**: • Rýchle zoznámenie — kto si a čo robíš (10 min) • "Čo mi AI zmenilo v práci" — ukážky a diskusia (40-50 min) • Organizačné — dohodneme formát a témy na ďalšie stretká (15 min) • Voľná diskusia a networking 🍺 👥 Pre koho to je: Pre každého, kto AI používa v práci alebo sa chce naučiť — developeri, DevOps, projekťáci, dizajnéri, jednoducho ktokoľvek z IT kto je zvedavý. Nič nemusíš vedieť dopredu. Stačí prísť. Zaregistruj sa [tu](https://docs.google.com/forms/d/e/1FAIpQLScZR48BMmjZIMcc2rfJqIeRgSswvTQESiAa_VlojNFYxfaJHA/viewform?usp=publish-editor). Zaujíma Ťa niečo konkrétne, alebo máš zaujímavú tému? Napíš nám ([community@tatryit.sk](mailto:community@tatryit.sk)). Tatry IT Team Eventy organizujeme v spolupráci s [Coworking Poprad](https://coworkingpoprad.sk/).

**SignUps on [LUMA](https://luma.com/wf99go3k) Only** [https://luma.com/wf99go3k](https://luma.com/wf99go3k) Hi PyLadies Berlin! In this members' talks evening held in-person and online, we will have an introduction from our sponsor Blacklane and some very insightful talks 🥳 **💡Erica Wolf - Queer coding** There are different meanings of Queer Coding. I will focus on the meaning grounded in Critical Theory and how Python, specifically, addresses this idea. **Level:** Experience of Python is not required 👩‍💻 Erica Wolf is a transgender woman, who escaped the political Dystopia of the USA in 2023. She has been writing Python for 20+ years and got to go through a painful transition from 2.7 to 3.X (I still always format my PRINT and RETURN statements wrong). She got an MS in Geographical Information Science (Make maps with computers) in the USA Currently, she is a Mentor/Coach for FLINTA people who have found themselves as leaders in Tech Startups. **💡Lisa Johannsen - Crypto Bot** She will introduce my CryptoBot project, which combines real-time data processing, machine learning, and scalable system design. By comparing historical price data with live streaming data, the model predicts price movements and determines whether to buy or hold. **Level:** Intermediate Developer 👩‍💻 Lisa Johannsen is a Diplom Engineer from Berlin working as a Data Engineer. She enjoys building reliable and scalable data systems, while finding the right balance between automation, trust in data, and human expertise. For her, the best data solutions come from combining solid engineering with critical thinking and real-world context. **💡Maya Öykü Gümüs - Navigating Technical Interviews: Lessons From Both Sides** ​In this talk, I share my journey from being a tech candidate and an interviewer, offering a behind-the-scenes perspective on the hiring process in 2026. Drawing from experiences on both sides of the table, I’ll break down how technical interviews are structured today, what companies are really evaluating, and how expectations have evolved. Attendees will gain practical insights into modern tech hiring trends, common pitfalls, and how to approach interviews with greater clarity and confidence—whether as candidates or future interviewers. ​ ​**Level:** Experience of Python is not required ​ ​👩‍💻 Speaker introduction ​ ​\*\*[✨](https://emojipedia.org/sparkles/) Blacklane\*\* our wonderful host. *** ​📆 Agenda ​18h30 Doors open ​19h10 Community Announcements ​19h20 Welcome from our sponsor ​19h30 **Erica Wolf - Queer coding** ​19h40 **Lisa Johannsen - Crypto Bot** ​20h20 Short break ​20h30 **Öykü Gümüs - From Candidate to Interviewer: Understanding Tech Hiring in 2026** ​21h00 Networking ​21h30 See You Next Time! :D *** ❓ Can men attend ❓ Everyone is welcome. :) If you identify as someone well-represented in open source and in tech, please be mindful of the space and privileges you have, and use it to support others. [🎥](https://emojipedia.org/movie-camera/) This hybrid event will be streamed on YouTube [https://www.youtube.com/@PyLadiesBerlin](https://www.youtube.com/@PyLadiesBerlin) 🍕 There will be food and drinks (with vegetarian and vegan options thanks to our sponsor) 🤝 By attending our online event, you agree to the PyLadies Code of Conduct: https://www.pyladies.com/CodeOfConduct/ 📧 Contact Interested in speaking at one of our events? Have a good idea for a Meetup? Get in touch with us at berlin@pyladies.com 💬 Find us on the PyLadies Global workspace: 1. https://slackin.pyladies.com enter your email address. * Accept the email invitation 2. Go to workspace https://pyladies.slack.com 3. Join channel #city-berlin, #germany, #jobs-europe

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

**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.

**Understanding the Columbus Housing Market: Let’s Talk Downsizing for Seniors** Understanding the Market to Make Your Best Move Yet Thinking about downsizing or helping a parent prepare for a move? Join us for a friendly, educational seminar designed specifically for seniors in Central Ohio. We’ll break down what’s happening in today’s Columbus housing market, explore timing and planning for downsizing, and discuss easy ways to prepare a longtime home for sale—without overwhelm. You’ll also learn about low‑maintenance housing options, financial considerations, and simple steps to make your next move smooth and stress‑free. This is a relaxed, no‑pressure event where you can ask questions and get practical advice tailored to seniors and their families. Hosted by: Katie McCartney, Broker & Senior Real Estate Specialist® (SRES)

We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.