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Software Architecture Events Today
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Maintainable Frontends for Symfony & Why every CMS needs MCP
Hello fellow Symfonians,
we are thrilled to announce the next user group meeting of the year, featuring two insightful talks that you **won't want to miss**!
This time we are hosted by c-base (Rungestrasse 20
10179 Berlin).
Come by and enjoy an evening of learning, networking, and socializing with fellow Symfony and PHP developers.
**Agenda:**
18:30: Doors open
19:00: Welcome and Introduction
19:20: **Talk 1: "Maintainable Frontends for Symfony" by Daniela Berger**
19:50: Break & Snack
20:00: **Talk 2: "Why every CMS needs MCP" by Roland Golla**
20:40: Socializing
**Talk Details:**
**Talk 1: "Maintainable Frontends for Symfony" by Daniela Berger**
In many web projects we find more backend devs than frontend devs, sometimes significantly so.
This often leads to devs with little frontend experience being asked to do frontend development anyway, and they often end up shaping their frontends in ways that will make their lives unnecessarily hard.
One common result are frontends that are functionally unmaintainable because each change - whether it is a new feature or a bugfix - requires implementing an exception to existing code, thus making the code increasingly and unnecessarily complex.
This is especially upsetting because with a bit of experience it is possible to implement light-weight frontend components with equally elegant CSS and JavaScript that are easy to extend and to adapt to new requirements without digging oneself into a deeper hole with each PR.
And since Symfony is making frontend development steadily more accessible to backend devs with Symfony US / Stimulus, this is a good time to take a closer look at \*how\* to structure these frontends.
This talk aims to a) introduce core frontend concepts that backend devs might not be aware of, b) show best frontend practices both on the code level and on the architecture level, c) show a few common mistakes that can be found in inexpertly implemented frontends, and c) introduce tools that will make consistent frontend development easier.
**Talk 2: "Why every CMS needs MCP" by Roland Golla**
Your content team already works in ChatGPT, Claude, and Gemini. Yet the content still lands in the CMS backend manually, clumsily, slowly. MCP changes that. One sentence in chat becomes a published article. No copy pasting, no formatting, no clicking.
And the content ranks. On Google, on ChatGPT, on Perplexity, on whatever comes next. Good content written by AI directly into the CMS goes live faster and gets found.
I show you the MCP plugin for Sulu CMS: open source, built on Symfony, ready to deploy. But this is not about implementation. It is about the three questions every content team must ask: Why does every website need MCP? What does good AI content look like? And why is conversational content management better than anything you click together in a backend?
MCP makes content creation as easy as chat. If you can write, you can publish. No CMS training, no workflow, no waiting.
Live on stage: a complete workflow from idea in chat to published article in Sulu CMS. Everything open source on GitHub.
Don't miss these insightful talks, engaging discussions, and networking opportunities. We can't wait to see you at the **April Symfony User Group**!"
If you have any questions or accessibility requirements, please reach out to us. Also, if your company wants to be the next host for the User Group, just let us know!
Schwarze Küche: Ein Safer Space für Schwarz afrodiasporische Menschen
Schwarze Küche: Ein Safer Space für Schwarz afrodiasporische Menschen
Willkommen zu unserer ersten Veranstaltung der Reihe „Schwarze Küche: Ein Safer Space für Schwarz afrodiasporische Menschen“!
Wir freuen uns sehr, eine Kochveranstaltung exklusiv für afro-Menschen zu veranstalten.
Von 17 bis 21 Uhr kommen wir bei gutem Essen, in gemütlicher Runde, mit einer coolen Playlist und leckeren Getränken zusammen.
Im Laufe des Abends kann jeder beim Kochen mitmachen, vielleicht ein neues Rezept lernen, aber ganz sicher neue, tolle Menschen kennenlernen.
Für Kinder gibt es eine Ecke zum Spielen und Malen. (ab 10 Jahre alt dürfen Kinder nur in Anwesenheit UND mit Zustimmung ihrer Eltern mitkochen.)
Wo: Roßbachstraße 6, 10829 Berlin
Wann: 22.04.2026 17:00 bis 21:00 Uhr
Wer kann teilnehmen? Dieser Raum ist als exklusiver sicherer Raum gedacht für schwarze Menschen, afro-diasporische Menschen (Karibik, Afro-Latinx, Afro-Araber...) und Menschen die Anti-Schwarz-Rassismus erleben. Jedes Geschlecht, jedes Alter, jede Religion... ist willkommen, und Kinder werden gemeinsam betreut.
Barrierefreiheit: Bitte beachtet, dass unser Raum nicht rollstuhlgerecht ist und am Eingang zwei Stufen hat.
EXKLUSIVER SICHERER RAUM: Dieser Raum ist als exklusiver sicherer Raum gedacht für schwarze Menschen, afro-diasporische Menschen (Karibik, Afro-Latinx, Afro-Araber...) und Menschen die Anti-Schwarz-Rassismus erleben. Jedes Geschlecht, jedes Alter, jede Religion... ist willkommen, und Kinder werden gemeinsam betreut.
Black Kitchen: a safer space for black afrodiasporic people
Welcome to our first event of the series Black Kitchen: a safer space for black afrodiasporic people!
We are very happy to host a cooking event exclusively for afro-people.
From 5 to 9 pm we will come together around food, good company, a nice playlist and some delicious drinks.
During the evening everyone will get to participate in the cooking, maybe learn new recipe but surely meet new beautiful people.
For children there will be a corner to play and draw. ( the children will not be invited to cook without the presence AND the consent of their parent.s).
Where : Roßbachstr 6 10829 Berlin
When: 22.04.2026 5pm till 9pm
Who can join? This space is meant as an exclusive safer space for black people, afro diasporic people ( caraib, afro-latinx, afro arabs...) and people who experience anti-black racism. Every gender, age, religion... is welcome and children will be collectively taken care of.
Accessibility: Beware that our space isn't wheelchair accessible and has 2 steps at the entrance.
EXCLUSIVE SAFER SPACE: This space is meant as an exclusive safer space for black people, afro diasporic people ( caraib, afro-latinx, afro arabs...) and people who experience anti-black racism. Please consider your position before joining this event.
Symfony User Group Berlin
Wichtig: Bitte meldet euch über den [offiziellen Link der Symfony Group](https://www.meetup.com/de-de/sfugberlin/events/314105549/?eventOrigin=group_upcoming_events) an
Hallo liebe Community,
die Symfony User Group trifft sich bald wieder – und ich freue mich besonders darauf, dieses Mal selbst einen Talk beizusteuern. Außerdem steht eine spannende Session mit Daniela Berger auf dem Plan, die euch garantiert neue Impulse für euren Symfony‑ und PHP‑Alltag liefert.
Das Treffen findet bei c-base statt (Rungestraße 20, 10179 Berlin).
Wer Lust auf einen Abend voller Austausch, frischen Ideen und netten Gesprächen hat, ist herzlich eingeladen vorbeizuschauen.
**Programm:**
18:30 Uhr: Einlass
19:00 Uhr: Begrüßung und Einführung
19:20 Uhr: Vortrag 1: „Wartbare Frontends für Symfony“ von Daniela Berger
19:50 Uhr: Pause & Snack
20:00 Uhr: Vortrag 2: „Warum jedes CMS MCP braucht“ von Roland Golla
20:40 Uhr: Geselliges Beisammensein
**Vortrag 1:**
**„Wartbare Frontends für Symfony“ von Daniela Berger**
In vielen Webprojekten gibt es mehr Backend- als Frontend-Entwickler, manchmal sogar deutlich mehr.
Dies führt oft dazu, dass Entwickler mit wenig Frontend-Erfahrung trotzdem mit der Frontend-Entwicklung betraut werden, und sie gestalten ihre Frontends häufig so, dass sie sich das Leben unnötig schwer machen.
Ein häufiges Ergebnis sind Frontends, die funktional nicht wartbar sind, da jede Änderung – sei es eine neue Funktion oder ein Bugfix – die Implementierung einer Ausnahme vom bestehenden Code erfordert, wodurch der Code zunehmend und unnötig komplex wird.
Das ist besonders ärgerlich, da es mit ein wenig Erfahrung möglich ist, schlanke Frontend-Komponenten mit ebenso elegantem CSS und JavaScript zu implementieren, die sich leicht erweitern und an neue Anforderungen anpassen lassen, ohne sich mit jedem PR in ein tieferes Loch zu graben.
Und da Symfony mit Symfony US / Stimulus die Frontend-Entwicklung für Backend-Entwickler immer zugänglicher macht, ist jetzt ein guter Zeitpunkt, sich genauer anzuschauen, \*wie\* man diese Frontends strukturieren sollte.
Dieser Vortrag zielt darauf ab, a) zentrale Frontend-Konzepte vorzustellen, die Backend-Entwicklern möglicherweise nicht bekannt sind, b) bewährte Frontend-Praktiken sowohl auf Code- als auch auf Architekturebene aufzuzeigen, c) einige häufige Fehler aufzuzeigen, die in unsachgemäß implementierten Frontends zu finden sind, und d) Tools vorzustellen, die eine konsistente Frontend-Entwicklung erleichtern.
**Vortrag 2:**
**„Warum jedes CMS MCP braucht“ von Roland Golla**
Ihr Content-Team arbeitet bereits mit ChatGPT, Claude und Gemini. Dennoch landet der Content immer noch manuell, umständlich und langsam im CMS-Backend. MCP ändert das. Ein Satz im Chat wird zu einem veröffentlichten Artikel. Kein Kopieren und Einfügen, keine Formatierung, kein Klicken.
Und der Content rankt. Bei Google, bei ChatGPT, bei Perplexity, bei was auch immer als Nächstes kommt. Guter Content, der von KI direkt ins CMS geschrieben wird, geht schneller online und wird gefunden.
Ich zeige Ihnen das MCP-Plugin für Sulu CMS: Open Source, auf Symfony aufgebaut, bereit zur Bereitstellung. Aber hier geht es nicht um die Implementierung. Es geht um die drei Fragen, die sich jedes Content-Team stellen muss: Warum braucht jede Website MCP? Wie sieht guter KI-Content aus? Und warum ist dialogbasiertes Content-Management besser als alles, was Sie im Backend zusammenklicken?
Mit MCP ist das Erstellen von Inhalten so einfach wie Chatten. Wer schreiben kann, kann auch veröffentlichen. Keine CMS-Schulung, kein Workflow, keine Wartezeiten.
Live auf der Bühne: ein kompletter Workflow von der Idee im Chat bis zum veröffentlichten Artikel im Sulu CMS. Alles als Open Source auf GitHub.
Designing Responsible AI: Trust, Autonomy & Hidden Risk
*Please note, this event is free but please sign up here so we can inform the venue of your attendance: [https://uxdx.com/community/community-berlin-2026-04-22/](https://uxdx.com/community/community-berlin-2026-04-22/)*
**What's On**
**📋 6:00pm:** Registration and Networking
**🎤 6:30 pm:** Keynote: *"More Than a Matter of Principle: How design gets us beyond theoretical AI Ethics"* with **[Noah Fraenkel](https://www.linkedin.com/in/noah-fraenkel-4b17ba262/)**, GovTech Consultant at Possible
Drawing on his work at the intersection of government, technology, and public trust, Noah will challenge how we think about AI's role in systems that affect real people's lives.
**💬 7:00 pm:** Panel Discussion: The keynote ignites the conversation, the panel takes it forward.
Moderated by **[Wiebke Steffen](https://www.linkedin.com/in/wiebke-steffen/)**, Senior UX Researcher at GetYourGuide, our panelists bring perspectives from across the product spectrum:
**Noah Fraenkel** \- GovTech Consultant @ Possible
**[Ziyong Lin](https://www.linkedin.com/in/ziyong-lin-55714b25/)** \- Lead UX Researcher @ GetYourGuide
**[Jake Mongaya](https://www.linkedin.com/in/jakemongaya/)** \- Engineering Manager @ SumUp
**[Maxim Romanovsky](https://www.linkedin.com/in/maxim-romanovsky/)** \- VP \- Head of AI & Product Engineering @ Deutsche Bank
Expect honest takes, productive tension, and the kind of dialogue that actually moves the needle.
**🤝7:45 pm:** Networking
\* \* \* \* \* \* \* \* \* \*
**Everyone is racing to build with AI. But who is building it responsibly?**
There's a gold rush happening in tech right now and almost everyone is caught up in the excitement. AI features are being shipped at a rapid speed, products are being "enhanced" with machine intelligence overnight, and the pressure to move fast has never been higher.
But in the rush to innovate, some critical questions are getting buried: *Who's accountable when AI gets it wrong? How much should we hand over to automation and what do we silently lose when we do? And what are the risks we're not even seeing yet?*
These aren't hypothetical concerns. They're live, urgent, and sitting inside the products we're building right now.
**It's time to have the conversation that some teams are avoiding.**
UXDX Berlin is back! Join us at the GetYourGuide office in Prenzlauer Berg, where we will tackle the theme that every designer, researcher, and engineer needs to reckon with:
**"Designing Responsible AI: Trust, Autonomy & Hidden Risk"**
**Why This Event Matters**
The tools are powerful. The timelines are short. The consequences for users, for society, for trust in technology are long. If you're building products with AI, this isn't an optional conversation. It's the one you need to be in the room for.
**Come ready to think. Come ready to question. Come ready to build better.**
Thank you [GetYourGuide](https://www.getyourguide.com/) for supporting the event!
Creative Writing & Wine
## DNA. presents: "CREATIVE WRITING & WINE"
\- A space where creativity flows and every sip inspires\.
Settle into Your Wednesday evening with a glass of wine in hand and step into a cozy, inspiring atmosphere made for sharing stories, listening deeply, and letting Your own voice come alive. Our storytelling and poetry evenings are open to everyone — whether You're just beginning to explore spoken word or You’ve been writing for years. No pressure, just presence.
##### *With gentle, uplifting prompts and space to express Yourself, You’ll create, share, or simply enjoy the power of words in a warm, welcoming circle.*
Whether You’re planning a soulful midweek date, coming alone to unwind, or meeting friends for something different, this is Your moment to connect, reflect, and celebrate the beauty of language.
##### *Each gathering offers something new: fresh themes, meaningful conversations, unexpected moments of truth, and a community that listens with its whole heart.*
#####
See Us Soon :)
Love.
Garen & DNA.
***
For more insights, follow us on IG: [@nightart.club](https://www.instagram.com/nightart.club)
\*Members of Dair Night Art e.V. and Subscribers of DNA. Art GbR.
Berlin Cybersecurity Social #25
This session is part of the Berlin Cybersecurity Social community’s monthly meetup, where security professionals, leaders, and enthusiasts come together to share knowledge and connect. So are you a cybersecurity professional looking to connect with like-minded professionals, share experiences, and make friends? Look no further!
**Transforming Classical Encryption to Post-Quantum Encryption for Financial Services**
Quantum computing is set to break today’s encryption, creating urgent risks for financial institutions. This session explores how organizations can transition from classical cryptography to post-quantum security using hybrid approaches, improved cryptographic visibility, and emerging compliance frameworks.
Revan cover practical steps to become quantum-ready without disrupting existing systems, with a focus on balancing security, compliance, and operational continuity.
**What you’ll learn:**
• Why the quantum threat is already relevant today, not just in the future
• How classical encryption (RSA, ECC) will be impacted
• Why hybrid post-quantum cryptography is the safest transition path
• The role of cryptographic visibility (CBOM) in managing risk
• How regulations like DORA and NIS2 are accelerating adoption
• How early adoption can strengthen security and create competitive advantage
**About the Speaker: Revan Ande** is a security researcher and founder of RivicQ, a startup focused on advancing next-generation cryptographic solutions. With a strong interest in post-quantum security and its impact on financial systems, he works on bridging the gap between classical encryption methods and quantum-resilient technologies.
He actively shares insights on emerging security challenges and innovations, with a focus on making post-quantum concepts practical and actionable for modern organizations.
**About Berlin Cybersecurity Social:** This meetup is open to cybersecurity professionals of all levels, from beginners to experts. Whether you're a seasoned pro or just starting your journey in the field, this event is the perfect opportunity to connect with others who share your passion for cybersecurity.
Designing for the Age of AI: When Should the System Decide?
Are you a creative professional wondering how your skills translate into the world of tech? ✨
The demand for designers who understand AI is growing fast — and your creative background is already a huge advantage. What you need is a structured way to apply it.
**Register for our Event Here:** [https://3vgdb.share.hsforms.com/2QKa2PiXaTYOqv3aKMLQ6Ig](https://3vgdb.share.hsforms.com/2QKa2PiXaTYOqv3aKMLQ6Ig)
Join us at WBS CODING SCHOOL for a hands-on rapid prototyping workshop where you'll design a real booking experience that balances human control with AI assistance.
**What you'll learn:**
* Human + AI Design Frameworks: Explore when automation helps users — and when it doesn't.
* Rapid Prototyping Skills: Learn to validate ideas quickly using simple, low-fidelity methods.
* UX in the Age of AI: Understand how the role of UX design is evolving right now.
* Your Creative Edge: Discover exactly where your creative skills fit into modern product design.
This session is perfect for creative professionals and re-skillers looking to break into UX/UI design. Food and drinks will be provided. 🤝
**What to bring:** Pen & paper, or a laptop if you'd like to use FigJam.
**Event Details:**
* Date: Wednesday, April 22
* Time: 18:00 – 20:00
* 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.
Software Architecture Events This Week
Discover what is happening in the next few days
Tangoloft Beginner's Class
**Sunday Beginner Tango @ Tangoloft 💃🏾🕺**
Curious about tango? This class is for you – no experience and no partner needed.
We focus on connection, simple fundamentals and creating a relaxed, inclusive space where everyone can explore both roles.
🕐 16:30–18:00
🎶 Afterwards: Milonga (reduced entry for participants)
💸 20 € or USC + 10 €
Come as you are – and be part of a growing, open tango community ✨
**Einsteiger Tango am Sonntag im Tangoloft 💃🏾🕺**
Du willst Tango ausprobieren? Dann bist du hier genau richtig – ganz ohne Vorkenntnisse und ohne festen Partner.
Wir legen den Fokus auf Connection, einfache Basics und eine entspannte, inklusive Atmosphäre, in der jede\*r beide Rollen tanzen und lernen kann.
🕐 16:30–18:00
🎶 Danach: Milonga (ermäßigter Eintritt für Teilnehmende)
💸 20 € oder USC + 10 €
Komm vorbei und werde Teil einer offenen Tango-Community ✨
Women in Tech Night: Women Defining the Future of Corporate Bank Technology
***This is an inclusive event – all genders are welcome!***
**Women in Technology at Deutsche Bank** are delighted to invite you to a special evening bringing together leaders and experts from across the technology community.
The program will offer insights into recent technology achievements in Corporate Banking Technology and celebrate the women behind them. The evening will also feature a fireside chat with senior technology leaders from Deutsche Bank discussing leadership, innovation, and the evolving role of technology in the financial industry.
**🗓 Agenda**
* **18:30** – Doors open
* **18:55** – Welcome & introductions
* **19:00 – 19:30** – *The Digital Uplate from Corporate Banking Technology* by Padmavathi Ravi (Deutsche Bank)
* **19:30 – 19:45** – *Wero Payments for the Future of Commerce in Europe* by Hama Kasiri (Deutsche Bank)
* **19:45 – 20:15** – Break
* **20:15 – 21:00** – Fireside chat **Mary Hynes-Martin** (Head of Strategy for Corporate Bank Technology at Deutsche Bank), **Juliet Parab** (CIO Security Services at Deutsche Bank)
* **20:15 – 22:00** – Networking
* **22:00** – Doors close
Sunday Tech Coffee Meetup
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.
Alerting Best Practices | Customer Story | Platform Engineering
**🏆 Win a free ticket to [DASH26](https://dash.datadoghq.com/)!** We’re hosting an on-site raffle where the grand prize is a ticket to Datadog’s annual conference in New York City.
\-\-\-\-
All talks will be **presented in English**, to ensure that as many people as possible can participate and engage at this event.
**If you want to attend, please RSVP to secure your spot - this will make organizing easier. Thank you so much ♥️**
**Location:** [The-B Berlin, Revaler Str. 32, 10245 Berlin](https://www.theb-berlin.com/)
\-\-\-\-\-\-
**🏠 18:00 - Arrival: Networking, Drinks & Snacks (30 min.)**
Grab yourself snacks & drinks and say hello to everybody else!
**📅 18:30 - Introduction & What's new at Datadog? (15 min.)**
**🎙️**Speaker: Marcel Drechsler, User Group Leader & Product Owner Internal Developer Platform @ **[andsafe](https://andsafe.de)**
Introduction into the evening and highlights of Datadog's recent new features and products.
**📅 18:45 - Powering Platform Engineering through Datadog (30 min.)**
**🎙️**Speaker: Marcel Drechsler, User Group Leader & Product Owner Internal Developer Platform @ **[andsafe](https://andsafe.de)**
In the rapidly changing landscape of Platform Engineering, Datadog has evolved from a monitoring tool into a comprehensive foundation for Internal Developer Platforms (IDPs). This session explores the journey of scaling observability and security into a unified platform strategy that reduces developer friction. We will dive into how Datadog’s expanding ecosystem provides the essential building blocks for modern self-service infrastructure. Attendees will learn how to leverage these integrated features to build a more resilient and transparent developer experience. Discover how to transform your Datadog instance into a strategic asset for your platform’s success.
**📅 19:15 - Logs as a First-Class Citizen - How Lightspeed Commerce evolved logs to unlock the full power of Datadog**
**(30 min.)**
**🎙️**Speaker: Rein Martha, Staff Software Engineer, Lightspeed Commerce
When Lightspeed started with Datadog, we didn't begin with traces or metrics — we began with evolving our logs. Raw, unstructured, and full of noise. The first step was making them worth keeping: trimming duplicates, removing what no one ever read, and transforming what remained into structured, queryable signals.
That foundation changed everything. Once logs became first-class — with clean attributes, consistent structure, and a clear purpose for every line — the rest of the observability stack followed naturally. Monitors built on log queries. Dashboards that actually meant something on incidents. Metrics generated directly from log attributes, giving us long-term retention without the cost of keeping everything raw.
**📅 19:45 - Best Practices for Alerting with Datadog (30 min.)**
**🎙️**Speaker: Santiago Gomez Saez, Datadog ambassador & Principal Cloud Architect @ **[dxone](https://www.dx.one.gmbh/)**
Operational excellence is the main objective of SRE teams. Focusing on alerting, this talk shares common pitfalls and best practices on how and when to alert when incidents occur. In addition, we show how to self-heal in some cases requiring no manual intervention.
**🥗 20:15 - Drinks, Food & Networking**
Enjoy refreshments while networking with community peers!
**👋 21:00 - Goodbye, see you next time!**
Kiez&Kids Tour - Entdeckungsreise durch die Stadt / Stadtführungen in Berlin
Bringt gute Laune, schönes Wetter und Interesse mit. Wir treffen uns je nach Tour an unterschiedlichen Orten. Am 1. April 2018 um 15 Uhr gehts los am Eingang zur Akademie der Künste am Pariser Platz neben dem Brandenburger Tor.
Mobile with Mendix: Current Capabilities, Future Direction
Join us in Berlin for an evening dedicated to the present and future of mobile development with Mendix.
In the first session, a developer from BlueBerk will share real-world insights from a recently completed large-scale Mendix Native project. The talk will cover the current state of native development, common limitations teams face today, and practical workarounds that proved successful in production.
In the second session, a Product Manager from Mendix will provide a forward-looking perspective on mobile development with the Mendix platform. He will discuss the available mobile options today and what’s coming next, helping you understand how to choose the right approach for your project. The presentation will compare native mobile and Progressive Web App (PWA) strategies and introduce the PWA Wrapper as a flexible and practical alternative for many scenarios.
Whether you are currently building mobile apps or planning your next Mendix project, this meetup will give you valuable hands-on experience, architectural guidance, and a clear view of the platform’s mobile
Building in Data: From AI Agents to Career Shifts | Data Engineering Meetup
Dear data-loving community, we’re excited to invite you to our next Meetup! This time in collaboration with [Spiced Academy](https://www.spiced-academy.com/en), who will be hosting us at their space.
Join us on April 23 in Berlin and bring all your questions! :)
**Tom Kaltofen: *"Building Deterministic Context Layers for AI Agents"***
[Tom Kaltofen](https://www.linkedin.com/in/tomkaltofen/) is an Engineer at [DHL Data & AI](https://www.linkedin.com/company/dhl-data-ai/) and a Creator at [mloda.ai.](http://mloda.ai.)
About his keynote:
"Data access and reuse are still unsolved, and AI agents are making it worse. This talk goes deeper into that problem: AI agents depend on reliable context (data, features, intermediate state) to make correct decisions. In practice, this context is tied to specific pipelines or infrastructure, leading to brittle systems when moving from prototype to production.
I'll show how a plugin-based approach lets teams build deterministic context layers: separating what you compute from how you compute it, so the same feature definitions work on a laptop and in production.
The talk includes a live demo where an AI agent discovers and queries data features programmatically. "
**Behnaz Derakhshani: *"What If I Started Today? Rethinking Career Switching in the AI Era"***
[Behnaz Derakhshani](https://www.linkedin.com/in/behnaz-derakhshani-63342775/) works as a Data Engineer at [Diconium](https://diconium.com). She shares her personal career shift from finance to data engineering, including the unfiltered challenges and lessons along the way.
About her keynote:
"Eight years ago, there was no AI to debug my logic, just documentation and Stack Overflow. Now as a Data Engineer, I’m breaking down the lessons learned from my finance to tech transition and why AI makes this the most exciting (and accessible) time to pivot."
✧ ✧ ✧
**What to expect:**
* Two expert talks and Q&A
* A welcoming atmosphere with networking opportunities
* Some snacks & drinks to fuel your thoughts :)
✧ ✧ ✧
**Timetable:**
* 18:30 - Event admission
* 18:50 - Welcome & Introduction
* 19:00 - Tom Kaltofen: *"Building Deterministic Context Layers for AI Agents"*
* 19:30 - 5 minutes break
* 19:35 - Behnaz Derakhshani: *"What If I Started Today? Rethinking Career Switching in the AI Era"*
* 20:05 - Snacks, Drinks & Networking
* 21:30 - End
✧ ✧ ✧
More on the **-> [applydata data engineering meetup page](https://applydata.io/data-engineering-meetup/)**.
**Our goal is to form a local data-loving community, so join us and let's talk data together!**
✧ ✧ ✧
*At the event, sound, image and video recordings are created and published for documentation purposes as well as for the presentation of the event in publicly accessible media, on websites and blogs and for presentation on social media. By participating the event, the participant implicitly consents to the aforementioned photo and/or video recordings. Find [more information on data protection here](https://applydata.io/events/information-on-data-protection/).*
Software Architecture Events Near You
Connect with your local Software Architecture community
Driving Success with Agentic AI for Software Development Discussion
Join us for an engaging panel discussion on **AI Agentic Coding** and how autonomous AI systems are transforming the way software is built. Experts in AI, software engineering, and developer tools will share insights on how agentic AI—systems that can plan, reason, and execute coding tasks—is reshaping modern development workflows.
The discussion will cover topics such as AI-assisted development, productivity gains, challenges around reliability and governance, and what the future of software engineering may look like with AI agents as collaborators. Whether you’re a developer, tech leader, or AI enthusiast, this session is a great opportunity to learn, ask questions, and explore how agentic AI is redefining coding
Columbus HUG April
Want to be a speaker? submit your talk to our Call for Presenters!!!
https://sessionize.com/cbus-hug-2026/
Christians in Tech - Meetup #34 @ Improving
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)
What If Your AI Could Be a Team? - Chad Green
**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**
GitHub Copilot is powerful, but what if you could scale from a solo AI assistant to an entire team of specialized agents working in parallel? This session introduces Squad: an open-source framework for multi-agent orchestration that lets you define teams of AI agents with specific roles, responsibilities, and expertise.
We'll progress from Copilot basics to the Copilot CLI, explore how Agents add autonomy, and see how Instructions and Skills let you customize agent behavior. Then, the climax: a live demo where a Squad team of 3 agents (Lead, Developer, Tester) stands up and builds a working application in real-time, showcasing true multi-agent collaboration.
Whether you're new to AI or exploring how to scale your use of Copilot, this session will show you what's possible when agents work as a team.
**YouTube Link**
TBD
COhPy Monthly Meeting
**Improving Office in Franklinton**
Physical location:
Improving Office
330 Rush Alley Suite #150
Columbus, OH 43215
Schedule:
6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages.
6:30 to 8:00 pm. Main meeting and presentation(s).
Topic: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code.
We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com
Columbus Arduino Raspberry Pi Enthusiasts (CARPE) (Check Location)
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.
**New to electronics or curious about tinkering?**
You’re absolutely welcome. If you’re a beginner and want to experiment, I’ll have a couple of starter kits available so you can try things out—whether that’s blinking your first LED, putting something on a display, or experimenting with simple sensors. No pressure and no experience required—just an interest in learning and building.
While we continue to pursue a more permanent venue for this Meetup, we’ll be using public library facilities based on availability. This session will be at the Worthington Park Library in the Olentangy Meeting Room.
The Story So Far: A WiA Reflection Circle
A WiA Collective Wisdom Exchange
At the start of this year, we gathered to look back, set intentions, and imagine the next chapter.
This is the follow-up.
Not a check-in. Not a progress report. A small, facilitated circle to reconnect with what you said mattered — and honestly explore what’s actually happening now.
Together, we’ll explore:
• What you intended at the start of this year - and what that looks like three months in
• What’s surprised you, supported you, or shifted
• What the next chapter needs now that you know what you know
If you were at our January gathering, bring whatever you made or wrote — your word, your artifact, your intention. We’ll look at it with fresh eyes. If this is your first time, you belong here too. You’ll start where we all started: with what’s true right now.
Optional art materials will be available for anyone who wants to reflect creatively alongside conversation. If you brought something home from January, you’re warmly invited to bring it back.
The intention is the same as always: everyone leaves feeling more clear, more connected, and a little lighter.
Space is intentionally limited to keep the experience intimate.
What to Expect
• A small, welcoming circle (not a large meetup)
• Structured conversation so everyone has space to speak
• Reflection, listening, and lived experience — not advice-giving
• Optional creative reflection alongside conversation
• A calm, supportive environment
Who This Is For
Women and underrepresented folks working in or around agile, product, technology, leadership, or organizational change — especially those looking for honest conversation and community beyond frameworks and buzzwords.
Good to Know
• No preparation required
• If you attended in January, we invite you to bring anything you created or wrote (or something that represents your intention at the start of the year) - it’s optional but invited
• Participation is invitational; listening is always welcome
• Creative activities are optional






























