Scaled Agile Framework

**Thank you for your interest in our meetup. Due to the venue’s capacity, registration is now closed.** We appreciate your support and look forward to seeing you at future events. __________________________________________________ Join us on February 17 as **Superhuman’s Data Engineering team** shares examples of **how they scaled from a writing assistant to an agent platform**, unified analytics and ML data, and migrated core systems without slowing product delivery. ✅ **Registration**: Closed 🚀 **Enabling Rapid Experimentation: Unifying Analytics and ML Data in Databricks** Enabling teams to rapidly experiment with new AI models requires breaking down silos between analytical data and ML training datasets. At Superhuman, we consolidated both into Databricks as we scaled from a writing assistant to an agent platform. In this talk, we will: * Share our journey from our fragmented data systems to a unified platform in Databricks * Walk through design choices on how we organize Workspaces, Unity Catalog, and data ingestion * Explain how we apply and manage our privacy policies, governance, and access control 🚀 **Rebuilding the Engine: Migrating Data Systems While Keeping Products Moving** During this talk, we'll explore how to migrate core data systems while maintaining product velocity amid organizational and architectural change. We’ll cover: * The migration philosophy behind translate vs. transplant, and when each approach makes sense * Key data validation challenges encountered during system migrations * How to scope migration efforts realistically under time and delivery pressure * Architectural trade-offs and lessons learned from high-impact decisions **About Speakers**: **[Niels van Kaam](https://www.linkedin.com/in/niels-van-kaam-aa731768/)** is a tech lead for the ML Data team at Superhuman, where he’s building the data foundation for the company’s transition from a writing assistant to an agent platform. Previously, he worked on large-scale data systems for ad-tech at Amadeus Berlin and on geospatial applications for startups in the Netherlands. **[Dave Heberer](https://www.linkedin.com/in/dave-heberer/)** is a software engineer at Superhuman with nearly 25 years of experience building data infrastructure across major tech companies. His background includes work at Microsoft, Tableau, and Facebook, spanning operating systems, computer vision, gaming platforms, and large-scale data and analytics systems. **💥 Who should attend?** (Data) Engineers making design decisions amid organizational change and rapid product development. **Agenda:** ✨ 18:30–19:00: Registration and networking ✨ 19:00–20:00: Talk ✨ 20:00–21:00: Mingle with our team **✅ Where:** In-person, Superhuman Berlin hub **✅ When:** Tuesday, February 17 **✅ Language:** English ✅ **Registration**: Closed **The event is free. Registration is mandatory**. Due to a limited number of seats, the invites will be sent to a limited number of interested guests on a first registered, first invited basis. Please check your inbox for a confirmation email about your attendance.

Come play Magic's most accessible competitive format! We meet every Tuesday at 18:30 at RuDi-Das Stralauer Kultur- und Nachbarschaftszentrum in Friedrichshain, \~10 minutes by foot from Warschauer Str. and Ostkreuz. **Do I need my own deck?** No, people that come bring extra decks, and you are free to borrow one if you want to test the format before buying into it! **Casual or Competitive?** We play casually to allow people to come late and leave early. Feel free to stay for any amount of time between 18:30 and 22:30. To this end, feel free to bring proxies, as long as it is clear what card you are proxying! **Why do you charge an entry fee?** Our 2 euro entry fee is a donation to the community center that we use to host our event. At the moment, due to the nature of our event, we unfortunately cannot offer any promos or prizes (we aren't recognized by WPN!) **The best way to get in touch is to join the WhatsApp group:** Scan the QR code in the banner! *Even if Meetup has only 1 or 2 RSVPs, we are normally 10-15 people every week!*

Meet us for in-person talks at Zalando on February 17, 2026! Join us for an evening of practical talks on how GenAI is reshaping modern engineering workflows, from code agents to production-grade, guardrailed systems. Please make sure you register with your full name, as it will be checked by security on arrival. **📅Date and Time:** Tuesday, February 17, 2026 Doors open: 18:00 Opening & announcements: 18:30 Talks start: 18:35 Wrap-up & networking: \~20:30 📍**Location:** [Zalando Office BHW](https://maps.app.goo.gl/GELYd8FH7AnqEFNF8) Berlin Hedwig-Wachenheimstraße 7 (BHW) The main entrance is on the west-side of the building (towards Uber Arena). Participants should register at the Helpdesk, and will be picked up from there. 📝 **Agenda:** **18:00 – Doors Open** Pizza, drinks, and networking **18:30 – Opening** Short welcome and announcements from the organizers (5 min) ### **18:35 – Talk #1** **Building Blocks of Modern Code Agents: Reusable Skills and Role-Based Subagents** **[Alexey Grigorev](https://www.linkedin.com/in/agrigorev) — DataTalk.Club** A practical map of modern code agent types and the two key building blocks that make them reliable in real-world development workflows. Code agents appear in many forms today: chat-based assistants, cloud agents running CI-like workflows, and IDE or terminal agents embedded directly into development environments. In this talk, we’ll map these main categories, discuss what each is good at, and highlight where they commonly fail. We’ll then zoom in on two core building blocks used in modern agent tooling: * **Skills / playbooks** — reusable, step-by-step workflows (e.g. understand the repo → implement a change → run checks → produce a clean diff) * **Subagents** — specialized roles such as planner, implementer, reviewer, and tester that split complex work into focused, reliable steps **Format:** 20 min talk + 10 min Q&A ### **19:05 – Talk #2** **Guardrailed Agents at Scale: Zalando’s Support Agent for Incident Triage and Stakeholder Q&A** **[Ivan Potapov](https://www.linkedin.com/in/ivan-sur/)**, **[Saugandh Karan](https://www.linkedin.com/in/saugandh-karan/)**[ ](https://www.linkedin.com/in/saugandh-karan/)— Zalando SE We’ll share how Zalando built and shipped a specialized internal support agent that helps engineering teams answer stakeholder questions and triage operational alerts — without drowning in context or compromising production safety. The agent enriches user requests with relevant observability context (metrics, logs, traces, recent deploys), summarizes what matters, and produces a severity assessment with recommended next steps. A key challenge is context explosion: pulling “all the data” quickly becomes noisy, slow, and risky. We’ll walk through the architecture patterns and guardrails that keep the system production-ready: * Retrieval and ranking strategies * Strict tool boundaries * Policy-driven response formats * Evaluation checks to prevent overconfident or unsafe guidance Finally, we’ll cover rollout and migration: introducing the agent alongside existing workflows, aligning it with architecture guidelines, and iterating based on real incident feedback. **Format:** 20 min talk + 10 min Q&A ### **19:35 – Pizza, Drinks & Networking** Invite your friends and join our meetup. Special thanks to our hosts **[Zalando.](https://en.zalando.de/?_rfl=de)**

Today we are working at Moxy Humboldthain, near Gesundbrunnen train station, with big desks and available food/drinks. Note: We use Telegram for communication [https://spam-destroyer.com/check/jelly](https://spam-destroyer.com/check/jelly) 😴 Tired of working by yourself? 🌡️ Too hot to work at home? 🍫 Contents of your fridge or your laundry distract you 💻 Come join other freelancers and remote workers for coworking ☕️ There are no membership requirements, free WiFi, some power sockets, a large desk, some affordable coffee, toasted sandwiches and drinks! ⏰ We'll be there from 10:00, but feel free to stop by any time. • WHAT TO BRING • Whatever you need to work on your own project / tasks :) • QUESTIONS? • Join our Telegram chat group to ask any questions: [https://spamannihilator.com/check/jelly](https://spamannihilator.com/check/jelly) • MORE EVENTS? • To have more events, we need more organisers. If you would like to help out, please get in touch [😀](https://emojipedia.org/grinning-face/)

Dear Community, Another month with two great speakers gladly joining us. This time we are meeting at charming office of **Storm Reply**, with one talk from AWS, one from Storm Reply team to be presented. =================================================== 18:30 - Warming up and networking chat 18:45 - Intro by AWS UG Berlin & Storm Reply 19:00 - 19:40 - **Aman Kumar Singh & Li-Ya Wang // Building a Customer Contact Center in Minutes Using Amazon Connect** In this session, we’ll learn how Amazon Connect enables you to build a fully functional, scalable customer contact center in just minutes. We will also present on how Connect simplifies voice and chat interactions, integrates seamlessly with other AWS services, and leverages AI for intelligent customer experiences. Starting with an overview of its core capabilities, we will have a short demo on Amazon Connect. 19:40 - 20:00 - Networking break with food, snacks and drinks 20:00 - 20:40 - **Omar Kobbi // AWS and GxP Compliance: Building Trust in the Cloud for Life Sciences** In this session, we’ll explore how AWS can support GxP compliance in the life sciences industry. From moving validated workloads off on-premises infrastructure to the cloud, to leveraging services like EC2, Elastic Load Balancer, S3, and AMI Factory, we’ll show how organizations can ensure data integrity, validation, and audit readiness while gaining scalability and innovation. Join us to learn how AWS helps build trust in the cloud for regulated environments. 20:40 - 20:45 - Closing & Final Remarks =================================================== **Very Important: There is no "waitlist" for our regular sessions.** However, there are limited seats available. If you want to make sure you can attend: Register yourself with your "full name" here at meetup.com Arrive on time - seats are first come, first serve. As soon as there are seats available, you are welcome to join with your registration. In case there are no more seats available, we won't be able to let you join us this time.We thank you very much for your understanding! ================================== Additional Information **This event is wheelchair friendly.** Help us spread the word, and invite your friends & colleagues! If you're attending with wheelchair and need assistance, please mail us: organisers@berlinawsug.de for further details. Would you like to host AWS UG Berlin events at your company? [Register here](https://bit.ly/aws-host) Would you like to speak at AWS UG Berlin sessions? [Submit your talk here](https://bit.ly/aws-talk)

We are back in the c-base! Do you already run NixOS and want to talk to other people or want an introductory session with some NixOS users. Just bring your machine! Usually there are no topics, we just sit in front of our computers, talk about stuff, debug some problems or review some PRs on nixpkgs. There are drinks usually available from the c-base bar. If you can't find us. just ask around or ask in irc (#krebs on hackint)

### ***This is a closed course that can only be booked and attended as a whole.*** ***So it’s best to join one of the other sMove! trainings beforehand – either on Thursdays in the park or online on Saturdays: [www.baerbelsinger.de/smove ](www.baerbelsinger.de/smove)*** \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ### Sensing and Expanding 🌿 sMove! invites you to expand your sensations and ways of expression through the body. The movements are simple and playful – yet they go deep: by moving with awareness, you discover qualities within yourself that are often covered by habit or tension. ### The Body as a Container 🌀 The body is more than muscles and bones – it is a container of memories, energy, and possibilities. In sMove! training, we explore this potential through rhythm, new movements, and focused attention. Each movement becomes an opportunity to sense more clearly, to shift old patterns, and to unfold new qualities – vitality, calm, presence, joy. ### Clarity through Intention 🎯 What makes sMove! special is not performance or perfection, but the direct experience of your body paired with intention, precision, and letting go. When you allow your body to guide you, space opens: your mind becomes quieter, energy can flow, aliveness grows. sMove! strengthens you inside and out – with more flexibility, strength, and ease. ### Experiencing Community 🤝 In the group, connection arises. Everyone moves in their own way – and yet we resonate with the shared rhythm. This collective presence builds trust in your own strength, encourages curiosity, and makes it easier to try something new. ### Who is sMove! for? 🌍 sMove! is open to everyone – previous experience is recommended (feel free to ask). 15 sessions * **November 2025**: 11., 18. * **Dezember 2025**: 9., 16. * **Januar 2026**: 20., 27. * **Februar 2026**: 3., 10., 17., 24. * **März 2026**: 24., 31. * **April 2026**: 7., 14., 28. 💶 Fee Early Bird: 280€ Full package: **320 €**

**Uncertain Times, Adaptive Teams** What’s the next evolution of Agile? Agile turns **25 years old in 2026**. A quarter of a century after a small group of practitioners met in the late 90s to rethink how teams could work better, we once again find ourselves in a moment of profound change. AI is reshaping roles. Organizations expect clarity and measurable impact. Teams are navigating increasing complexity and shifting expectations. In many ways, it feels similar to the period just before the Agile Manifesto emerged – a time when people sensed that a new way of working was about to take shape. So the question becomes: **What could the next evolution of Agile look like?** Let’s explore it together. **What to expect** Join us for an interactive Meetup that combines a short impulse with a collaborative **World Café**. Together, we will explore several potential future scenarios of Agile and reflect on the signals, patterns, and tensions we already see in our own environments. 🧩 **World Café Session** Move through different tables, each focused on a possible future of Agile — from AI‑supported teamwork to post‑framework agility. 💡 **Fresh Insights** Exchange experiences, challenges, observations, and emerging trends from your daily work. 🤝 **Co‑Creation Instead of Keynote** This isn’t about presenting the “one right answer.” It’s about thinking together and shaping new perspectives. **Who is this for?** Anyone working with or around agility: Product Owners, Agile Coaches, Scrum Masters, leaders, transformation practitioners — or anyone curious about what might come next. **Why join?** Because 25 years after the Agile Manifesto, we may once again be standing at a moment where something new is beginning to emerge. And in this Meetup, **you can be part of that exploration.** 📅 **Date:** 19.02.2026 ⏰ **Time:** 6:15 PM 📍 **Location:** Deloitte Greenhouse, Kurfürstendamm 23, 10719 Berlin > Ground Floor > 6+7 🎤 **Hosts:** Alexander Ständert, Deloitte Consulting GmbH, Deloitte Agile Community Seats are limited. Please register through the official Deloitte event page: 👉[Deloitte | Register ](https://cloud.marketing.deloitte.de/eventRegistration?eventname=Agile%20Meetup%20Feb%2026&locale=en) We look forward to shaping the next chapter of Agile with you! #Agile #FutureOfAgile #WorldCafe #AI #Adaptiveness #25YearsAgile #Meetup

**✨ Women in Agile Berlin Event \| 19 February 2026 \| 18:15 ✨** **Boundaries, Negotiation, and the Hidden Cost of Saying Yes** In many workplaces, women are praised for being helpful, flexible, and always available. Much less so for protecting their time, energy, and focus. Over time, this leads to overcommitment, blurred boundaries, and quiet exhaustion. At our next Women in Agile Berlin event, we are excited to welcome Krista, a certified coach based in Berlin, who supports creatives and Highly Sensitive People in building values aligned lives. In this talk, Krista explores the powerful connection between boundaries and negotiation, and why they are two sides of the same coin. When you are clear on what matters to you and what you are protecting, you can lead, collaborate, and negotiate with calm confidence. Together, we will explore: * What boundaries really are (and what they are not) * The hidden “Yes Cost” of overcommitment and why it drains energy and focus * Why self boundaries are the first and most important negotiation * Practical, empathy based negotiation tools that help you communicate your needs without guilt or backlash You will leave with greater clarity, simple frameworks you can apply immediately, and a toolkit for negotiating in a way that feels grounded, respectful, and aligned with who you are. This event is for anyone who wants to protect their energy, strengthen their impact, and stop negotiating against themselves. 📍 TomTom Location Technology 📅 19 February 2026 ⏰ 18:15 🎤 Talk and interactive reflection, followed by community exchange We would love to see you there 💜 Women in Agile Berlin

Join us for an upcoming in-person Lean Coffee meetup. Lean Coffee is a lightly-structured meeting format where the attendees create the agenda. Bring your management challenges; whether you're managing people, products, processes or beyond, and solve them together with peers from a diverse set of backgrounds. This event is great for anybody trying to create better ways of working and wants to share with + learn from others trying to do the same.

Today we are working in a beautiful location at Alexanderplatz with desks, power sockets, free WiFi, available food/drinks and air conditioning. We will be working on the second floor of the building with a beautiful view of the Fernsehturm. NOTE: We don't share the venue location publicly. Find out where it is by joining our Telegram chat group: **[https://spam-destroyer.com/check/jelly](https://spam-destroyer.com/check/jelly)** 😴 Tired of working by yourself? 🌡️ Too hot or too cold to work at home? 🍫 Contents of your fridge or the laundry distracting you? 💻 Come join other freelancers and remote workers for coworking! ☕️ There are no membership requirements, free WiFi, some power sockets, a large desk, some affordable coffee, toasted sandwiches and drinks! ⏰ We'll be there from the start time, but feel free to stop by any time. • WHAT TO BRING • Whatever you need to work on your own project / tasks :) • QUESTIONS? • Join our Telegram chat group to ask any questions: [https://spam-destroyer.com/check/jelly](https://spam-destroyer.com/check/jelly) • MORE EVENTS? • To have more events, we need more organisers. If you would like to help out, please get in touch [😀](https://emojipedia.org/grinning-face/)

**A practical approach to understanding, creating and maintaining balance across 6 dimensions of sustainability.** A talk and workshop by Scott Bolden, co-founder of Baumhaus Berlin. What does it mean to live a sustainable life while contributing to creating a sustainable society and world? What are some practical and effective ways in our daily life to achieve these objectives in the short and long term? **PEACES is an acronym** describing six integrated areas of sustainability (**Personal, Ecologic, Aesthetic, Cultural, Economic & Social**) where we as individuals as well as organizations can have direct and positive impact on ourselves each other and the world right now. During this short workshop, Scott will explain the framework and give practical examples in the context of how the framework applies to what happens in everyday life. Participants of all levels of experience are invited to join in the conversation and also identify some practical steps that they can start taking on their path towards living a sustainable life. • Please arrive early enough to have time to explore and settle in so we can get the most out of our time together • Bring a notebook and an open mind... Workshop places are limited, please confirm participation with a short email to info@baumhausberlin.de with the subject: PEACES Donate-as-you-feel after the workshop (includes coffee, tea & snacks) We ask participants to consider: • their personal budget • the value of their experiences during the workshop in the Baumhaus • the value of supporting the Baumhaus so that we can continue facilitating these and various other types of experiences \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- support Baumhaus crowdfunding campaign ( https://www.goodcrowd.org/saving-das-baumhaus ) Baumhaus Berlin Gerichtstr. 23 VH Eg 13347 Berlin

**Einladung zur Flowgame-Session** In einer Zeit, die für viele von uns unsicher und herausfordernd ist, tragen wir alle auf die eine oder andere Weise Ängste in uns. In dieser Flowgame-Session möchte ich einen Raum öffnen, in dem wir uns diesen Ängsten gemeinsam zuwenden können – im Gespräch, im Austausch und getragen vom Flowgame als Struktur und Halt. Mehr zum FlowGame hier: www.flowgame.net Es geht darum, miteinander ins Gespräch zu kommen: über das, was uns bewegt, was uns Sorgen macht und was uns vielleicht auch Mut gibt. Indem wir unsere Erfahrungen teilen, können wir uns gegenseitig unterstützen und möglicherweise neue Perspektiven und Zuversicht für die Zukunft finden. Im Mittelpunkt steht dabei vor allem der ehrliche Austausch über Ängste – weil sie zu uns gehören und gehört werden wollen. Ich freue mich auf eine achtsame, offene Runde mit euch.

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas

Come chat about Atlassian tools and best practices at the Reynoldsburg Sunny Street Cafe and Breakfast is on Atlassian! Let's get the day started off with breakfast with your ACE Leaders! We're always excited to talk about Atlassian Products, share our knowledge and hand out swag! Come chat with us about new product news and anything you are working on within the Atlassian product stack. This is a great opportunity to come see what we are all about, hear new business news and share with other Atlassian users your questions and experiences. We'd love to see new and old friends come out to chat and learn about Atlassian! Agenda --- Moderators Kimberly Deal - Columbus Atlassian User Group Leader Kevin Stanley - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Hosted By Kimberly Deal, Atlassian User Group Leader Kevin Stanley, Chief Everything Greg Sprowls, Agility Lead --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. Partner Atlassian --- For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-rise-and-shine-with-atlassian-reynoldsburg-4/.

**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 You will need to scan your ID at the door to get a visitor badge. **Abstract** *Spec-Driven Development with GitHub Spec-Kit: From Intent to Implementation* Spec-driven development flips the traditional workflow on its head: instead of code being the source of truth, the specification becomes the backbone of design, collaboration, and delivery. In this session, we’ll explore how GitHub Spec-Kit enables teams to treat specifications as first-class artifacts—living documents that drive architecture, implementation, and verification. You’ll learn how Spec-Kit helps teams clearly express intent using structured, version-controlled specs that live alongside code. We’ll walk through a practical workflow that starts with defining system behavior and constraints, then progressively refines those specs into testable, automatable outcomes. Along the way, we’ll show how specs can reduce ambiguity, improve cross-functional collaboration, and make design decisions explicit before a single line of production code is written. This talk will cover: --What spec-driven development is (and what it isn’t) --How GitHub Spec-Kit fits into modern developer workflows --Using specs to align product, engineering, and AI-assisted development --Real-world examples of turning specs into implementations with confidence Whether you’re building greenfield systems, integrating AI into your stack, or trying to reduce costly rework, spec-driven development offers a scalable way to move faster without sacrificing clarity. Attendees will leave with concrete patterns and a clear mental model for adopting GitHub Spec-Kit in their own projects. **YouTube Link** TBA

Please join the Columbus Atlassian Events Team for an evening program where we show you how we are using the Atlassian tools to track, manage and collaborate with others on our hobbies, From Jira & Confluence and Lego, to Tabletop gaming and Trello to miniature painting and Jira. Join the Columbus Atlassian leaders as they walk you through how the Atlassian tools enhance their passion projects.   We'll go over space structures, lessons learned as we built and tracked our project and how it helped us organize group adventures.   Looking forward to sharing our fun with you!Please take note of the New Location and Time of the event. Pay Parking can be found on street, and in locations marked. Agenda --- Speakers Kimberly Deal - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Kevin Stanley - Columbus Atlassian User Group Leader Moderators Kimberly Deal - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Kevin Stanley - Columbus Atlassian User Group Leader Hosted By Kimberly Deal, Atlassian User Group Leader Kevin Stanley, Chief Everything Greg Sprowls, Agility Lead --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-for-the-love-of-atlassian-using-atlassian-to-manage-your-passion-projects/.

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