Computers

**Cloud Native Night Munich** AI agents are no longer just generating text — they are opening pull requests, deploying to Kubernetes, and making autonomous decisions inside production systems. But how do we secure, govern, and observe systems that are inherently non-deterministic? In this meetup, we explore practical patterns for fine-grained authorization of AI-driven DevOps workflows and robust observability strategies for autonomous agents. Expect concrete architectures, cloud-native tooling, and real-world lessons for building agentic AI you can actually trust in production. THIS MEETUP WILL BE HYBRID. **\|** Zoom link will be available shortly before the meetup starts \*\*\* AGENDA \*\*\* * 6\.30 PM \| Doors open\. Grab some snacks & drinks\. * 7\.00 PM \| Welcome & Intro – **Start of hybrid meetup** * 7\.15 PM \| **Beyond API Keys: Fine-Grained AI Agent Authorization for DevOps**, Ankit Asthana (Cloud infrastructure Architect at SQUER), Tom Graupner (Head of Cloud & Platform Engineering as SQUER) * \~8:15 PM \| **Mastering Agentic Observability: Reliable Multi-Agent Systems with OpenTelemetry,** Nicolai Ommer (Software Architect at QAware) * afterwards: More snacks & drinks, and a lot of time for networking with all attendees and speakers. \*\*\* ABSTRACTS \*\*\* **Beyond API Keys: Fine-Grained AI Agent Authorization for DevOps**, Ankit Asthana (Cloud infrastructure Architect at SQUER), Tom Graupner (Head of Cloud & Platform Engineering as SQUER) AI agents are increasingly performing powerful DevOps actions like opening pull requests and deploying to Kubernetes. Yet most teams still rely on static tokens for authorization, which creates security and governance risks. In this talk, we present a practical pattern using OpenFGA and an Agent Gateway to enforce relationship-based, auditable authorization for AI-driven DevOps workflows—ensuring automation remains fast, controlled, and explainable. **Mastering Agentic Observability: Reliable Multi-Agent Systems with OpenTelemetry,** Nicolai Ommer (Software Architect at QAware) The software landscape is undergoing a paradigm shift. Agentic AI. While microservices operate deterministically, AI agents act probabilistically and often unpredictably, making them autonomous. This presents a significant challenge for platform engineers and DevOps teams. How can you monitor a service whose response varies with each call? How can you debug a 'hallucination' or an endless loop in decision-making? In this talk, we will demonstrate why traditional 'golden signals' (latency, traffic and errors) are insufficient for AI agents and explain how they must be expanded. We treat agents as the new microservices and use the well-established OpenTelemetry (OTel) standard to shed light on the inner workings of LLMs and agentic workforces. \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* Please comply with our [Code of Conduct](https://www.greenmanifesto.de/en/code-of-conduct). Please note that photos are taken during the meetup. If you do not want to appear in the photos, please contact the meetup team at the beginning of the event. Bitte halte dich an unseren [Code of Conduct](https://www.greenmanifesto.de/code-of-conduct). Während unserer Meetups werden Fotos aufgenommen. Falls du nicht auf den Fotos erscheinen möchtest, sprich bitte zu Beginn der Veranstaltung mit unserem Meetup Team.

Lerne wie ein 3D Drucker funktioniert, und worauf du alles bei der Nutzung achten solltest. Du bist schon Member im Maschinenraum? Je nach Nutzungsmodell, bekommst du einen Teil der Gebühr als Guthaben auf dein Fabman Konto rückerstattet.

Un viaggio nel mondo dell'homelab: dall'hardware al software, passando per WordPress, Docker, Proxmox e modelli AI locali. Perche' montarsi un server in casa nel 2026? Per imparare, acquisire competenze reali e divertirsi un sacco. Vedremo come si e' evoluto il self-hosting negli ultimi 15 anni, cosa serve davvero per iniziare, quali tool vale la pena provare e come accedere ai propri servizi da fuori casa senza impazzire col networking. Per chiudere, un po' pratica: apriremo il terminale per "deployare qualcosa" qualcosa insieme. Non serve un datacenter. Basta un mini PC, un po' di curiosita' e la voglia di sporcarsi le mani **Agenda** * **18:15** \- Presentazione del Pisa WordPress Meetup \(chi siamo\, cosa facciamo\) * **18:45** \- Presentazione del talk: "WordPress\, AI & Co\. a Km Zero\. Viaggio alla scoperta del magico mondo dell'Homelab" * **19:15** \- Osservazioni conclusive * **19:30** \- Domande e risposte * **19:45** \- Proposte per i prossimi meetup * **20:15** \- After Meetup: socializzazione in un ristorante/pizzeria nelle vicinanze **After Meetup** Al termine dell'evento, ci sposteremo presso un ristorante/pizzeria della zona per continuare le discussioni e il networking in un ambiente informale. Tutti sono benvenuti! **Informazioni Utili** * **Dove**: CNA Pisa è nel quartiere "La Fontina" alle porte di Pisa. La località è Ghezzano, nel comune di San Giuliano Terme. È raggiungibile sia a piedi che in bici dal centro, il posto si trova dietro il Carrefour, nella zona dove stanno anche attività come Mercatopoli e CampoBase. * **Accessibilità**: Il luogo è accessibile ai partecipanti con mobilità ridotta. **Partecipa!** Vuoi proporre un talk per il prossimo meetup? Compila ed invia il [modulo di proposta](https://wppisa.it/partecipa-proponi-tu-un-meetup/). **Contatti** * **Slack** ([https://it.wordpress.org/slack/](https://it.wordpress.org/slack/)): [#wppisa](https://italia-wp-community.slack.com/archives/C05EJKEKT6V) * **Email**: [wpmeetuppisa@gmail.com](http://mailto:wpmeetuppisa@gmail.com/) * **Social**: [facebook](https://www.facebook.com/profile.php?id=61553606083235&locale=it_IT), [instagram](https://www.instagram.com/wpmeetuppisa/) * **Whatsapp:** [canale pubblico](https://whatsapp.com/channel/0029VaMgd0W3QxRwzxDIC11f) * **Sito Web**: [wppisa.it](https://wppisa.it/) **Informazioni Aggiuntive** * **Pubblico di Riferimento:** Sia che tu sviluppi temi o plugin, sia che tu gestisca solo siti o i suoi contenuti, questo incontro è fatto per te. * **Livello delle Competenze**: Che tu sia un veterano alla ricerca delle ultime novità o un nuovo utente ansioso di gettare basi solide, troverai qualcosa adatto a te. * **Cosa Aspettarsi**: Partecipa per apprendere, condividere esperienze e connetterti con la community locale di WordPress.

\# MICROSOFT FABRIC USER GROUP AUSTRIA **Sechstes Meetup \| 19\. März 2026 \| ab 18:00 Uhr \(vor Ort\) / 19:00 Uhr \(remote\)** 📍 adesso Austria, Graz 🍴 Snacks & Drinks 🖥️ Hybrid 💬 Sessions: Englisch Wir freuen uns, euch zum sechsten **Meetup** der **Microsoft Fabric User Group Austria** einzuladen. Unsere Community trifft sich **monatlich** und rotiert dabei zwischen **Wien, Graz** und **Linz**. Diesmal sind wir bei **adesso Austria** in **Graz** zu Gast. **AGENDA** **18:00** – Ankommen · Leute kennenlernen · Snacks & Drinks genießen **18:45** – Begrüßung · *Fabric, Power BI & Community News* **19:00** – *Mastering Power BI Model Types - Import, DirectQuery, or Composite?* \| [Gregor Prohaska](https://www.linkedin.com/in/gregor-prohaska/), COSMO CONSULT (englisch) **20:00** – Offene Runde · Fragen, Austausch & gemütlicher Ausklang **ABSTRACT** *Mastering Power BI Model Types - Import, DirectQuery, or Composite?* - **Gregor Prohaska** Whenever you start a new Power BI project, you must choose the right model type — a decision that shapes all the work that follows. This session explores the world of Power BI model types, focusing on the differences between Import, DirectQuery, and Composite models. We examine the limitations, advantages, and requirements of each model to provide a clear decision guideline for when to use each one. This session aims Power BI developers, data analysts, BI architects, and anyone interested in maximizing the efficiency and flexibility of their Power BI solutions. By the end of this session, atttendees will * know the main differences between Import, DirectQuery and Composit models * be able to choose (wisely) the right model for a given task * understand the impact on report design, user experience and governance If you want to avoid classic model type mishaps, this session is for you. Make your users (and database admins) happy and choose wisely!

Singen, Lachen und es lustig haben. Wir versuchen soviele Töne wie möglich zu treffen und das ganz ohne Autotune.

\*räusper \* Willkommen, mir sin a hauptsächlich casual EDH gruppa, mir sin prinzipiell sehr Proxy Freundlich und primär spielen mr eher für ank spass😊Notausgänge befinden sich Links und Rechts neben den Toiletten. Es sind durchschnittlich 12-16 Spieler vor Ort, von denen sich niemand über meetup anmeldet....oder überhaupt anmeldet. Wenn ihr lieber was anderes spielen wollt, ist auch ok. Wir haben genug Platz. English: Come and play magic with us. Use proxies if you want to. Have fun. Wanna play other games. Feel free to come. We've got enough space. We are around 12-16 players, just ignore the attendee list from meetup.

## (Lesson 2) ## What to expect Project Equilibrium is an in-person introduction to disciplined, rule-based trading automation. This first event is designed to be clear, practical, and approachable no hype, no pressure, and no prior technical background required. ### Why we meet (two-session structure) This meetup is structured as **two lessons**: **Lesson 1 — The “Why” (mindset + framework)** * What Project Equilibrium is (and what it is not) * Why we focus on process, rules, and execution discipline * What “24/7 execution” means in practice * Q&A and open discussion **Lesson 2 — The “How” (step-by-step setup)** * A simple walkthrough of the basic tools you need * Step-by-step guidance to install and prepare the required exchange apps/accounts * A clear checklist to be ready for future sessions (You won’t be left alone—everything is explained calmly and in order.) ### What to bring To make the second lesson smooth, please bring: * **A smartphone** (for authentication and exchange app setup) * **A laptop** (for the setup steps and configuration) If you only have one device, you can still join Lesson 1. The setup lesson is simply easier with both. ### Who this is for * People curious about algorithmic execution and portfolio discipline * Beginners who want a structured approach * Experienced traders who want more consistency and less stress ### Agenda * Welcome + introductions * Lesson focus of the day (Why / How) * Guided walkthrough (where applicable) * Q&A + next steps ### How to find the group * Arrive a few minutes early and look for the **Project Equilibrium** group. * I will be there to welcome attendees if you’re unsure, simply ask the venue staff for the Meetup group name.

Join us for a relaxed and open-minded gathering where books spark conversations. Bring a book you’re currently reading, a book you loved, or even just an idea or insight you’ve been thinking about. Each person who wants to can briefly share their book or topic with the group—what it’s about, what stood out to you, or what questions it raised. After that, we’ll let the conversation flow naturally. We might dive deeper into a few books, explore related ideas, or simply follow whatever interesting topics emerge from the group. You’re also very welcome to come without a book and just listen, join the discussion, or enjoy some casual conversation. What to Expect: Short informal book or idea sharing (optional) Open discussion inspired by the books or topics Curious and friendly people Casual conversations and new perspectives There’s no required reading and no pressure to present—just bring curiosity and a willingness to share or listen. Who Should Come:Anyone who enjoys books, ideas, learning from others, or simply meeting thoughtful people for a good conversation. What to Bring (Optional): A book you’d like to share An interesting idea or question Your curiosity Whether you’re an avid reader or just enjoy thoughtful conversations, you’re welcome to join us.

**Join Anne in the cosy Bubble Yoga studio or online to close your week wrapping yourself in the softness of this Yin practice.** Landing from your day with soft movements and some myofascial release elements, leading to soothing yin and restorative poses. Embracing stillness and simplicity to restore balance and nourishment. Welcome to your Sunday night cocoon. **Class in English // Open to all levels** **Join at the studio or live online via Zoom.** **\>\> Registrations mandatory [HERE](https://bubbleyoga.ch/yoga/schedule/).** Yoga mats & all equipment available at the studio. Simply bring comfy clothes to move. **Pricing options:** '2 for 1' Welcome Pack CHF 35 1 month unlimited Intro Pass CHF85 ZOOM Drop-in class CHF20 STUDIO Drop-in class CHF35 / Abos available. All details available on [http://www.bubbleyoga.ch](http://www.bubbleyoga.ch/) Come as you are & bring your friends! *** Bubble Yoga Kirchgasse 12 9000 St. Gallen *NB: The entrance door is at the BACK of the building, from the pathway facing Magnihalden fountain*

**Join Anina every Sunday morning for an open level Hatha Yoga class!** This class is our way to #GiveBack to our Community, making yoga accessible to all with a reduced class price. It is an invitation to come together and share our love of yoga to serve others. The funds collected with the Community Classes are donated in equal parts to the Yoga Medicine Seva Foundation and Paréa SG, supporting broader communities through your own practice. Expect a balance of postures, breath and meditation practices, led each week with a specific theme drawn from the yoga philosophy - reflecting on how your practice on the mat can also nourish your daily life. **Class in English // Open Levels** Space is limited to 10 students. **\>\> Registration is mandatory [HERE](https://bubbleyoga.ch/yoga/schedule/).** Donation price is on 'pay what you can' basis, starting at CHF10. Yoga mats & equipment provided at the studio, simply come with comfortable clothes to move. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- The **Yoga Medicine Seva Foundation**'s mission is to fight human trafficking and sexual exploitation by empowering global, impoverished communities through efforts of education and entrepreneurship. You can learn more about the foundation [here](https://yogamedicine.com/india-seva/). **Paréa St. Gallen** supports humanitarian projects for displaced people at Europe’s borders. Every contribution goes directly to projects that provide safety, dignity, and essential resources to those in need. Additionally, Paréa SG organises events and campaigns to raise awareness about refugees' reality, aiming to foster understanding and solidarity within Swiss society.

An idyllic path leads from the village through the forest to Maran, captivating visitors along the way. Squirrels and birds are tame and will even eat right out of your hand. On the approximately 2 km trail through the woods, you can observe, study, and, of course, photograph these charming creatures. (Birds: Eurasian Jay, Nutcracker, Nuthatch, Crested Tit, Great Tit, Alpine Tit, Coal Tit, ...) On this popular themed trail, the squirrels come very close when they are being fed (they might even climb up your leg!), so you don't necessarily need a very long telephoto lens. Walkers often take photos with their mobile phones. Those who want to photograph the animals in their natural habitat can also place nuts on tree stumps and wait for someone to retrieve them. Ideal conditions for practicing wildlife photography, even for beginners. If you also want to photograph small birds, bring the longest focal length you have. Near the end of the trail is the restaurant "Isblaatere" / Hof Maran, where you can warm up, relax, and perhaps even sunbathe after you've had your fill of photography. From there you can hike back to the Obersee or take the bus. The Obersee itself is also a subject for photographs. **What to bring?** * Your favourite camera with normal and telephoto lenses (and perhaps a monopod) * Suitable clothes for standing around in the winter wood, warm solid shoes, gloves * (Arosa is located in the mountains at almost 1800 meters above sea level.) * Picnic on the go for you * Food for the animals such as walnuts, hazelnuts, sunflower seeds or birdseed (to keep the animal models patient) **Getting there** * By car: Drive to Parkplatz Obersee, Oberseepromenade, 7050 Arosa * By train: From Zürich HB, take the IC3 at 06:38 to Chur, arriving at 07:52. In Chur change to the R16 to Arosa which leaves at 08:08, arriving at 09:09. **Cost** There is a participation fee of CHF20, which goes towards covering incidental costs incurred by the organiser and any remainder to supporting the club.

The monthly Zen meditation retreat at Lambda Zen Temple is a three day meditation retreat, where we reexamine the true self through a very simple hermitagelike life-style. The retreat starts monthly every third Friday at 10am (10:00) and ends Sunday at 3pm (15:00). Everyone concentrates her consciousness on the given task while working. To work is to cleanse the mind. Work is an opportunity to meditate and become awakened to the real self. A small event in daily life can become an important moment of awareness for one who is in great darkness. Only through your determined and thorough examination of body and mind, worth and harmony can be formed. *SCHEDULE* Friday 10:00 Sitting Meditation 12:30: Lunch, then informal tea 14:00 Module 18:30 Dinner 19:15 Sitting Meditation 23:00 Lights Out Saturday 4:00 Sitting Meditation 5:45 Breakfast 6:30 Walking Meditation, full day hike ~18:00 Dinner 1h Break ~19:15 Sitting Meditation 22:00 Lights Out Sunday 6:30 Sitting Meditation 8:00 Breakfast Working Meditation Lunch 30min Break Cleanup and Packing 14:00 Sitting Meditation 15:00 End of retreat Module (not freely selectable): Meditation, Working, Cooking, Hiking, Gardening, etc. The schedule can vary. *Etiquette* We eat what will be served and are grateful. The Zen temple etiquette gives a framework to consciously carry out and process your own words and actions. *Meditation* Life and death are the great matter. Be watchful of your time. All is impermanent and passes swiftly away. Time waits for no one. *READ BEFORE YOUR RSVP* Study the introductory information, especially the daily schedule, the etiquette and the Q&A. Make sure to understand and accept them. Please find the introductory information here: https://zen-temple.net/zen-meditation-retreat/

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 **Abstract** Web Forms gave .NET developers a powerful abstraction for building reusable UI controls long before design systems were a thing. Web Components finally bring that same idea to the browser natively. This session explores how the Web Forms mindset translates into Custom Elements, Shadow DOM, and HTML templates. We’ll examine how Web Components enable design systems that work across frameworks, how they differ from server‑driven controls, and why they’re becoming a foundational layer for modern UI. Whether you’re maintaining legacy apps or building greenfield projects, you’ll leave with a practical understanding of how to apply familiar patterns in a modern, standards‑based way. **YouTube Link** TBA

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

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

OpenClaw, NemoClaw, personal assistants, 24/7 agents. What does it all mean? How does it all work and what should we know about it? Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services)

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: Type Annotations with John Cassidy We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

Bring your work or your hobby, hang out, and code with us. Follow @buckeyecocoa for more information.

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)