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Web Security Events Today
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Lasst uns treffen und Deutsch sprechen
Bitte kauft in den Restaurants mindestens einen Artikel, damit wir keinen Ärger mit dem Manager bekommen.
-> Location
Berlin Potsdamer Platz -> The Playce -> Manifesto Markt
Wir sitzen unten oft an den großen runden Tischen vor dem Restaurant Kumpir'a oder an den langen Tischen vor dem Pizza und Pasta Restaurant im Erdgeschoss.
Dieses Treffen ist für:
-Internationale Teilnehmer aus allen Ländern, die auf Deutsch Kontakte knüpfen wollen.
-Deutsch-sprachige, die in netter Gesellschaft anderen helfen wollen, Deutsch zu sprechen, oder nur neue Kontakte knüpfen wollen.
Chess Evening
**👋 Hello Strangers! —** For all players and chess-curious folks out there who want to chill, make friends, and enjoy some chess: We are hosting a daily meetup in Mitte / Prenzlauerberg for all experience levels. It doesn't matter if you just watched the Queen's Gambit or if you have been playing regularly for a while.
**Join us** — Daily from 7 pm till midnight.
**Expected Behavior** — [Conduct](https://strangerchess.com/conduct/)
**Pics** · [Instagram](https://www.instagram.com/strangerchess/) / **Chat** · [Telegram](https://t.me/strangerchess) / **Web** · [Strangerchess.com](https://strangerchess.com/)
(No need to bring anything, boards, clocks, etc. are provided)
WRITERS SESSION - writing, editing & feedback
### DNA. presents "WRITERS SESSION - writing, editing & feedback"
#### an open Platform for Writers to connect, share & grow. Together.
Get ready for bringing in different writing styles and helping each other improve through drafting, receiving and giving feedback. Showcase the best version of Your writing, get to know new Friends & elevate Your writing skills.
####
#### Writers of all kinds & all Styles are welcome.
We will write.
We will edit.
We will connect and share.
##### **WHEN:**
Every Monday
DOORS: 5.30 pm
START: 6 pm
END: 7.30 pm
##### **WHERE:**
DNA. ART HOUSE
Wrangelstr. 25
10997 Berlin
#### **DRAFTING GUIDELINES:**
* Encouraging feedback: “This and this was great, do more of it. I would also work on this etc.”
* We could be working with sensitive pieces.
* Include trigger warnings.
* Creating a safe space to encourage vulnerable.
Whether You would like to show off Your skills or simply soak up the creative atmosphere, this is Your opportunity to be part of something special. Take the chance to join the *Writers Session* and see where Your passion can take You.
See You Soon.
Love.
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.
\*\*By entering the DNA. CAFÉ, You agree to comply with the [Hausordnung of Dair Night Art e.V.](https://dairnight.com/hausordnung) and [Geschäftsordnung of Dair Night Art e.V.](https://dairnight.com/geschaftsordnung) Please ensure You review these documents thoroughly in advance.
Minor Piece Mondays
**👋 Hello Strangers! —** For all players and chess-curious folks out there who want to chill, make friends, and enjoy some chess: We are hosting a daily meetup in Mitte / Prenzlauerberg for all experience levels. It doesn't matter if you just watched the Queen's Gambit or if you have been playing regularly for a while.
**Join us** — Daily from 7 pm till midnight.
**Expected Behavior** — [Conduct](https://strangerchess.com/conduct/)
**Pics** · [Instagram](https://www.instagram.com/strangerchess/) / **Chat** · [Telegram](https://t.me/strangerchess) / **Web** · [Strangerchess.com](https://strangerchess.com/)
(No need to bring anything, boards, clocks, etc. are provided)
Workshop: Bindungstypen / Beziehungstypen, Deine Freundschaften & Beziehungen
**💶 Wertschätzungsbeitrag: 10-20 Euro (nach eigenen Möglichkeiten)**
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**Du möchtest Deine Freundschaften, Partnerschaft & Arbeitsbeziehungen verbessern? Dieser Worskhop kann ein großer Schritt dazu sein.**
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Beziehungs- und Bindungstypen sind ein weit verbreitetes Modell, um typisches Verhalten in verschiedensten Beziehungen erklären.
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Warum klammert jemand? Warum Drama? Warum Rückzug? Warum Kälte? Warum Unsicherheit, Nervosität und Ärger? --- und wie sieht eine sichere & gute Beziehung aus (und fühlt sich an).
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Die Annahme: Ereignisse der frühen Kindheit & der Erziehungsstil unserer Eltern prägen, wie wir als Erwachsene unsere Partnerschaften, Freundschaften & Arbeitsbeziehungen leben.
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Für manche gut. Für manche weniger gut.
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Ich setze mich mit den Beziehungstypen auseinander, weil ich glaube, dass sie einen wesentlichen Einfluss auf die Gestaltung von Freundschaften haben (und auf Liebesbeziehungen sowie Beziehungen jeglicher Art).
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Dabei habe ich entdeckt, dass ich oft einen ***vermeidenen Beziehungsstil*** habe: ich weiche lieber aus, trenne mich oder spreche Probleme nicht an, weil ich wahrscheinlich in meiner Kindheit aus unterschiedlichen Ereignissen gelernt habe... dass bringt eh nichts, ich kann anderen nicht vertrauen, das macht man nicht, meine Bedürfnisse sind nicht wichtig, usw.
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**Wie geht es Dir? Eher ängstlich oder vermeidend?**
**Oder, wie sagte ein Bekannter: Sicherer Bindungsstil mit Features.**
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In der Auseinandersetzung mit den Beziehungs- / Bindungstypen habe ich bemerkt, wie gut es mit tut, mich mit anderen mich darüber auszutauschen.
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**Vielleicht geht es Dir genauso?**
**Oder willst Du die Bindungsstile erst einmal kennenlernen?**
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**🎁 Das kannst erwarten**
Ich lade Dich zu diesem Workshop ein, damit Du einen weiteren Schritt Richtung mehr Leichtigkeit & Ehrlichkeit in Beziehung gehen kannst.
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💬 **Agenda**
Folgendes haben wir vor:
18:15 Uhr - Doors Open & Ankommen
18:30 Uhr - Start des Workshops
* Wir lernen uns kennen
* Eine Einführung zu den Bindungsstilen
* Ein Fragebogen zu Deinem Bindungsstil - in Beziehungen oder Freundschaften. (Dein Ergebnis bleibt anonym, wenn Du willst)
* Fragen & Antworten
Danach orientiert sich das Programm etwas an den Bedürfnissen der Teilnehmenden, doch es wird etwas so werden:
* Austausch über den eigenen Bindungsstil
* Was kann ich tun, um mich weiter dem sicheren Bindungstil anzunähern?
21:30 Uhr - Ende
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Zwischendurch machen wir eine kleine Pause.
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Meine Erfahrung ist: Austausch & Offenheit hilft, mit sich selbst und anderen relaxter zu werden.
**⏰ Die Türen sind offen ab 18:15 Uhr.**
Mantel aufhängen, Toilette, eine Runde schwatzen und los ...
Komm am besten schon 18.15 Uhr.
📋 **Kann ich mich vorbereiten?**
Du musst Dich nicht vorbereiten. Wir haben oft eine Bandbreite an Teilnehmenden: Newbies im Thema bis hin zu Therapeuten (tatsächlich!).
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**Wenn Du magst, empfehle ich dieses Buch:**
* **[Buch: Warum wir uns immer in den falschen verlieben](https://amzn.to/498A9js)**
(Werbung, Amazon-Link // Als Amazon-Partner verdiene ich an qualifizierten Verkäufen)
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Ich habe das Buch auch gelesen und finde es eine leicht verständliche Einführung in das Thema ([Meine Rezension](https://abenteuer-freundschaft.de/rezension-warum-wir-uns-immer-in-den-falschen-verlieben)). Der Workshop wird sich an dem Buch orientieren.
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**❓ Darf ein zweites Mal kommen?**
Ja, sehr gern.
Ich halte es sogar für sinnvoll, mehrmals zu kommen, wenn Dir der Workshop gefallen hat:
* Das Thema vertiefen
* die eigenen Beobachtungen aus den letzten Wochen verarbeiten
* sich mit neuen & alten Bekannten über das Thema weiter austauschen.
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**🏠 Der Veranstaltungsraum**
* Wir haben einen wunderschönen Raum im Kieztreff in Berlin Mitte (mit sauberen Toiletten!).
* nähe Hackescher Markt. Sehr gut mit den Öffis zu erreichen.
* Wenn Du vor Ort ankommst, ist alles ausgeschildert.
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**🎒 Das bringst Du mit ...**
* Etwas zu trinken (z.B. deine Wasserflasche, keinen Alkohol!)
* Wenn Du magst: Zettel und Stift.
* Du solltest satt sein und vorher gegessen haben
* Bargeld für den Wertschätzungsbeitrag (10-20 Euro)
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🚫 **Was ist der Workshop nicht:**
Der Workshop ist kein therapeutisches Angebot. Dafür bin ich nicht ausgebildet (noch nicht mal im Selbststudium).
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🧑🏼 **Mehr über mich:**
Seit 5 Jahren forsche ich zu guten Freundschaften, wie man diese aufbaut & vertieft. Du erfährst mehr über mich auf [www.abenteuer-freundschaft.de](www.abenteuer-freundschaft.de).
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Auf Meetup findest Du Freundschafts-Workshops, Wanderungen, Spaziergänge, Männerabende, Frauen-Freundschafts-Workshops und Themenabende zu Vertiefung psychologischer Fragen.
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Außedem bin ich ausgebildeter NLP-Lehrtrainer ([DVNLP](https://www.dvnlp.de/)) & Coach.
**Ich freue mich Dich zu sehen und auf einen interessanten, efahrungsreichen Workshop!**
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**🌳 Vielleicht auch für Dich interessant:**
**📘 Befreiung von Scham & Schuld:**
Dieses Buch geht an die Wurzel von Kindheitsprägungen sowie dysfunktionalen Glaubenssätzen und Beziehungsdynamiken (Auch die Bindungsstile kommen darin vor).
Weil das Buch so tiefgreifend & interessant ist, gibt es eine Austausch-Runde. Wir treffen uns zirka alle 2 Monate (siehe Veranstaltungen bei Meetup in der Gruppe).
Das Buch findest Du auch auf Amazon:
* **[Buch: Befreiung von Scham & Schuld.](https://amzn.to/4rkDPoR)**
(Werbung, Amazon-Link // Als Amazon-Partner verdiene ich an qualifizierten Verkäufen)
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**👋🏽 Get in touch & stay in touch:**
**✈ Telegram-Kanal: [t.me/abenteuer_freundschaft](http://t.me/abenteuer_freundschaft)**
für Events, Workshops & Termine
**✉ Freundschafts-Newsletter:** [https://abenteuer-freundschaft.de/newsletter](https://abenteuer-freundschaft.de/newsletter)
Alle 4 Wochen das Neuste aus der Freundschaftsforschung; oft seltener, nämlich nur dann, wenn es wirklich etwas zu berichten gibt.
**🔥 6 Zutaten großartiger Freundschaften**
Seit 2020 forsche ich, was großartige Freundschaften wirklich ausmacht. Ein Ergebnis ist das 30seitige eBook: "Die 6 Zutaten großartiger Freundschaften". Du erhältst das eBook zurzeit kostenlos mit der Anmeldung zum Newsletter: [https://abenteuer-freundschaft.de/newsletter](https://abenteuer-freundschaft.de/newsletter)
Don't eat alone lunch #83 (in Fhain; Korean place)
🌟 Join us for **"Don't Eat Alone"** – an event designed to transform your lunch break into a social feast! **Tired of solitary meals in front of the computer?** **Thriving to meet some new people and curious what it may bring to your life?**
Just come, check and enjoy a delicious meal with friendly faces. Connect with like-minded individuals, engage in conversations, and make your lunchtime a memorable social experience.
Mark your calendar, bring your appetite, and let's build connections, one meal at a time! 🍽️🤝✨
PAYMENTS: the meetup is free, but everyone pays for their meals. Here you can pay by card easily.
Rhetorik Training - Mut und Rede Toastmasters Neukölln
Liebe Freunde des gesprochenen Wortes,
Ob es darum geht, ein Meeting zu leiten oder im Familienkreis einen Toast auszusprechen – diese Situation vor Menschen zu stehen und etwas zu vermitteln kennt so gut wie jeder. Wir lernen gemeinsam, dabei gelassen und souverän zu bleiben, wertvolle Informationen zu transportieren und unser Publikum zu begeistern.
**Was macht unseren Club besonders?**
Unser "Mut und Rede" Club trägt nicht umsonst seinen Titel: wir pflegen einen wertschätzenden Umgang miteinander, sodass die Hemmschwelle möglichst gering ist, sich selbst auf die Bühne zu trauen.
**Wie läuft so ein Clubabend ab?**
Es warten vorbereitete Reden auf euch, aber auch ihr habt die Möglichkeit in geschütztem Raum eine spontan improvisierte freie Rede von 1 bis 2 min vor Publikum zu halten. Das klingt vielleicht im ersten Moment etwas abschreckend – aber es ist eine ganz tolle Erfahrung über sich selbst hinauszuwachsen. Und egal was passiert, ihr werdet immer für Euren Mut belohnt. Und es wird auch immer geklatscht.
Wir freuen uns, Euch kennenzulernen!
Hier findest du die genaue Wegbeschreibung:
www.mut-und-rede.de/kontakt#anfahrt
Um besser planen zu können freuen wir uns über vorherige Anmeldung:
kontakt@mut-und-rede.de
https://www.mut-und-rede.de
Es findet grundsätzlich jeder Clubabend statt, auch wenn laut meetup nur wenige Teilnehmer zugesagt haben.
(Foto © Moritz Erdt)
Web Security Events This Week
Discover what is happening in the next few days
Secrets No More: Spring K8s Mastery + Kotlin Glow
Join us for the next Spring User Group Berlin meetup! This time, we are bridging the gap between rock-solid operations and developer joy.
**Talk 1: Secure and Seamless: Injecting Kubernetes Secrets into Spring Applications**
*Speaker: Dmitriy Goi, Deutsche Bank*
Look, we’ve all done it. You need a database password, so you throw it into an environment variable and call it a day. It works, it’s fast, and your app starts up. But then the security audit hits, or your credentials rotate and suddenly your logs are full of connection errors because your Spring context is stuck in the past.
At Deutsche Bank, "good enough" usually isn't. I’ve spent the last few years moving Spring apps into Kubernetes and realizing that most tutorials lie to you. They show you the easy way, not the way that survives in production.
I’m going to show you why environment variables are a security trap and how mounting secrets as files actually works (and where it breaks). We’ll get into the mess of secret rotation, why you probably need a CSI driver or an External Secret operator, and how to make Spring Boot actually pick up those changes without a manual restart.
**About the speaker:**
A passionate software engineer at Deutsche Bank, Dmitriy brings 8 years of development experience to his focus on modernizing application development. He specializes in Spring Boot and Kubernetes and is currently helping lead the charge on migrating key applications to a hybrid cloud environment, emphasizing secure and efficient engineering practices.
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**Talk 2: Adopting Kotlin for Spring 7: Cleaner Code, Fewer Bugs, Some Tradeoffs**
*Speaker: Daniil Tsarev, JetBrains*
Kotlin is becoming a first-class citizen in the Spring ecosystem, especially with the latest features in Spring 7. In this talk, we'll explore how easy it is to adopt Kotlin in existing Spring projects, what tangible benefits it brings to everyday development, and where some edges still are. Expect practical examples, real-world tradeoffs, and an honest look at whether Kotlin is the right choice for your Spring stack.
**About the speaker:**
Daniil Tsarev is a Software Developer at JetBrains with over 10 years of experience working with the Spring ecosystem.
Previously was developing a Spring-based full-stack framework for enterprise solutions.
Now passionate about developer productivity, he’s dedicated to creating tools and solutions that make developers’ lives easier.
**📅 Agenda**
[**18:30**]: Doors open, food, drinks & networking
[**19:00**]: Talk 1: Secure and Seamless (K8s Secrets)
[**19:45**]: Short break
[**20:00**]: Talk 2: Adopting Kotlin for Spring 7
[**21:00**]: Q&A and more networking
[**22:00**]: Closing the doors
Come for the knowledge, stay for the community. See you there!
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📍 Venue Details
📌 Postal address: Otto-Suhr-Allee 16, 10585 Berlin
🚪 Entrance: Otto-Suhr-Allee 16: New Building
🚆 Getting there by public transport
🔴 Subway: U2, stop "Ernst-Reuter-Platz"
🚌 Bus: 245, M45, stop "Ernst-Reuter-Platz"
🚶♀️🚶 How to find the right entrance:
1️⃣ From Ernst-Reuter-Platz (U2 station or bus stop), walk towards the high-rise Deutsche Bank building with a bank branch.
2️⃣ To the left of this building, you’ll see Otto-Suhr-Allee 16: New Building.
3️⃣ At the very front of the building, you’ll see Dave B. café☕ , which means you’re almost there, yay! 🎉
4️⃣ Walk past the café Dave B. and head to the first entrance of the office building with glass rotating doors (it will be on your left).
5️⃣ Signage with the event name will be placed near the entrance.
6️⃣ You made it! Enter and proceed to check-in at the reception.
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**IMPORTANT**
⚠️ Check-In Procedure
‼️ Your full name must be correctly listed in your RSVP (e.g., Max Mustermann).
❌ Incomplete or unclear names (e.g., j, j k, Happy Cat) will not be allowed entry due to strict security policies.
✅ Please bring a valid ID 🆔 for name verification at the entrance.
If you'd rather not change it here, just message me your name on LinkedIn or via email so I can add you to the guest list. You can find all my contact info at [https://asm0dey.site](https://asm0dey.site.)
Tech talks at Mozilla
Save the date! The Mozilla Meetup series continues with talks focused on modern web technologies.
Note that this event operates under the [Mozilla Community Participation Guidelines](https://www.mozilla.org/about/governance/policies/participation/).
**18:00** \- Doors open
**18:30** \- Tracking \(Protection\) Everywhere
There are a variety of tracking vectors on the web. But how exactly does this tracking work and what mechanism do we have available to protect our privacy?
This talk takes a closer look at the many anti-tracking mechanisms Firefox uses to protect its users, and discusses the thread models behind them and the practical protection they provide.
Bio: Manuel Bucher is a software engineer on the Firefox Privacy team working on anti-tracking in Firefox
**19:30:** No Servers, No APIs: AI in the Browser
I’ll present how modern web technologies make it possible to run AI models directly in the browser combining WebLLM and WebAssembly to deliver powerful, privacy-preserving client-side AI experiences. For more context, here’s a related article I wrote for Mozilla AI: [https://blog.mozilla.ai/3w-for-in-browser-ai-webllm-wasm-webworkers/](https://blog.mozilla.ai/3w-for-in-browser-ai-webllm-wasm-webworkers/)
**Bio:** Barış Güler is an engineering leader working on in-browser AI systems that leverage WebLLM, WASM, and web platform features to bring AI inference and tooling into client environments. He writes about web-native AI and open-source approaches to privacy-first machine intelligence (and a Rust fan, for sure).
Berlin Singles Dining: 6 Curated Singles | Women-Founded · Safe 🍽️
💗 **Tired of Swiping? Meet Real Singles in Berlin.** **Founded by a woman** who understands the struggle, Zeya is here to bring back organic connections. **No apps, no awkward small talk, just 6 curated singles at a cozy restaurant.** 🇩🇪 **Zeya bietet kuratierte Hangouts für Singles in Berlin. Sicher, persönlich und ohne Dating-Apps.**
**[Join next Berlin hangout – RSVP now!](https://zeya.cc/register)**
✅ **Women-Founded & Safe:** We prioritize a safe, respectful, and high-quality environment. ✅ **Expertly Curated:** We handpick 6 people based on vibes and interests = not just a random crowd. ✅ **Proven Success:** Proud **Web Summit Alpha Startup \| 92%** 🙌 Showed\-up \| **43%** 🔥 Hangouts matched \| **60%** 💖 Joined again \| **16** 💬 Hangouts
**📋 How it works:**
1. **Register (1 min):** Fill out a curation form at [https://zeya.cc/register](https://zeya.cc/register)
2. **Get Matched:** We find the best match for you among Berlin singles.
3. **Join the Hangout:** Once matched, you’ll get a WhatsApp invitation to a cozy Berlin spot.
4. **No Pressure:** Just 🤍 First time €9 \| 💖 Regular €12 to ensure a balanced mix and no\-shows\. If no hangout offer in 31 days? **100% Full Refund.**
**🥰** **Why Berliners Love Zeya?**
* 🔒 **Privacy First:** No public profiles. No one sees you until you meet in person.
* ⏳ **Zero Effort:** Skip the endless "Hey, how's your weekend?" texts. We do the work.
* ☕ **Organic Vibes:** No awkward ice-breakers or loud moderators nor busy rotating with funny bell sound 🐶. Just 6 like-minded people having a great time.
* 💌 **Smooth Follow-ups:** Like someone? Let us know privately via our post-event form. We connect you if it's a match!
**[Join next Berlin hangout – RSVP now!](https://zeya.cc/register)**
**Ready for a Wednesday evening that doesn't involve a screen?**
#BerlinSingles #ZeyaHangouts #SocialMatchingBerlin #BerlinEvents #SafeDatingBerlin #BerlinSinglesHangouts #SinglesEventsBerlin #WomenFounded #DinnerDate #NeuinBerlin #Leutekennenlernen #Socialize #DatingAlternative #FreundeFinden
Presentation Night: Whirlwind Tour of Numba
📆 Agenda
* 19:00 Welcome to the PUB (Python Users Berlin) – setting up
* 19:15 Main talk
* 20:00 Lightning talks
* 20:30 Social gathering
🎙 Main talk by [@esc](https://github.com/esc): Whirlwind tour of [Numba](https://github.com/numba/numba)
In this talk I will take you on a whirlwind tour of Numba -- the Python just-in-time (JIT) compiler. I will equip you with with a mental model of how Numba works and what it is good at. At the end, you will be able to decide if Numba could be useful for you.
📚 Resources
* https://github.com/esc/numba-talk
⚡️ Lightning talks
Time will be open at the end of the night for lightning talks (short 5 minute presentations). Please bring your ideas and inspirations with.
GenAI transforming Engineering: Agents and Guardrails [IN-PERSON!]
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)**
PyBerlin 58 - February event
**PyBerlin: February's event**
**Sponsor**: **Sentry**
**Location: W3.Hub**
**Agenda:**
6:30 pm – Doors open: snacks, drinks, networking
6:55 pm - Welcome from PyBerlin
7:00 pm - Welcome from the sponsor - Sentry
7:10 pm – **Maximum time off, minimum leave: solving the holiday equation with Python and math // Sander Van Aken**
Around the beginning of the year, German news sources publish tips on how to optimize your vacation by cleverly using Brückentage: taking a few strategic days of leave to connect weekends and public holidays into long breaks. But how can this be computed systematically? And how can it be tailored to your personal preferences?
Operations Research (OR) and mathematical optimization are powerful but often underrepresented disciplines within the broader AI and analytics landscape. In this beginner-friendly talk, we treat holiday planning as a mathematical optimization problem. Using the question “How do I maximize my benefit from taking time off?”, we will walk through the full process from problem formulation to a working Python solution.
Speaker's bio:
Sander Van Aken is Operations Research Engineer and passionate about applying quantitative methods to solve mobility, logistics and supply chain planning challenges. Beyond his day-to-day job of developing decision support algorithms for network planning at Flix SE, he is active in the broader OR community and loves introducing people to the field.
7:40 pm - break
8:00 pm – **Exception Handling Within the Context of Python's Typing System // Jonathan Herrera**
A conceptual approach to exception handling, with a special focus on Python's type hinting system. Python's typing system does not allow for annotating methods with the exceptions they raise. The talk discusses the conceptual consequences of this limitation and introduces different exception handling paradigms with their upsides and downsides.
Speaker's bio:
Jonathan has worked as a Senior Python Developer in different companies. Currently, he is an Engineering Manager at RoomPriceGenie, a scale-up providing revenue management solutions to hotels, where he oversees the integrations team, and works, amongst other things, on establishing best practices with regard to reliability and security.
8:30 pm – **One does not simply send a GET request // Paweł Wiszniewski**
Short presentation on a few of the less-known features of the requests and urllib3 libraries. Regardless of whether you're scraping the web or extracting data from those REST API endpoints, you need a reliable and convenient way to download data from the internet. But packages get lost in the traffic, servers get overwhelmed with requests. And your job is to build a resilient data pipeline. Let's see what the most popular HTTP libraries have to offer.
Speaker's bio:
Paweł is a Senior Data Engineer and a founding member of the Data Platform team at Flink SE, where he builds tools and designs processes that empower data scientists, analysts, and business teams across the company.
9:10 pm - closing
This event will be only in-person. Please check our Code of Conduct and official health regulation in Berlin before coming. If you feel some signs of sickness, please consider skipping this event and attending another time. We will have plenty of events in different formats in the future.
Looking forward seeing you all!
AWS User Group Berlin Session - February 2026
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)
Web Security Events Near You
Connect with your local Web Security community
Web Design Decoded: Tools, Practices, and Proven Processes (Semantic HTML)
**Web Design Decoded: Tools, Practices, and Proven Processes:**
**Semantic HTML**
At WebDev Columbus, we are exploring some of the most important topics of professional high-end web design and page building. Primarily focused on site building in the WordPress environment, our group explores tools, tips, and techniques for building the best WordPress sites possible. Additionally, we focus on disciplines and technologies that take website design from visually appealing to optimized spaces for delivering you and/or your client's message effectively and with a nod towards extended reach.
Each session combines practical demonstrations with real-world insights, giving you actionable knowledge you can apply immediately. Whether you're a seasoned developer looking to enhance your design skills or a newcomer wanting to understand design best practices, this series offers valuable insights for every skill level.
**What to expect:**
* Hands-on demonstrations of popular design tools
* Best practices for design-to-development workflows
* Tips for creating responsive, accessible designs
* Real-world problem-solving scenarios
* Interactive Q&A sessions
* Networking opportunities with fellow developers
**Each meetup features:**
60 minutes of focused presentation
30 minutes of live demonstrations
30 minutes for questions and discussion
**See you there!**
Our casual, collaborative environment encourages learning from both presenters and fellow attendees. Bring your questions, share your experiences, and connect with Central Ohio's web development community!
**Stay tuned for specific session topics and dates.**
TBD
**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**
TBD
**YouTube Link**
TBA
Columbus HUG February
Want to be a speaker? submit your talk to our Call for Presenters!!!
https://sessionize.com/cbus-hug-2026/
CSS3 Master Series (Class 01 of 06) (FEE BASED)
**PLEASE READ THE FOLLOWING IMPORTANT NOTES:**
1. The dates listed for this series are about 95% reliable. We are completing our 2026 schedule as we speak, so minor adjustments are still occurring.
2. Each class in this series has an attendance fee, on a first-come, first-served basis.
3. Each class, from BOTH a sign-up and fee perspective, is a separate entity.
**Introduction:**
**The breakdown of the four-class series is as follows:**
**Class 1: Introduction to Web Styling and Basic CSS3**
**Class 2:**
**Class 3:**
**Class 4:**
**Class 5:**
**Class 6:**
COhPy Monthly Meeting
**NEW LOCATION: 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).
See the handy Parking Map - we recommend street parking.
[Street Parking Map](https://docs.google.com/presentation/d/1u2A4fLNlxwLJn0KA_hKc8bnFlFHLvsHBDh-_8wzX_tk/edit?usp=sharing)
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 centralohpython@gmail.com
CSS3 Master Series (Class 02 of 06) (FEE BASED)
**PLEASE READ THE FOLLOWING IMPORTANT NOTES:**
1. The dates listed for this series are about 95% reliable. We are completing our 2026 schedule as we speak, so minor adjustments are still occurring.
2. Each class in this series has an attendance fee, on a first-come, first-served basis.
3. Each class, from BOTH a sign-up and fee perspective, is a separate entity.
**Introduction:**
**The breakdown of the four-class series is as follows:**
**Class 1: Introduction to Web Styling and Basic CSS3**
**Class 2:**
**Class 3:**
**Class 4:**
**Class 5:**
**Class 6:**
Psychic Development Series II - Pueo Group
Private Group. Closed to the Public
Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy.
In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected.
The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve.
I look forward to sharing and discovering with you. - Cynthia





















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