Embedded Systems

Join us on **March 25** to learn how the **Superhuman Engineering team is building a CI/CD system that learns, adapts, and gets faster over time**. ✅ **To attend the event**, please **register** **on Luma**: https://luma.com/loqydsym Please note that **only guests with a confirmed Luma registration will be admitted**. Due to limited capacity, we won’t be able to accommodate attendees who haven't registered. Most teams treat their CI/CD pipeline as infrastructure that “just works”—until it doesn’t. Three Superhuman engineers share how they combined AI-driven automation, test-strategy overhauls, and infrastructure migration to build a pipeline that not only runs but also continuously improves itself. 🚀 [Dushan Terzikj](https://www.linkedin.com/in/dushanterzikj/) will share concrete examples of how the Grammarly Inkwell team reduced CI pipeline flakiness and duration—from parallelizing unit tests and migrating to Storybook, to switching from dedicated macOS runners to on-demand Kubernetes runners. Attendees will walk away with practical, actionable techniques to make their own pipelines faster and more reliable. 🚀 [Timo Fink](https://www.linkedin.com/in/fink-timo/) will explain how Superhuman incorporated AI agents into their CI pipelines to develop a Self-Healing system. You will learn how we leverage Claude Code to automatically audit the reliability of our test suite and proactively suggest and prepare improvements for human review. 🚀 Darek Komosinski will show how his team exposes structured performance trace data to AI to automatically detect issues and surface actionable fixes. You will learn how combining rule-based analyzers with an AI summarization layer turns thousands of raw traces into a concise, prioritized report without manual triage. **About the speakers**: 🔈 **Dushan Terzikj** is a Software Engineer at Superhuman Platform Inc., where he works on the Superhuman browser extension—formerly the Grammarly browser extension—which serves more than 40 million monthly active users. He has also worked on a platform supporting the browser extension, where his team’s main goal was to deliver an outstanding developer experience. 🔈 **Timo Fink** is a Software Engineer at Superhuman Platform Inc., where he works on the Grammarly for Windows application. Grammarly for Windows, now part of the Superhuman suite, is the trusted AI writing partner for turning scattered thoughts into aligned, impactful communication. Timo has started to focus his efforts on developer experience, ensuring work can happen as fluidly as possible by removing recurring blockers like flaky pipelines. 🔈**Darek Komosiński** is a Software Engineer at Superhuman Platform Inc., where he works on the Grammarly for Windows application as a tech lead. He focuses on improving the performance of our apps (from observability to fixing issues) to make sure we can offer maximum value to users with minimal system impact. **Who should attend**: * Software engineers who want to apply AI-based tools to common developer experience problems * Technical leaders who want to offer their teams a new perspective on how to approach these challenges **Agenda:** ✨ 18:00–18:30: Check-in and networking ✨ 18:30–19:45: Talks ✨ 19:45–20:45: Mingle with our team

**RSVP on the [343 Labs website](https://343labs.de/events/naoba-masterclass/) to reserve your seat!** 343 Labs and Ableton User Group Berlin are proud to welcome NAOBA as part of our Visiting Artist Masterclass series! In this workshop, NAOBA will share her process of building Ableton Live templates that allow her to create and transform sound in real time during performances. Using her archive of field recordings, NAOBA designs flexible systems with Max for Live devices, custom effect chains, and macro-mapped MIDI controllers, allowing the templates to function as expressive instruments alongside live flute and voice. NAOBA will demonstrate how raw environmental recordings are organized, layered, and continuously reshaped through macro controls, spatial effects, and live processing. This approach enables fluid improvisation and the creation of immersive, evolving soundscapes during concerts or streaming performances. There will also be space for discussion and questions about workflow, template architecture, and creative approaches to sound design and live performance.

**👉 [Register here](https://www.linkedin.com/events/7429279114164850688?viewAsMember=true) 👈** Together with the AI Guild, we’re excited to reunite with the **[AI Guild Dinner](https://www.theguild.ai/)** at our **[Deutsche Bank Berlin Technology Centre](https://careers.db.com/explore-the-bank/careers-in-technology/berlin.techcentre/)**! **Agenda:** **18.30 Doors Open for Networking & Refreshments** Arrive at Deutsche Bank Berlin Technology Center, Otto-Suhr-Allee 16, 10585 Berlin. How to get there: Travel via the Bahnhof Zoo and Ernst-Reuter-Platz - use the subway U2 or the Bus M45. Welcome and Introduction to the Berlin AI Guild Dinner by **[Chris Armbruster](https://www.linkedin.com/in/chrisarmbruster/)**, MD at [AI Guild](https://theguild.ai/). **19.00 Technical Debt when Vibe Coding** **[Dishu Bagga](https://www.linkedin.com/in/dishu-bagga-632236163/)**, Software Engineering, Deutsche Bank. AI assistants, scaffolding tools, and templates let us ship software faster than ever. You prompt, paste, and move on. Most of the time, it works. But while everything appears smooth, technical debt quietly accumulates. Modern tools optimize for speed—not architecture. Layers blur, boundaries erode, and structural decisions get locked in long before anyone notices. In this talk, we’ll use real examples and live coding to show how AI-accelerated development can produce clean-looking code but fragile systems. Small shortcuts compound. Complexity hides in plain sight. The goal is not to criticize AI tooling—but to remind us: Generated code still carries architectural consequences. Speed is easy. Sustainable systems require intent. **19.30 Agentic AI in a Global Corporate: The first iteration** **[Dijle Kara](https://www.linkedin.com/in/dijlekara/)**, AI Hub Product Manager at Henkel What happens when autonomous AI agents meet the complexity of a global enterprise? From legacy systems to governance and scale, the first deployments reveal both promise and friction. What actually works in production? Where do agents fail? And how do organizations adapt when software begins to act autonomously? **20.00 Announcement of the Berlin Exhibition Pix2GenAI** **[Dr. Kristian Rother](https://www.linkedin.com/in/kristian-rother/)**, Python Developer, Data Scientist, and Trainer Code meets art. *Pix2GenAI* showcases computer-generated artworks created with algorithms, mathematics, and AI models—exploring the space between handcrafted code and generative intelligence. Kristian will invite you to the exhibition on 28 March 2026. **20.15 Dinner and Drinks at Deutsche Bank Berlin Technology Center** **Registration** Via the AI Guild page on LinkedIn only. [https://www.linkedin.com/events/7429279114164850688?viewAsMember=true](https://www.linkedin.com/events/7429279114164850688?viewAsMember=true)

Du lebst in einer (heterosexuellen) Beziehung, in der ein theoretisches Verständnis von Gleichberechtigung eine awareness für patriarchale Strukturen herrscht und fragst dich dennoch manchmal: * Warum übernehme ich immer wieder bestimmte Rollen? * Wieso fühle ich mich verantwortlich für Harmonie, Care-Arbeit oder emotionale Regulation? * Warum fällt es mir (oder meiner Beziehungsperson) so schwer, Verantwortung zu übernehmen? * Wie wirkt patriarchale Sozialisation in unserem Alltag – obwohl wir eigentlich „gleichberechtigt“ sein wollen? Ich möchte gerne eine **Reflexions- und Austauschgruppe** für Menschen gründen, die ihre internalisierten Rollenbilder nicht nur individuell verstehen, sondern gemeinsam analysieren und verändern möchten. Was ich mir für die Gruppe wünschen würde: • ehrlicher Austausch in geschütztem Rahmen • Analyse von Alltagsdynamiken (Care-Arbeit, Emotional Load, Konflikte, Sexualität, Macht) • feministische Theorie als Impuls (z.B. Texte von bell hooks) • gemeinsame Überlegungen zu Strategien für Veränderung im Beziehungsalltag Ziel soll es sein, das Patriarchat nicht nur abstrakt zu kritisieren, sondern es im eigenen Beziehungsleben zu irritieren und von innen heraus zu verändern. Eingeladen sind zunächst nur FLINTA\* Personen, um einen safe space zu schaffen. Gemeinsam könnten wir im Verlauf darüber sprechen, ob wir die Gruppe auch für reflektierte und männlichkeitskritische cis-Männer öffnen wollen.

**RSVP on [343 Labs website](https://343labs.de/events/naoba-masterclass/) to reserve your seat!** Ableton User Group and 343 Labs Berlin is proud to welcome NAOBA as part of our Visiting Artist Masterclass series! In this workshop, NAOBA will share her process of building Ableton Live templates that allow her to create and transform sound in real time during performances. Using her archive of field recordings, NAOBA designs flexible systems with Max for Live devices, custom effect chains, and macro-mapped MIDI controllers, allowing the templates to function as expressive instruments alongside live flute and voice. NAOBA will demonstrate how raw environmental recordings are organized, layered, and continuously reshaped through macro controls, spatial effects, and live processing. This approach enables fluid improvisation and the creation of immersive, evolving soundscapes during concerts or streaming performances. There will also be space for discussion and questions about workflow, template architecture, and creative approaches to sound design and live performance.

A welfare state takes responsibility for its people and supports them when in need. When costs are rising, but budgets aren’t, government needs to find efficiency gains to maintain social protection levels. A government-commissioned report recently recommended ways to modernise social and welfare services, making them more people-friendly and less bureaucratic. Meanwhile, small and large projects are underway to make benefits services more fair and easier to navigate, and to make the state overall more equitable. At our March meetup, we will hear about what a modern, digitally transformed welfare state looks like. We will welcome the following speakers: * Florian Theissing, Agora Digitale Transformation * Björn Mohr, Technologiestiftung Berlin * Anja Mayr & Jakob Häußermann, DigitalService des Bundes CityLAB Berlin hosts the event in their stunning 1920s space, a former airport building. All presentations will be given in English. Questions in the later discussion part can be raised either in English or German. Pictures and videos will be taken. ––– Das CityLAB Berlin ist Gastgeber der Veranstaltung und lädt zu seinen beeindruckenden Räumlichkeiten im früheren Abfertigungsterminal des Flughafens Tempelhof ein. Alle Vorträge werden in englischer Sprache gehalten. Fragen im anschließenden Diskussionsteil können sowohl auf Englisch als auch auf Deutsch gestellt werden. Es werden Video- und Fotoaufnahmen gemacht.

Meet other people in the Berlin tech industry in a low key, no expectations setting. We all have to eat, so don't eat alone! Rules: 1\. Register 2\. Show up \(we have limited seats\) 3\. Meet people 4\. Be nice and enjoy dinner\! There are no other expectations :)

Eine Veranstaltung in Berlin, zur Info: Agenda: 13:00 Uhr Begrüßung durch den FED & Wahl RG-B Leiter 13:30 Uhr Key Note: Wie kollaborative Entwicklung Innovation beschleunigt Jasmin Konnegen - CHANGE LIGHT-LY 13:50 Uhr Expertengespräch: Kombiniertes deutsch-polnisches Mindset für mehr Elektronik-Innovation Matti Kawecki - Scandinavian Business Hub 14:00 Uhr Expertengespräch Sebastian Grüber & Sebastian Nädtke - EBK-Gruppe 14:10 Uhr Expertenrunde Vertrieb: Elektronikvertrieb im Wandel – Die Herausforderungen des Generationswechsels meistern Christian Leven - ProudlyEngineeredInEurope & Nils Streyczek - bee produced 14:40 Uhr Firmenrundgang EBK 15:20 Uhr Moderiertes Netzwerken 15:50 Uhr Offener Austausch und Netzwerken bei Snacks und Getränken 17:00 Uhr Ende der Veranstaltung Die Teilnahme ist kostenlos. Mehr Infos und Anmeldung: https://luma.com/nt6kgzz8?tk=Nru8Jb This event will be in German, no translation provided. And please do register under the given link above.

**Einladung: IBM Bob Public Day in Berlin** Wir laden dich herzlich zum **IBM Bob Public Day** am **26\. März 2026** in Berlin ein. Erlebe live, wie Teams mit IBM Bob Modernisierungsvorhaben **schneller, strukturierter und sicherer** umsetzen können. *Hinweis: Die genaue Adresse sowie alle organisatorischen Details findest du im Registrierungslink. Eine Anmeldung ist erforderlich, um teilnehmen zu können.* **Worum geht’s?** Viele IT‑Teams, besonders im öffentlichen Sektor, arbeiten mit alten Fachverfahren, verlieren wichtiges Wissen druch Mitarbeiter die in Rente gehen und stehen unter wachsendem Modernisierungsdruck. **IBM Bob** unterstützt genau dabei. IBM Bob ist eine KI‑gestützte Entwicklungsumgebung, die dabei hilft: * **Legacy‑Systeme zu analysieren** (Code, Abhängigkeiten, Architekturhinweise), * **verstecktes Expertenwissen** sichtbar zu machen * die **Architektur, Codequalität, Tests und Modernisierung** mit **Human‑in‑the‑loop**, mit klaren **Guardrails** und vollständigem **Logging,** zu verbessern. **Veranstaltungshighlights** * Verständlicher Überblick: **Bob im Software Development Lifecycle** & sichere Nutzung * **Hands‑on Session:** gemeinsamer Golden Path + eigene Übungen im Sandbox‑Repo * Praktischer Workflow zum Mitmachen: **Analyse → Änderung → Test → Review** * Austausch & Networking mit Expert:innen —> **inklusive Pizza :)** **Veranstaltungsdetails** * **Datum:** 26.03.2026 * **Ort:** Berlin *(Details im Registrierungslink)* * **Anmeldung:** [https://ibm.biz/BdprqG](https://ibm.biz/BdprqG) *Hinweis: Eine Registrierung über den oberen Anmeldungslink ist Voraussetzung für die Teilnahme.* **Für wen?** Für IT‑Teams, Entwickler:innen, Architekt:innen und Entscheider:innen aus dem **öffentlichen Sektor** und alle, die sich für moderne Software‑Modernisierung interessieren. **Agenda** **10:30–11:00** – Ankunft **11:00–12:00** – IBM Bob in der Theorie *(optional, wenn das Webinar vom 05.03. bereits besucht wurde)* **12:00–13:00** – Snacks & Networking **13:00–17:00** – Vertiefung & Hands‑on Session **ab 17:30** – Pizza & Networking Wir freuen uns auf dich!

\*\*\*DEUTSCHE VERSION UNTEN STEHEND\*\*\* 🌟 Calling all Soulful and Energetic Voices that wanna tell stories! 🌟 Hey there, vibrant souls! 🎤 Are you ready to ignite the stage with your youthful energy and passion for music? Join our electrifying urban pop & musical ensemble, where voices come together in a celebration of song and joy! 🎶 Picture this: a dynamic fusion of historic and contemporary pop, musical hits, and soulful melodies, all brought to life by voices bursting with youthful exuberance! 🎵If you're between 15 and 45 and crave the thrill of harmonizing with fellow music lovers, this is your golden ticket! 🌈 Rehearse with us every Thursday from 7:30-10 pm in the heart of Kreuzberg, and experience the sheer exhilaration of making music with kindred spirits! 💃🕺 So, what are you waiting for? We're on the lookout for singers who bring their prior solo and ensemble experience to the mix – voices that stand out and harmonize seamlessly with the sound of the ensemble. 🌟 Are you ready to add your voice to our chorus of excitement? Send us a private message expressing your interest, vocal range, and any singing experience you bring to the table. Let's turn up the volume on fun and create memorable musical moments together! 🎉 🎶 **Day doesn't fit, too little singing experience, or not in the required age group? No problem!** I conduct several choirs with different profiles: **Shabach! *– the choir not only for shy people*** (https://www.meetup.com/de-DE/shabach-berlin-the-choir-not-only-for-shy-people/) **DEUTSCHE VERISON:** Liebe Nachbarn, wir haben 2023 das neue urbane Pop- & Musical-Ensemble "SHOWTIME!" in Kreuzberg 61 ins Leben gerufen, Altersspanne ca. 15-45 Jahre, in englischer und deutscher Sprache. Wir singen Popsongs, Musicals, und Filmmusik. Das Level ist für Fortgeschrittene und die Sänger\*innen sollten über eine gewisse Gesangserfahrung verfügen. Der Chor probt **jeden Donnerstag von 19:30-22:00 Uhr im Gewölbekeller der Kapelle-am-Urban, Grimmstr. 10, Berlin-Kreuzberg.** Falls es Dich interessiert mitzumachen: Schreib mir bitte vorab Dein Interesse und Deine Stimmgruppe / Erfahrung kurz per Privatnachricht. Danke. **Keine Zeit an dem Tag, zu wenig Gesangserfahrung oder außerhalb der Altersgruppe? Kein Problem!** Ich leite Chöre mit verschiedenen Profilen: **Shabach! *– der Chor nicht nur für Schüchterne*** (https://www.meetup.com/de-DE/shabach-berlin-the-choir-not-only-for-shy-people/)

In times where there is already so much separation in the world, we invite you to come together and create a sense of connection and oneness. This circle is a space to gently bring awareness to the things that may create distance between us — both within ourselves and between each other. By making these experiences conscious, we open the possibility to soften, release, and transform them into something more supportive, connected, and loving. A space where we can slow down, hold space for one another, and remember that we are not alone, but reflected in each other. Here, we meet the feelings that can arise between women such as jealousy, comparison, admiration, or inspiration with honesty and compassion. And in doing so, we create the ground for deeper connection, healing, and empowerment. All of you is welcome here. Bring your worries. Bring your fears. Bring your laughter. Bring your tears. Let us meet each other with openness, softness, and courage. 📍Private Location in Mitte 🕣28.3.2026 18:30-20:30 Energy exchange ✨ 25 Euros

Some friends of PyData are organising the following event, and we think it would be great to share it with the community. Pixels2GenAI is an exhibition by software developers creating computer art. We have used equations, algorithms, and AI models to generate images and installations. The artists explore the space between hand-programmed images, the aesthetics of mathematical rules, and AI as an art-making tool. Works by the following artists will be on display: * Burak Kağan Yılmazer * Sara Maras * Alexander Hendorf * Hansu Kim * Maris Niewenhuis * Ewa Rother

Welcome to our cosy Godot Engine Community Meetup! This is not a structured meeting, but rather a friendly get-together. We will hang out, chat and maybe show some of our current projects! 🦜 Regardless if you are an artist, designer, programmer, beginner, hobbyist, professional or anything in between: join us for sharing knowledge, creating art together, coding together, joining game jams together and having fun! 🌼 This meetup will happen at [Saftladen Game Collective](https://saftladen.berlin), Normannenstraße 1-2, 10367 Berlin-Lichtenberg. 🌳 You can also join us on [our Discord Server](https://discord.gg/Sm3CgrqqQa). ☎️ Follow us on [Mastodon](https://mastodon.gamedev.place/@GodotUserGroupBerlin) for updates. 📢 Also check out [our website](https://godot.berlin). 🌐 Please be [excellent to each other](https://godotengine.org/code-of-conduct/)! 🕊️

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.

**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

WQC has weekly Thursday night social nights at the Westerville Java Central. Come and grab a coffee and connect with the community: low stakes, chill environment, and tasty drinks. No registration is required; come as you are.

Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected. This month we have **WiFi HaLow: Introduction and Practical Use** with **Alex Barbur**. Details are are [core.radio](https://core.radio).

**First meetup of the Columbus AI Engineering group.** We’ll kick things off with a practical, beginner-friendly discussion on: **How LLMs like ChatGPT actually work — and how to build real applications with them.** We’ll cover: * what’s actually happening under the hood (at a high level) * why LLMs behave the way they do (hallucinations, prompt sensitivity, etc.) * how people are building real systems with them today * where things break in practice This will be a **short, informal talk (\~15–20 min)** followed by open discussion and Q&A. Whether you’re an engineer, builder, or just curious about how modern AI systems work, you’re welcome to join. No slides, no fluff — just real conversation about real systems. We’ll hang out afterward and get to know each other.

**Connected Westerville Night of Networking** *April Edition: The Introduction Economy* You've been to the networking events. You've done the small talk. Collected the cards. Forgotten the names. And walked out feeling like you just wasted two hours of your life. The problem isn't you. It's the format. Most networking events put you in a room and tell you to figure it out. So everyone defaults to elevator pitches and business talk, and nothing real gets built. Here's the truth about networking that most people miss: Your network isn't just who you know. It's who thinks of you when they're talking to someone else. *That's* The Introduction Economy. And it only works when relationships are real. There's a reason people who come once keep coming back. It starts with seven minutes that feel nothing like networking. Then we open it up. Free networking. More conversations. More momentum. This is a room full of corporate professionals, entrepreneurs, business owners, creatives, and career builders in the Westerville and Columbus area. The mix is the magic. You might never do business with everyone you meet tonight. But someone in this room will think of *you.* **By name**. So, the next time someone needs exactly what you do, you get the recommendation. **April 14th. RSVP now.** **When:** Tuesday\, April 14th \| 6:15 PM \-\- 8:00 PM **Where:** Vineyard Community Center \| 6000 Cooper Rd\, Westerville\, OH 43081

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