Context Driven Testing

test

**We’re back!** After a break, the Berlin Tech Leads meetup is officially revived **\- and this time IRL at Berlin Vinted office\.** **We’ve missed the deep dives, the architectural debates, and the networking. To kick things off, we’re tackling one of the fastest-moving landscapes in the industry right now: the intersection of Engineering and Customer Support.** **About the Event** Customer Support is often the first place where AI moves from "experimental" to "mission-critical." For Tech Leads, this shift isn't just about plugging in a basic chatbot; it’s about re-engineering the entire lifecycle of a ticket and how our systems actually interact with our users. In this meetup, we’re looking under the hood of the support stack. We’ll discuss how the landscape is being reshaped by LLMs, the shift toward autonomous agents, and the real technical hurdles of building multi-modal support systems. **Talks:** * [Pau Agustín](https://www.linkedin.com/in/pau-agust%C3%ADn-granell-6420a5139/) & Team Help Experience (vinted.com): "Scaling Support: How Vinted Manages Tens of Thousands of Tickets Every Day" * [Yam Marcovitz](https://www.linkedin.com/in/ACoAAAbVVAwBOgouy-uT1QB1ixhqrafAv1kNxQk) (parlant.io) "Building consistently aligned agents with Parlant" * [Richard Lohwasser](https://www.linkedin.com/in/ACoAABRCCmYBD9PS9O73AjQ244LC4Gc_NMUcnsY) (enneo.ai): "Applying AI across all channels in real-life customer service at scale: What works, what doesn't, and where we're heading to?" *Just a quick reminder: if you'd like to take the stage and speak at a future Berlin Tech Leads meetup, feel free to drop a message to one of the organisers.*

**Register on the [343 Labs website](https://343labs.de/events/ableton-user-group-berlin-8/) to reserve your seat!** Berlin Ableton User Group is back! This meetup is open to producers, songwriters, DJs, and musicians of all types and proficiency levels who use Ableton and are looking to exchange ideas, network, meet like-minded producers, and learn new tips and tricks from our presenters and fellow participants. This month, 343 Labs instructor Alex Iso will lead a track feedback session. Producers of all skill levels are invited to attend and share their music, both finished tracks and works-in-progress. Peers and experienced mentors will offer each participant constructive feedback aimed at helping you improve your track; from songwriting to arrangement to sound design to mixing. Register now on the [343 Labs website](https://343labs.de/events/ableton-user-group-berlin-8/) and **bring your track on the day of the event** (mp3 file, email link, private Soundcloud). The time slots to play your music and receive feedback will be on a first-come, first-served basis, so arrive on time or early on the day of the event in order to participate.

"No half-thruths, just naked minds” Welcome to the comedy show where you can see unfiltered comedians speak their thruth since almolst 5 years! Their topics can range from their last sexual encounter to why they hate chickens and how to win a fight with a chesse sandwich. So expect any kind of material from clean to the very dark. Each comedian will have between 5-10 minutes to make you laugh. The show is located in the Kollektiv Bar Kleinod on Niemetzstr. 24 in Neukölln - open for all of those who appreciate cozy art nights and a fine selection of drinks and good mood. The space is limited, so the early bird catches the worm - get a reservation for your own good! Doors: 19:30 Show: 20:00 Get your free reservation now & pay what you want for the show! *Reservations are only kept until 19:45, so please arrive before that for assured seating. Instagram: @ultracomedyberlin9 Facebook: https://m.facebook.com/ultracomedyberlin Support: https://www.patreon.com/ultracomedy

**We’ll now be meeting twice a week at Denizen House (Köpenicker Str. 40, 10179 Berlin), on** **Mondays and Wednesdays!** * **Mondays:** **levels A1 to B2** * **Wednesdays:** **levels A2 to C1** **We work with dedicated materials tailored to each level, so everyone will have a place to practice and improve.** **Event schedule** * **18:00 – 18:30** **Arrival and registration** * **18:30 – 19:50** **Sprachcafé** * **19:50 – 20:00** **End and clean up** **Please be aware that the moderated event starts at** **18:30. Before this time, we are busy setting up the space. Registrations usually take place around** **18:15 / 18:20. Participants are kindly asked** **not to arrive too far in advance** **at the house.** **If someone arrives much earlier, Denizen may ask them to pay either for a drink (consumption) or for a** **day pass, as the space is a co-working environment during the day.** **Please remember, our event is only happening from 18:00 to 20:00** **How the Sprachcafé works** **We use different materials to help participants gain confidence in German. Together with whiteboards and our volunteers, the Sprachcafé is based on** **interactive conversations** **in small groups.** **Participation fee** **The Sprachcafé has a** **participation fee of 5 €, which helps cover organizational costs and** **includes one soft drink for free.** **Tickets can be purchased directly on the day of the event, card and cash payments are accepted.** **As the Sprachcafé has become very popular, we now need to** **limit the number of participants. Please understand this measure; it ensures that everyone has a comfortable space to practice.** **We kindly ask you to be** **rücksichtsvoll** **and only RSVP “Yes” if you are certain you can attend.** **If your plans change at the last minute, please update your RSVP so someone on the waiting list can take your spot.** **Getting your ticket early can help secure your place.** **Please note** **Our event will begin** **promptly** **at the scheduled start time.** **If you arrive late, we cannot guarantee your participation, even if you have a ticket or have RSVP’d. We encourage all guests to arrive on time to ensure a smooth and enjoyable experience for everyone. Thank you for your understanding and cooperation.** **About Denizen** **Denizen is a new-style co-working space focused on being an integral part of local communities. Located on the ground floor of the historic Eiswerk on Köpenicker Straße in Kreuzberg, Denizen House is a communal place providing work, refreshment, and recreational facilities throughout the day. Think of it as a living room for the neighborhood.** **If you have any questions, don’t hesitate to let me know. If you’d like to contribute to this night, send me a message!** **Ich freue mich schon!** **Grüße,** **Nacho**

This is a special meeting and happens only ones a year. **The board election.** The Club members will elect our Club Leadership Board for 2026-2027. \-\-\- Ready to captivate any audience, nail your next presentation, or give feedback that people actually enjoy hearing? Then come check out **First Berlin Toastmasters**, Berlin's oldest public speaking club. We're a warm, supportive, and international community here to learn, practice, and grow together. Our meetings are full of laughter, and every voice adds something special. The stage is a safe space, so come by, listen, and see how much fun communication can be. Please, be our guest! The most important people in the room aren't the speakers, they're the audience. Your presence, energy, and reactions are what bring the evening to life. **When** 🗓️ Every **1st & 3rd Wednesday** of the month 🕒 Doors open at **6:30 PM** \- Event starts at **6:45 PM** sharp **Where** St. Lukas-Kirche (near Anhalter Bahnhof) Bernburger Straße 4-5 10963 Berlin 📍 [https://goo.gl/maps/AhDfDmVndqbC9A1C9](https://goo.gl/maps/AhDfDmVndqbC9A1C9) You’ll find us in the **Gemeindesaal** on the first floor of the building to the right of the church. We look forward to welcoming you! Best wishes, John aka Yevgen Schweden - VP Public Relations Important note: We take pictures and clips during our meetings for promotional use only. By attending our meetings, you agree to that by default. If you don´t want to be on any picture, please let the VP PR or another representative from the board know (for example the president.)

Liebe Freunde der Improvisation, Es gibt Neuigkeiten: Das Improtraining ist im April bis Juni alle 14 Tage im Theater vom Kreativhaus (s.u.)! Und die Zeit ist jetzt von 18.30 Uhr bis 21.00 Uhr. Das Training kostet 25,00 €. Die Viererkarte kostet jetzt 90,00 €. Und die Achterkarte kostet jetzt 170,00 €. Für individuelle Vorschläge und Ideen meldet Euch bei mir! Wir starten am Mi 08.04.2026 um 18.30 Uhr im Theater vom Kreativhaus Fischerinsel 3 10179 Berlin Ich freue mich auf Euch! Harald *************************** Wir Toastmasters verstehen Improvisation als wertvolle Ergänzung zu unseren Rhetorikabenden. Die Grundlagen von Bühnenpräsenz und Rhetorik lernt ihr weiterhin zweimal im Monat montags bei Mut& Rede Toastmasters Neukölln. Kontakt/Info Rhetorikclub: mut-und-rede.de Kontakt/Anmeldung Impro-Workshop: harald-polzin.de

✨ Women in Agile Berlin Event ✨ Deep Work, Real Impact – Reclaiming Focus in a World of Endless Tasks Somewhere, not that far away, a talented woman is not struggling because she lacks skill, ambition, or drive… …but because her day is filled with everything except the work that truly matters. Admin. Coordination. Emotional labor. The invisible glue that keeps everything running, but slowly pulls focus away from real impact. Have you ever ended a full day and wondered: 👉 What did I actually move forward today? 👉 Why does being “busy” not feel meaningful? 👉 When was the last time I worked with real, uninterrupted focus? The idea that some people are “natural multitaskers” sounds like praise, but in reality, it often hides a system that rewards constant availability over meaningful contribution. At our next Women in Agile Berlin event, Saskia Ruschke will explore why deep, focused work is one of the most powerful, and most underprotected, resources we have. ✨ Together, we will explore: • Why constant task switching drains more than just time • How invisible work quietly takes over our days • What it really takes to protect focus in modern work environments • Practical ways to create space for deep work again 👉 What would change if your focus was truly protected? 👉 What kind of impact could you create then? Join us for an evening of reflection, practical tools, and honest conversation. #deepwork #impact #focus #meetup #agile #scrum #meetupberlin #womeninagile #womeninagileberlin

**\>\>\> Registration takes place on Luma: [https://luma.com/yp90isjd](https://luma.com/yp90isjd)** This event is presented by our friends from KREATIV UNTAPPED. For more info check out their Luma page! \-\-\-\- ## **Welcome to KREATIV UNTAPPED #1 Storytelling Untapped w/ Ben Sauer** ## **A hands-on session. No slides. Just your stories.** We couldn't be more excited to tap into this with you at **[Thoughtworks Berlin](https://www.thoughtworks.com/en-de/about-us/locations/berlin)**. \*\*\* **KREATIV UNTAPPED** is a creative playground born in Berlin – and we're kicking off with the discipline that sits at the heart of every other one: **storytelling.** Because here's what AI can't replace: the human desire to create. Creativity is what makes us uniquely human — it's a muscle, and like any muscle, it needs training. Most of us have stopped. **KREATIV UNTAPPED** is where we change that — through hands-on sessions with working practitioners across visual arts, tactile crafts, narrative & sound, and spatial & performative disciplines. **This evening** is about words, voice, and presence. In a world full of decks, dashboards and screens, we've forgotten how to just… tell a story. This evening is a practice in putting the slides away and using the oldest tools we have — your voice, your hands, your story. **Expect a short provocation from [Ben](https://bensauer.net/), a hands-on session with a sketching element to flex that creative muscle, a round of group sharing, and time to actually meet the people in the room.** **Who's this for?** Anyone with a story to tell — and the willingness to tell it without a slide deck. No job title. No prior experience. Just the willingness to tap in. Creativity untapped. Connection for real. \-\-\- **ABOUT [BEN SAUER](https://bensauer.net/)** Ben Sauer is a speaker, author, and coach who teaches the art of strategic storytelling — and the perfect person to launch this series. He's the author of "Death by Screens: How to Present High-Stakes Digital Design Work and Live to Tell the Tale" — a go-to resource for designers, product people and creatives who want to stop boring their audiences and actually be heard. Ben spent years as a UX designer at Clearleft, then as Director of Product for AI at Babylon Health, leading a team of 100 on products worth $100m+. He has trained teams at NASA, Amazon, and the BBC, and spoken at The Economist, NEXT Conference, UX London, VW + Audi and dozens more — frequently as the audience's top-rated speaker. More about Ben: [https://bensauer.net](https://bensauer.net/) \-\-\- **AGENDA** • 18:30 – 19:00 · Check-in • 19:00 – 19:15 · Intro – what KREATIV UNTAPPED is and why we're here • 19:15 – 20:15 · Hands-on storytelling session with Ben Sauer (incl. sketching element) • 20:15 – 20:45 · Group sharing round • 20:45 – 20:50 · Wrap-up & what's next • 20:50 – 21:30 · Networking \-\-\- **ADDITIONAL NOTES** **Donation-based event** This first edition is donation-based — give what feels right. Your contribution supports building KREATIV UNTAPPED into something lasting. Donations are non-refundable. **Photos & video** We'll be taking photos and potentially videos throughout the evening. By attending, participants agree that visual material may be used for promotional purposes. Anyone who prefers not to be photographed can let us know on arrival. **Where** Thoughtworks Berlin Revaler Str. 31 (Event Space), 10245 Berlin (In walking distance from S Ostkreuz) \-\-\- **FOLLOW US** LinkedIn: [https://www.linkedin.com/company/kreativ-untapped](https://www.linkedin.com/company/kreativ-untapped) Instagram: [https://www.instagram.com/kreativuntapped](https://www.instagram.com/kreativuntapped) **\>\>\> Registration takes place on Luma: [https://luma.com/yp90isjd](https://luma.com/yp90isjd)** \-\-\-\-\-\- **Code of Conduct** We adhere to the [Berlin Code of Conduct](https://berlincodeofconduct.org/) to ensure a welcoming and respectful environment for all participants. The event space operates under largely compatible [Thoughtworks Meetups & Events CoC](https://www.thoughtworks.com/en-de/about-us/events/code-of-conduct-germany). **Accessibility** The Location is accessible for wheelchair users. This includes the entrance (no steps to get into the location), toilets and the stage.

To find us, look out for "The Red Stonker" which looks like: https://meetu.ps/3mjhSm [Use a web browser, as the App does not go to the right place] Every Friday evening we gather for an English speaking meetup for some social drinks. The venue varies from week to week, so please check the location for each event. If you have any suggestions for where you might like to meet next time, please send me a message. If you run a biergarten, bar, or other suitable location and would like some customers, send me a message. The number of attendees varies as you can see from the past events, but there is usually at least 50. We have a mix of nationals and internationals working, studying, visiting, or just living in Berlin. Free to attend, everybody is welcome, so grab a drink and come say hi. **NEW FROM BERLIN EVENING SOCIALS *** check out our new Instagram Page! Reels,photos and stories. drop us a follow! https://www.instagram.com/invites/contact/?utm_source=ig_contact_invite&utm_medium=copy_link&utm_content=114pmtfn

**\>\>\> Registration takes place on Luma: [https://luma.com/yp90isjd](https://luma.com/yp90isjd)** **Welcome to KREATIV UNTAPPED #1 – Storytelling Untapped w/ Ben Sauer** **A hands-on session. No slides. Just your stories.** We couldn't be more excited to tap into this with you at Thoughtworks Berlin. *Follow us on [LinkedIn](https://www.linkedin.com/company/kreativ-untapped) and [Instagram](https://www.instagram.com/kreativuntapped).* **KREATIV UNTAPPED** is a creative playground born in Berlin — and we're kicking off with the discipline that sits at the heart of every other one: **storytelling.** Because here's what AI can't replace: the human desire to create. Creativity is what makes us uniquely human — it's a muscle, and like any muscle, it needs training. Most of us have stopped. **KREATIV UNTAPPED** is where we change that — through hands-on sessions with working practitioners across visual arts, tactile crafts, narrative & sound, and spatial & performative disciplines. **This evening** is about words, voice, and presence. In a world full of decks, dashboards and screens, we've forgotten how to just… tell a story. This evening is a practice in putting the slides away and using the oldest tools we have — your voice, your hands, your story. **Expect a short provocation from [Ben](https://bensauer.net/), a hands-on session with a sketching element to flex that creative muscle, a round of group sharing, and time to actually meet the people in the room.** **Who's this for?** Anyone with a story to tell — and the willingness to tell it without a slide deck. No job title. No prior experience. Just the willingness to tap in. Creativity untapped. Connection for real. \-\-\- **ABOUT [BEN SAUER](https://bensauer.net/)** Ben Sauer is a speaker, author, and coach who teaches the art of strategic storytelling — and the perfect person to launch this series. He's the author of "Death by Screens: How to Present High-Stakes Digital Design Work and Live to Tell the Tale" — a go-to resource for designers, product people and creatives who want to stop boring their audiences and actually be heard. Ben spent years as a UX designer at Clearleft, then as Director of Product for AI at Babylon Health, leading a team of 100 on products worth $100m+. He has trained teams at NASA, Amazon, and the BBC, and spoken at The Economist, NEXT Conference, UX London, VW + Audi and dozens more — frequently as the audience's top-rated speaker. More about Ben: [https://bensauer.net](https://bensauer.net/) \-\-\- **AGENDA** • 18:30 – 19:00 · Check-in • 19:00 – 19:15 · Intro – what KREATIV UNTAPPED is and why we're here • 19:15 – 20:15 · Hands-on storytelling session with Ben Sauer (incl. sketching element) • 20:15 – 20:45 · Group sharing round • 20:45 – 20:50 · Wrap-up & what's next • 20:50 – 21:30 · Networking \-\-\- **ADDITIONAL NOTES** **Donation-based event** This first edition is donation-based — give what feels right. Your contribution supports building KREATIV UNTAPPED into something lasting. Donations are non-refundable. **Photos & video** We'll be taking photos and potentially videos throughout the evening. By attending, participants agree that visual material may be used for promotional purposes. Anyone who prefers not to be photographed can let us know on arrival. **Where** Thoughtworks Berlin Revaler Str. 31 (Event Space), 10245 Berlin (In walking distance from S Ostkreuz) \-\-\- **FOLLOW US** LinkedIn: [https://www.linkedin.com/company/kreativ-untapped](https://www.linkedin.com/company/kreativ-untapped) Instagram: [https://www.instagram.com/kreativuntapped](https://www.instagram.com/kreativuntapped) **\>\>\> Registration takes place on Luma: [https://luma.com/yp90isjd](https://luma.com/yp90isjd)** See you there! Creativity untapped. Connection for real. \-\-\- ***An event by our friends from KREATIV UNTAPPED***

Bring the food of your country

**The Vibe Coding Collective is a global community** helping anyone turn ideas into working software with AI. We host **relaxed social coding jams** and other vibe coding events in bars, cafés, and maker spaces. We started in London and have now launched events in Berlin 🇩🇪, New York 🇺🇸, Edinburgh 🇬🇧, Osaka 🇯🇵, Amsterdam 🇳🇱, and Lisbon 🇵🇹. **Details 🚀** This meetup is a **social coding jam** where we use AI to quickly turn fun ideas into functional prototypes. Whether you’re an experienced developer or have never written a line of code, you’ll fit right in. You can use any AI tools you like: **Google AI Studio, ChatGPT, Claude, Cursor, Replit**, whatever! And see what you can build together before the last orders 🍻 **Format 🛠️** After an opening presentation, we’ll be **teaming up in small groups** (2–3 people). Everyone gets a choice of several open-ended challenges, and then it’s heads-down building with your teammates. The goal is to **vibe, learn from each other, and see where the collaboration takes us.** **New to vibe coding? ✨** No worries! We begin with a simple starter guide with example prompts and tips so even total beginners can dive in without stress. *** **Schedule 🕒** *(Doors open early so we can settle in — aim to arrive by 2:50 PM so we can kick off on time)* * **3:00** – Presentation 🎤 * **3:15** – Assignment + team formation 🤝 * **3:15** – Build together 💻 * **4:40** – Optional demos 📺 * **5:00** – Hang out, network, make friends ✌️ *** **Who is it for?** **Anyone!** Curious coders, tinkerers, designers, artists, entrepreneurs, and anyone who wants to explore AI-powered creativity in a fun, social pub setting. **What to bring:** * **Laptop!** 💻 * **Vibes** ⚡ 👉 **No pressure, no gatekeeping.** Just good people, fun ideas, and some fast-paced collaborative building. **Event Information:** * Facilitator: **Poppy Astrini** [linkedin.com/in/poppyastrini](https://linkedin.com/in/poppyastrini?utm_source=luma) * Language is in **Dutch** and **English** * Coffee and tea will be provided **Location 📍** Het Stationshuis, Marcellus Emantspad 1, 2624 VD Delft, Netherlands

We’re heading to Home24 for a proper building session! You are invited! Come along to meet the community, swap ideas, and get stuck into some hands-on work. Reserve the spot with RSVP. 🗓 Agenda: ▶️ 6:00 pm: Doors open with networking and snacks 🍕🍻☕ ▶️ 7:00 pm: Opening Keynote ℹ️ 7:10 pm: Home24 presentation ▶️ 7:45 pm: Workshop (📌Laptops are required. Please charge them in advance!) Master the fundamentals of ADK and multi-agent systems. Design agents with specialized, clear responsibilities. Test and run agents locally. Deploy a multi-agent application to Google Cloud. Launch your first publicly available multi-agent system. ▶️ 9:00 pm: Networking ▶️ 9:30pm: Doors close 🔖 Requirements & Logistics Level: Beginner friendly, no prior multi-agent experience required. Skills: Basic experience with Python, Google Cloud, Docker, and Bash is a plus. Setup: Bring a charged laptop and avoid using a VPN during workshop tasks. Let’s learn, build, and have a natter. See you there! Agenda --- Hosted By Yevgen Batovskyi, Organizer Esra Kadah, Organizer Senior App Developer | Author of "Flutter Design Patterns & Best Practices" | Co-Organizer of Flutteristas, Flutter Berlin, GDG Cloud Berlin, Flutter Community AI Circle | 👩🏼‍💻 Antigua Mobile Hany Elfouly, Co-founder & CEO Mohamed Islem Ayari, Organizer --- Partners Google (https://blog.google/intl/de-de) home24 (https://home24.career.softgarden.de) --- Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cloud-berlin-presents-build-with-ai-hands-on-workshop-home24-1/.

**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** TBD **YouTube Link** TBD

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)

Join the CONNECTED Westerville Mastermind Group for a dynamic afternoon of B2B networking! This event is perfect for professionals looking to expand their business connections, share insights, and foster collaboration within the community. Whether you are a seasoned entrepreneur or just starting out, this event offers a valuable opportunity to exchange ideas, build relationships, and grow your network in a supportive environment. Connect with like-minded individuals, explore potential partnerships, and discover new opportunities for professional growth. Don't miss out on this chance to enhance your business network and take your career to the next level with CONNECTED Westerville Mastermind Group! We meet the 4th Monday of every month from 11am-1pm. Welcome and general networking from 11am - 11:30am with core meeting 11;30 - 12:30 and a final round of networking from 12:30 - 1pm.

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.

This meetup is a beginner-friendly session introducing version control for Unity projects, with a look at three common tools: Git, Perforce, and Unity Version Control. The goal is to help you understand what version control is, why it matters for Unity development, and what options are out there. The format will likely be presentation-style, with live demos and time for questions throughout. You'll see each tool in action and learn how they fit into a Unity workflow. What to Expect: * An introduction to version control and why it's essential for Unity projects * An overview of Git, Perforce, and Unity Version Control * Demos of each tool in a Unity workflow * Tips for getting started * No prior version control experience required * Resources for continued learning All experience levels are welcome. Whether you're new to version control or already using one of these tools, this session will help you understand what each one offers. Food and drinks provided. Join us to learn more about version control options for Unity.