Automotive

**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.

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)**

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)

Need a mid-week pick-me-up? Join us for **Sip Happens!** this week at Electric Social, where good beer and great games come together for a fun and fantastic social night! Whether you're a board game pro or just looking for a chill night out and a fun way to socialize, there's something for everyone. Grab a beer (or cider, or wine, or even a tea!), **pick (or bring) a game,** and meet some new friends as we roll dice, play cards, and laugh the night away. From classics like Catan and Scrabble to party favorites like Cards Against Humanity, we’ve got it all. Coming straight from work? No problem...the kitchen serves awesome food as well! 😉 So, round up your mates or come solo—either way, you’ll leave with new friends and fun memories. Cheers to making midweek nights something to look forward to! 🍺🎉 We always have several organisers there (male and female), so come say hello to us! We care to make sure that everyones enjoys themselves and we have **no tolerance for bad behaviour or creepiness.** **Follow us on Insta:** @siphappens.berlin **Join us on Telegram:** t.me/siphappens_berlin **👉 Other important notes:** \- 🍸 The locations we visit are bars and clubs\, they are businesses and we are able to keep these events free ONLY if people buy drinks\. Please respect the locations and the event by making purchases \- 🦹‍♂️ Remember to keep an eye on your belongings and prioritize your own well\-being\. We are not responsible for any lost items or personal issues\. \- 📷 By attending our events\, you consent to being photographed or filmed\. Photos and videos taken during the events may be shared on our social media\. If you do not wish to appear in the photos or if you appear in a photo that we post that you would like removed\, please send us a private message as soon as possible on Instagram \(@siphappens\.berlin\)

Informal meetup for anyone interested in or working with OpenClaw/Clawdbot. No talks or presentations. We'll discuss setups, learnings, and entrepreneurship. The group is intentionally small (6-8 people) to keep things relaxed. Come as you are. Stay as long as you like.

**Unlock Your Potential with Pranic Healing! In German and English** Join us for a **Try out experience** every Tuesday evening at 6:30pm close to Treptower Park Train Station. Experience the transformative benefits of this powerful cleansing and energizing technique in a welcoming environment. Whether you’re curious about energy medicine or looking to enhance your well-being, this is the perfect chance to try it out. No prior experience is needed—just come as you are! Discover the power of Pranic Healing—your journey to wellness starts here! ❌ RSVP through the Meetup website **doesn't guarantee your spot** Please do contact- carolineargent@pranaheilungberlin.de to confirm your interest in attending. We look forward to meeting you. Remember to check your **Spam/Junk folder** for the ✉️ e-mail

Wir bieten allen Interessierten die Möglichkeit, mit Elektronik zu basteln. Workshops und Vorträge zu verschiedenen Themen rund um Elektronik und Software sind willkommen. Von Arduino bis zu komplett selbst entwickelten High-End Schaltungen sind wir für alle kreativen Ideen offen. Wir haben auch Gruppen rund um das Nähen, Programmieren, Retro Computer. Wir treffen uns immer am Dienstag und am Freitag ab 18:00 Uhr. Egal ob Anfänger oder Profi – hier seid Ihr jederzeit Willkommen. Ihr könnt mit anderen fachsimpeln oder auch mit unserer Hilfe Eure ersten elektronischen Gehversuche starten. Wenn zeitgleich in den vorderen Räumen Workshops oder Vorträge stattfinden, kann hinten Werkstattbetrieb stattfinden.

Ready to stop hearing about AI and start using it? ✨ New tools like AI automation are opening doors for creative and adaptable professionals to lead the change in their industries. **Register for our Event Here:** [https://3vgdb.share.hsforms.com/2IWuk86BbTmuYAWHoCxc2xg](https://3vgdb.share.hsforms.com/2IWuk86BbTmuYAWHoCxc2xg) Join us at **WBS CODING SCHOOL** for an exclusive in-person talk and collaborative build with Lead Instructor Maria Blanco. We are moving past the buzzwords to show you how AI can become your most powerful professional tool. **What you'll learn:** * **Beyond the Buzz:** Clear distinctions between AI Assistants, Automations, and Agents. * **Collaborative Live-Build:** Participate as we set up an AI-enhanced automated workflow using [Make.com](http://Make.com). * **No-Code Empowerment:** Discover that integrating AI tools is an achievable step without any coding skills. This session is perfect for professionals in tech-adjacent roles, absolute beginners, and anyone ready to start their journey in AI. 🤝 **Event Details:** * **Date:** Thursday, February 19 * **Time:** 18:00 – 19:30 * **Location:** Cuvrystraße 1, 10997 Berlin \-\-\- **About WBS CODING SCHOOL** Empowering ambitious minds to conquer the tech world. Since 2019, we’ve been breaking barriers to make tech careers accessible to everyone. From AI, Data, UX/UI to AI Software Development, our expert-led courses teach skills that matter. But we’re more than just a school – we’re a thriving community where passion meets opportunity. Ready to launch your future? Join us and build the career you deserve.

**Authentic Relating & Circling with Sophie and Marco** Come and connect and learn the powerful practices of Authentic Relating and Circling. We normally do about a half-hour of Authentic Relating in paired-shares, followed by Circling in up to two breakouts, usually rejoining the large group at the end. However the program will change according to the experience of the participants at each event. If you are not familiar with Authentic Relating & Circling, you can read Marco's book on the [Circling Guide](https://circlingguide.com) website. All events are beginner-friendly and no prior experience is necessary. If all goes well, you will feel that this is what you have been doing your whole life, and all you ever wanted was to be with people who share this way of being! **PS:** **don't look at Meetup RSVP's, as this event is advertised through multiple channels. Please always register due to limited space. To register and get the address, RSVP and then message Marco here on Meetup or else WhatsApp to +49 1573 9667979 or follow this link: [https://wa.me/4915739667979](https://wa.me/4915739667979)** **\*\*Why attend?\*\*** * Are you seeking more fun, connection, and deeper understanding with the people in your life? * Do you lack an honest, loving space to communicate your needs and desires? * You long for a supportive community where all issues can be brought openly and with care? * You are curious about how the powerful practices of Authentic Relating and Circling can enhance your life? *If so, our Authentic Relating and Circling evenings are for you!* **\*\*Who should attend?\*\*** These sessions are open to people of all genders and sexual orientations who want to bring Authentic Relating skills and practice into their life. This program is ideal for you if: * You're interested in other people and how they think and feel. * You enjoy stepping out of your comfort zone. * You're self-responsible and open. * You want to be seen, heard, and appreciated for what's important to you. * You want to engage with others in tender conversations about the challenges of being human. **\*\*Dates\*\*** *We're offering Authentic Relating & Circling every Thursday from 19:00-21:30.* **\*\*Cost\*\*** The cost at the door is 25€ / 30€ / 20€ (depending on your income). Alternatively buy a 5-pass card for €80 (€16 per session). **\*\*Location and Directions\*\*** Kleiststraße @ Eisenacher Str., 10787 Berlin-Schöneberg Our house is a short walk from Nollendorfplatz U, and is also served by several buses. For the exact address message Marco here, or (better)message Whatsapp +49 1573 9667979 (https://wa.me/4915739667979). **\*\*Other Programs\*\*** In addition to AR & Circling live in Berlin, Sophie and Marco have other programs and services, online and in person. These include individual and couples coaching, our 6 week Authentic Relating in Community (in [English ](https://circlingguide.com/arc)and [German](https://circlingguide.com/arcs/)), retreats & immersions. For details refer the the Connecting Circle website at [https://connecting-circle.de/](https://connecting-circle.de/). Join our WhatApp announcement channel [http://bit.ly/46fNuDE](http://bit.ly/46fNuDE) Join our Telegram announcement channel [http://bit.ly/45XXbb6](http://bit.ly/45XXbb6) **\*\*Facilitators\*\*** Marco Beneteau, author of the "Circling Guide" ([www.circlingguide.com](https://www.circlingguide.com/)), the most popular book on Circling within the Authentic Relating tradition. Marco has been leading AR groups for seven years. Sophie Lemperle-McGrath, founder of connecting-circle ([www.connecting-circle.de](http://www.connecting-circle.de/)) is a Gestalt & AR facilitator, mediator and "Getting Real" couples Coach. *Our Authentic Relating & Circling nights are fun and engaging. We hope to see you there!* **\*\*Agreements & Terms of Service (Please read)\*\*** **Authentic Relating and Circling is not therapy**. People encounter states, emotions, beliefs, and sensations in themselves and others which can be difficult. We explore the unknown, the volatile, the ambiguous, as well as welcome emotions many deem as “negative” or “inappropriate” such as feelings of inadequacy, anger, sexuality, and joy. We refer to the willingness to feel difficult and uncomfortable truths as the “commitment to connection,” which of course includes a willingness to set appropriate boundaries, and speak a desire for space, distance, and non-contact. By attending our events you take responsibility for your level of participation, which might include choosing to leave. If all this sounds potentially overwhelming or destabilizing for you, if you have mental illness or significant emotional challenges that you feel may be exacerbated by this type of transformational environment, or if you are not sure that you can be self-directed in taking care of your needs during the event, then we advise you not to attend. We look forward to seeing you!

Welcome to Sunday Tech Coffee. This is a **networking** event for those in the tech industry in Berlin. We are usually inside and to the right. Ask the barista/bartender if you can't find us.

Für Abonnenten vom "Autobiografischen Schreiben" von Text Collective Berlin ist die Teilnahme an der Veranstaltung kostenlos. Wenn du kein Abonnement hast, bitten wir dich um einen Teilnahmebeitrag von zehn Euro. Hier buchen: [https://textcollective.de/autobio](https://textcollective.de/autobio) Es handelt sich um einen moderierten Workshop für autobiografisches Schreiben in einem sicheren Raum für Selbstreflexion, Erinnerungen und persönliche Geschichten. **Jeden dritten Samstag des Monats von 15:00 bis 17:00 Uhr in der ufaFabrik Tempelhof** **Über den Workshop** Welche Geschichten tragen wir in uns? Welche Erinnerungen wollen erzählt, verstanden oder neu betrachtet werden? Dieser Workshop versteht sich als sicherer Raum, in dem es ermöglicht werden soll, Erlebnisse und Gefühle zu teilen. Das autobiografische Schreiben dient als Werkzeug der Selbstreflexion und inneren Klärung. **Was dich erwartet:** In diesem Workshop arbeiten wir mit gezielten Impulsen, die helfen, eigene Erinnerungen und Lebenserfahrungen in Worte zu fassen. Du schreibst vor Ort, kannst deine Texte mit der Gruppe teilen (freiwillig!) und erhältst achtsames Feedback. Die Atmosphäre ist vertraulich und unterstützend. Hier dürfen auch schwierige Themen Raum finden. In dieser geschützten Umgebung entsteht der Mut, tiefer zu gehen und sich auf den eigenen Lebensweg einzulassen.

Join us for the next Spring User Group Berlin meetup! This time, we are bridging the gap between rock-solid operations and developer joy. [Sign up now to secure your spot!](https://www.meetup.com/spring-user-group-berlin/events/313094589/?slug=spring-user-group-berlin&eventId=313094589)

Try Brompton is a Brompton experience ride for those considering purchasing a Brompton. The purpose of this ride is to deepen your understanding of Brompton bikes, ride courses designed to fully enjoy Bromptons, rediscover the city, experience new ways to enjoy it, and experience the lifestyle that comes with owning a Brompton. We guide participants through folding techniques and shifting the internal gear hub—a common source of confusion for first-time riders—while riding. By comparing different bikes, we help riders deeply understand each model's characteristics, supporting them in making an informed choice and purchase. https://www.komoot.com/tour/2544443144?share_token=aHITulkVldsQO8ZTduViGdGjVF2ZkFee5TKZ6D4484fY5EXfHK&ref=wtd

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message **Chris (the organizer)** with a **title and short description** of what you’d like to share. 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)

This is an in-person meeting. Would you like to know the Real You, not just a shadow of yourself? Does your life energy feel somehow trapped within? Does your self-confidence get easily shaken? Do you get in the way of your own goals? We will discuss the real source of all this, what holds you back in life, and how to handle it so you can achieve more successful and happier living. Perhaps you get weighed down with negative emotions you can't seem to shrug off. Or find yourself doing strange and irrational things - not really being yourself. We will cover why that is and tools that work to help you unearth your self, your self-confidence and motivation. This meeting will help you learn about how to effectively overcome: -Out-of-control unwanted emotions -Low self-esteem -Anxiety -Negativity -Stress -Irrational fears -Traumatic or painfully emotional incidents -Breakups -Betrayals -Feeling like you're not really yourself -Self-doubt... We will discuss how to unleash the inner you and tap into your true potential. So come to this online meetup! This meeting is sponsored by the Hubbard Dianetics Foundation of Central Ohio

**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

Why are we unhappy? Where does emotional pain come from? Studies show that people who suffer from long-term emotional pain have painful experiences in their lives that were never fully resolved in their mind. In other words, there were issues in the past that were not completely dealt with. This can include abuse in childhood, breakups, divorce, death of a loved one, to name a few. How do you know whether you have gotten over something painful? Here is an easy test: Do you still have attention on what had happened to you? For instance, do you still find yourself thinking about something painful that you went through? If you are, then you are not over it. In fact, in severe cases, people find themselves playing a "tape" in their mind over and over again. So how do you heal from your past? How do you stop the "tape" playing in your mind? In this meeting, you will learn a technique to help you with that. Come join us! Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This group is created by the Dianetics and Scientology life improvement center.

Bring your Raspberry Pi, Arduino, microcontroller, or any other electronic project and join fellow electronics makers for a night of creativity and collaboration! This session is open forum to share your current projects—whether complete or in progress, it’s all interesting! Whether you’re deep into embedded systems, exploring new ideas, or just getting started, you’ll find a welcoming space to collaborate, share, and get inspired. (NOTICE - Location change!) This session will be at the Karl Road Branch of the Columbus Library in the Conference Room 2.

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.