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New in Berlin Meetup at Bar bOx – Social Butterfly Club 🦋
Join us for a relaxed Monday evening full of new faces, unexpected conversations and the kind of atmosphere that makes the week feel a little more alive. Whether you’re new in Berlin or simply looking to meet open-minded people, this is a space to connect, share stories and start the week with a little more curiosity.
Orga
The location accepts only card payments. We will be sitting in the first room.
Questions? Check our Meetup-FAQs:
[https://socialbutterfly.berlin/meetup-faq/](https://socialbutterfly.berlin/meetup-faq/)
Meet your host
I’m Julia — a Berlin local who loves bringing people together. My path went from growing up in a dance school to studying philosophy to working in IT support, and somehow all of that led me here: hosting meetups and creating spaces where people can show up, relax, and connect.
Insta [https://www.instagram.com/juwaberlin/](https://www.instagram.com/juwaberlin/)
LinkedIn [https://www.linkedin.com/in/julia-waehnert/](https://www.linkedin.com/in/julia-waehnert/)
About
The Social Butterfly Club 🦋 is a Berlin-based community that has been bringing people together for over three years. Each gathering is part of a larger framework designed to help friendships grow through shared experiences in the city — with a long-term vision of turning Berlin itself into a shared, playful experience.
Love the vibe?
There’s a whole community waiting for you.
🦋 Join the Social Butterfly Club and experience Berlin together
[https://socialbutterflyradar.substack.com/](https://socialbutterflyradar.substack.com/)
Co Working in Sonnenallee
In a world that unfolds behind the screen, working from home feels gradually more lonely and disconnected.
Weather you are an employee without an office, a creative, a freelancer or just someone in need of a working space, this is for you.
You don’t need to cross the city to find a working space anymore, your favourite coworking space just landed in Sonnenallee.
Every Monday and Thursday
From 10:00 until 16:00
In the indoor room of @sfera
Free water and wifi
Lasst uns treffen und Deutsch sprechen
**📢 Wichtiges Update für das Sprachcafé in Manifesto!** 📢 2. Etage wo es geschlossen ist.
Alle Teilnehmende **müssen** etwas bestellen. Wenn nicht, werden wir uns in Neukölln treffen. **Ein Getränk bei der Soot Bar** (unten bei den WCs) **oder Essen woanders** zu kaufen, damit wir dort bleiben dürfen. Danke fürs Mitmachen! 😊
SALSA SOCIAL - DANCE & CONNECT
**Rhythm, Connection & Latin Energy**
*Step into the world of Salsa, get to know new Friends & feel the music uplifting Your mood.*
This class invites You to explore connection, flow & expression through one of the most vibrant and social dance styles. Whether You are stepping onto the dancefloor for the first time or looking to refine Your basics, this session is designed to meet You where You are.
Led by Ankit, a Berlin-based creative with over 10 years of experience on and off the dancefloor, this class blends structure with warmth and passion. Specializing in Salsa, Kizomba, and Bollywood, Ankit brings a unique teaching style that makes learning feel natural, engaging & fun.
> In this one-hour session, You will learn the foundations of Salsa, develop timing and coordination & most importantly, enjoy the connection between music, movement & people. Expect a welcoming atmosphere, clear guidance & a space where You can build confidence and simply enjoy the dance.
**PARTNER NEEDED?**
You are welcome to join on Your own or come with a partner. We will form pairs on the spot, creating a relaxed, social & inclusive atmosphere where everyone can connect and feel comfortable.
Come to feel supported, energized, inspired & celebrate the joy of Salsa.
**TICKETS:**
available: at the Box Office before the class
See You Soon.
Love.
Ankit & DNA.
LEVEL: All levels
WHAT YOU NEED: salsa shoes (recommended, not necessary)
COSTS: €15 Regular (Online / Box Office)
\- Free for DNA\. Members
Writers (Feedback) Session
**Open Platform for Writers to connect, share & grow. Together.**
We create a safe space to be creative, connect through writing and give and receive feedback from each other.
Get ready for bringing in different writing styles and helping each other improve our own writing skills and get to know some new friends.
...for more info check out www.dna-artclub.com / follow us on IG: @nightart.club
See You soon :)
Love.
DNA.
***
\*Members of Dair Night Art e.V. and Subscribers of DNA. Art GbR.
\*\*By entering the DNA. ART HOUSE, You agree to comply with the Hausordnung of Dair Night Art e.V. and Geschäftsordnung of Dair Night Art e.V. Please ensure You review these documents thoroughly in advance.en
14. Flow Game Salon 🌀
\*\*\* English below \*\*\*
### Einladung
**Du bringst die Frage**
**Das Spiel bringt die Klarheit**
**Wir halten den Raum**
Du bist herzlich eingeladen, gemeinsam mit anderen einen achtsam gestalteten Raum für tiefgehende Fragen und persönliche Klärung zu betreten. Der Flow Game Salon bietet dir die Gelegenheit, mit einer für dich bedeutungsvollen Frage präsent zu sein – und im Kreis neue Perspektiven und Resonanz zu erleben. Das Flow Game ist ein dialogisches Reflexionsspiel, das dich einlädt, innezuhalten, zuzuhören und Impulse für das zu empfangen, was in deinem Leben gerade zählt. Keine Vorkenntnisse erforderlich!
**Ort:** Facilitation Academy, Wilhelmshavener Street. 18, 10551 Berlin
**Sprache:** Meist Deutsch oder Englisch (wir passen uns an, nach Bedarf)
**Spendenbasis:** 20–50 € pro Person inkl. Hosting, Vorbereitung, Raum und Snacks (Empfehlung)
### 🕒 Ablauf (ca.)
* **15:45 – 16:00** – Ankommen
* **16:00 – 16:45** – Check-in-Fragen & Café
* **16:45 – 19:30** – Flow Game spielen (im Kreis oder in Kleingruppen)
* **19:30 – 20:00** – Reflexion & gemeinsamer Abschluss
### Praktisches
* Komme gern in bequemer Kleidung – wir sitzen und bewegen uns vielleicht leicht im Raum.
* Es gibt Tee, Kaffee, Wasser und kleine Snacks. Wenn du etwas Besonderes mitbringen oder teilen möchtest, sehr gerne!
* Wir sind ein wechselnder Kreis von Gastgeber:innen aus dem Berliner Flow Game Netzwerk. Die jeweils anwesenden Hosts bestätigen ihre Teilnahme im jeweiligen Event.
* Je nach Gruppengröße spielen wir in einem gemeinsamen Kreis oder in parallelen Gruppen in verschiedenen Räumen.
Wir freuen uns auf dich – und deine Frage. Jede Perspektive bereichert den Kreis, unabhängig von deiner bisherigen Erfahrung mit dem Flow Game.
Herzlich,
das Flow Game Salon Team
**\*\*\* english Version \*\*\***
**Invitation**
**You bring the question**
**The game brings the clarity**
**We hold the space**
You are invited to join others in a mindfully designed space for deep questions and personal clarification. The Flow Game Salon offers you the opportunity to be present with a question that is meaningful to you - and to experience new perspectives and resonance in the circle. The Flow Game is a dialogical reflection game that invites you to pause, listen and receive impulses for what matters in your life right now. No previous knowledge required!
Location: Facilitation Academy, Wilhelmshavener Street. 18, 10551 Berlin
Language: Mostly German or English (we adapt as needed)
Donation basis: 20-50 € per person incl. hosting, preparation, room and snacks (recommended)
**Schedule (approx.)**
15:45 - 16:00 - Arrival
16:00 - 16:45 - Check-in questions & café
16:45 - 19:30 - Play flow game (in a circle or in small groups)
19:30 - 20:00 - Reflection & closing together
**Practical**
* Come in comfortable clothes - we may sit and move around the room slightly.
* There will be tea, coffee, water and snacks. If you would like to bring or share something special, please feel free!
* We are a rotating group of hosts from the Berlin Flow Game network. The hosts present confirm their participation in the respective event.
We look forward to hearing from you - and your question. Every perspective enriches the circle, regardless of your previous experience with the Flow Game.
Sincerely,
the Flow Game Salon Team
Tandem Deutsch Spanisch
Andere drücken die Schulbank, wir aber wollen in gemütlicher (und realer) Atmosphäre wieder aufeinandertreffen und einen Deutsch-Spanisch-Tandemkurs aufleben lassen. Beim einfachen Zusammenkommen und kennenlernen lässt es sich schließlich viel effektiver lernen. und Spaß haben. ...
Web Analytics Events This Week
Discover what is happening in the next few days
Berlin Tech Mixer and Social (Tech / AI / Data / IT) ✨
THERE IS NO WAITLIST. EVERYONE CAN JOIN.
Whether you're a seasoned tech veteran or just starting out, let's create the ideal afterwork place to meet and chill with other workers in tech - find that new job, expand your network, share ideas, and stay up-to-date on the latest trends in the industry. Let's inspire, innovate, and shape the future of technology in Berlin!
Tech, AI, Data, IT, and more \~
\-\-\-\-\-\-\-\-
### Event Details
💰 Cost: €3 (Online only, no tickets at door) [ Link to Website ](https://techsocialberlin.com/event/meetup)
🍺🥃 Afterwork drinks and social
📍 Belushi's Berlin (Alexanderplatz) (Inside, or ask for Tech Social) - Rosa-Luxemburg-Straße 41
🕕 6:00pm onwards every Friday
**Or RSVP on the website for our Discord / WhatsApp communities, and to see who else is going and what their backgrounds/seniority/interests are:**
🔗 [Link to Website](https://techsocialberlin.com/event/meetup)
If you cannot find us, ask staff about Social Meetup, or find a table, snap a photo and ask in the WhatsApp community above.
\-\-\-\-\-\-\-\-
### Who Should Attend?
Perfect for **Berlin tech professionals** including:
* **Software Developers & Engineers** (Python, JavaScript, Java, C++, React, Node.js)
* **Data Scientists & Analysts** (Machine Learning, AI, Data Visualization, SQL)
* **Cybersecurity Professionals** (InfoSec, Ethical Hacking, Cloud Security)
* **Product Managers & Tech Entrepreneurs**
* **Students & Tech Graduates** looking to break into tech
* **Career Changers** entering tech industry
* **Remote Workers & Digital Nomads** in Berlin
* **Startup Employees & Entrepreneurs**
* **Digital Marketing & Product Professionals**
* **Senior Engineers** looking to mentor and network
\-\-\-\-\-\-\-\-
### What You'll Experience
* 🤝 **Network with Berlin tech community**
* 💼 **Job opportunities** and referrals from peers
* 🚀 **Career acceleration** through peer networking
* 🎯 **Skill sharing** and tech discussions
* 🧠 **Knowledge sharing** on latest tech trends
* 🎉 **Social activities** and games
* 🧠 **Learn from peers** about real-world challenges
* 🚀 **Collaborate** on projects and ideas
* 🎯 **Mentorship connections** (both ways!)
* 🍻 **Fun, casual atmosphere** \- no matter your seniority level
\-\-\-\-\-\-\-\-
### Event Guidelines
* Support the venue by purchasing drinks/food (no outside items allowed)
* Maintain appropriate behavior and respect for all attendees
* Bring physical ID if required by venue (call ahead to confirm)
* Disclaimer: We are not affiliated with the venue, we just use the space. So don't call the venue asking about our events.
\-\-\-\-\-\-\-\-
*Berlin Germany tech social mixer afterwork drinks AI connect network data IT programming cybersecurity digital nomad blockchain crypto big data science computer networking community jobs entrepreneur industry product design startup software development machine learning python javascript professional networking career development it professionals developers mentorship ai sql analytics data engineering business intelligence deep learning tensorflow pytorch data visualization data analysts ml engineers Berlin Germany tech social mixer afterwork drinks AI connect network data IT programming cybersecurity digital nomad blockchain crypto big data science computer networking community jobs entrepreneur industry product design startup software development machine learning python javascript professional networking career development it professionals developers mentorship ai sql analytics data engineering business intelligence deep learning tensorflow pytorch data visualization data analysts ml engineers***📱 Follow us:** [Facebook](https://www.facebook.com/tech.social.event) \| [Instagram](https://www.instagram.com/tech.social.event/) \| [LinkedIn](https://www.linkedin.com/company/tech-social-event)
Agentic AI in the Wild: What Actually Runs in Production
Register: [https://globalai.community/e/7lns53g4](https://globalai.community/e/7lns53g4)
## Connected Intelligence: AI Builders Meetup — WeAreDevelopers PreDay, Berlin
AI agents are moving into production. The question is no longer whether to use them, but what it actually takes to make them work once the demo is over.
This WeAreDevelopers PreDay meetup is for builders, founders, and practitioners wiring AI agents into real codebases, CI/CD pipelines, developer platforms, and knowledge systems. The evening focuses on the honest conversations that rarely fit into a conference talk: what breaks at scale, what context engineering really looks like, and where the failure modes hide.
The theme is **connected intelligence**: how graph-based reasoning, smarter pipelines, and agentic code review are changing production AI systems, and what engineering teams need to do differently to support them.
We will explore constraint satisfaction in agent decision-making, agentic AI in production, AI-powered development workflows, and Java’s role in the future of AI systems. No vendor pitches. Just the stuff that runs in production.
AI for Datadog & Datadog for AI (Live Demos)
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:** [SVA System Vertrieb Alexander GmbH, Rotherstraße 16, 10245 Berlin](https://maps.app.goo.gl/9t7c5Q6EF2tnWZzo6), see [travel information](http://www.sva.de/sites/default/files/2025-06/AnfahrtSVA_Berlin_2025.pdf) for more.
\-\-\-\-\-\-
**🏠 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 & Datadog Ambassador
Introduction into the evening and highlights of Datadog's recent new features and products.
**📅 18:45 - Working Smarter With AI in Datadog: From Bits AI and Investigations to Full LLM Observability - Pilot to Production for your Projects! (40 min.)**
**🎙️**Speaker: James Henderson, Partner Solutions Architect (EMEA) @ **[Datadog](https://www.datadoghq.com/)**
Most of us use a fraction of what Datadog can actually do - **and now there's powerful new capabilities: AI for Datadog and Datadog for AI.** This session is a live demo: your chance to see the latest AI features in action and what they mean for your day-to-day work. We'll start with AI for Datadog - how Bits AI, Autonomous Investigations and natural-language querying take the toil out of troubleshooting, surfacing root cause in seconds. Then we'll flip it around to Datadog for AI: if you're shipping AI projects, LLM features or agents, we'll show you how AI LLM Observability traces every prompt, call and tool step, catches quality and cost drift early, and takes your AI from pilot to production with confidence. We'll spend fifteen minutes aligning on the new Datadog AI capabilities, then move straight into the platform for live demos showing what's possible.
**📅 19:40 -The AI Agent Passed Every Test. Then It Shipped.**
**(30 min.)**
**🎙️**Speaker: David Edoh-Bedi, Developer Relations @ **[Datadog](https://www.datadoghq.com/)**
Your CI is green. Your evals passed in dev. You shipped the agent. Now what?
Production AI agents fail in ways your test suite was never built to catch. Prompts drift silently as people "optimize" them. Agents enter tool loops and burn through your API budget overnight. Your dashboards stay green and your users notice anyway.
This talk walks through real production failure modes using a live agent, shows what each one looked like from the outside (spoiler: fine), and demonstrates the monitoring that actually caught them.
You'll leave with specific instrumentation to add before your next agent ships, and a clearer sense of what your dashboards aren't telling you.
**🥗 20:15 - Drinks, Food & Networking**
Enjoy refreshments while networking with community peers!
**👋 21:00 - Goodbye, see you next time!**
Jhana Meditation for Beginners
The course will start this Saturday at 10am. It will be in studio R at CCB studios. [https://maps.app.goo.gl/rFovxE7eG7HV6uB46](https://maps.app.goo.gl/rFovxE7eG7HV6uB46). Buzz for CCB studios and then walk through to the second courtyard. We will try to start right around 10. There will be tea available.
Please dress in comfortable clothes, maybe wearing a few layers. Theres some blankets, yoga mats, cushions and chairs in the room that you can use.
The plan will be for us to do some small discussions at the top and then start discussing theory before doing some meditations of increasing length and then closing with some time for Q & A. We will take a short break in the middle as well. The plan is to go from 10-12 roughly but we may end a little closer to 11:30 depending.
This week will function primarily as a simple introduction to meditation and some topics in the space but we will also discuss what the Jhanas are.
Looking forward! Any questions please just message me.
Flutter Berlin × CarOnSale
Join us for an evening of Flutter, Dart, and networking hosted by CarOnSale. We'll kick things off with a deep dive into one of Dart's newest language features, followed by a second session and plenty of time to connect with fellow developers from the Berlin Flutter community.
**Schedule**
**18:30 — Doors Open**
Check in, grab a drink, and meet fellow Flutter developers from the Berlin community.
**19:00 — Welcome Notes**
A short introduction from Flutter Berlin and our hosts at CarOnSale.
**Talk 1 — Hiding Complexity with Dart Extension Types — Roman**
Extension types in Dart 3.3+ let you elegantly hide the real complexity behind clean abstractions. They enable powerful patterns for true compile-time singletons with strong privacy guarantees, while also letting you build robust zero-cost Value Objects that enforce domain invariants and create a clear ubiquitous language — all with zero runtime cost.
**About Roman**
Roman is a Google-awarded Flutter Developer and Staff Mobile Engineer at CarOnSale.de, where he has worked for 4 years as part of his 8 years of Flutter experience (and over a decade in design). He loves Dart as his primary language and Rust as a complementary one (along with TS/Swift), but believes strong programming fundamentals matter more than any specific syntax. In his role he mentors Flutter developers and shapes architecture solutions. Outside of work he prioritizes family and open-source.
**Talk 2 — TBA**
Our second session of the evening will be announced soon.
**20:30 — Networking & Socialising**
Meet fellow Flutter developers, exchange ideas, discuss the talks, and connect with the local community.
**22:00 — Doors Close**
We wrap up the evening and head home inspired with new ideas and connections.
Lessons from the Field: Scale, Availability, and Performance
**[IMPORTANT NOTICE registration is HERE](https://luma.com/wh28yfqv)**
**Please bring a valid ID (driving licence or passport) with you on the day, as it will be required for entry to the venue.**
Join **Aerospike** **AWS, Adjust and Miro** for an evening of technical talks focused on the challenges of running real-time, business-critical systems at scale.
Hear firsthand lessons from engineers managing large datasets, database migrations, and cloud infrastructure availability in production. From Miro's Redis-to-Aerospike migration on Kubernetes to AWS best practices for capacity planning and resilience, speakers will share practical insights gained from operating demanding workloads where performance and reliability matter.
Connect with fellow engineers, architects, and technology leaders from Berlin's tech community over drinks and networking.
**Agenda**
**17:30 – 18:00 - Welcome & networking**
**18:00-18:10 - Speed vs Capacity: Designing Data Systems for Real-Time Scale**
*Dirk Möller, Regional Lead Germany and EE, Aerospike*
In high-performance data systems, balancing RAM and disk is key to real-time performance at scale. This session explores the technical nuances of database architecture in today’s AI-driven era, where workloads demand low latency, massive scale, and adaptive infrastructure. Drawing on real-world, mission-critical systems, we’ll show how to achieve the right mix of speed, scale, cost-efficiency, and reliability - designing architectures that meet today’s real-time demands while staying sustainable and affordable.
**18:10 – 18:30 - Scaling Beyond Millions of Transactions**
*Leonardo Muñoz, Platform Engineer, Adjust*
A behind-the-scenes look at how Adjust powers high-throughput, low-latency workloads at scale using a distributed database platform running on bare metal infrastructure. Leonardo will explore the architectural and operational decisions behind the deployment, the challenges of managing dedicated hardware at scale, and the lessons learned from years of production experience supporting mission-critical workloads.
**18:30 – 18:50 - Pod Ready ≠ Data Safe: Migrating a Critical Dataset on Kubernetes**
*Yuriy Chernikov, Staff Software Engineer, Miro*
Miro migrated one of its most critical datasets from a legacy caching platform to a modern distributed database running on Kubernetes - and not everything went according to plan. This practical talk covers what the migration actually required, the design decisions that made failures survivable, and the operational lessons that only emerge when managing datasets measured in terabytes.
**18:50-19:10 - Managing Amazon EC2 Capacity and Availability**
*Nati Cohen, Sr. Specialist Solutions Architect, Compute, AWS*
Modern data-intensive applications require infrastructure that delivers high performance, scalability, and resilience. Organizations often seek to leverage the latest storage-optimized EC2 instances, select larger instance sizes for improved performance, place infrastructure close to data producers and consumers, and scale efficiently as business demands grow.
In this session, we'll explore how to balance these performance requirements with cost optimization and capacity availability. We'll review the various EC2 capacity and reservation models, including Capacity Reservations, On-Demand Instances, Savings Plans, and more. Learn how to combine these options to optimize cost, performance, and availability for large-scale production workloads
**19:00-20:00- Networking**
**[IMPORTANT NOTICE registration is HERE](https://luma.com/wh28yfqv)**
Lessons from the Field: Scale, Availability, and Performance
**[IMPORTANT NOTICE registration is HERE](https://luma.com/wh28yfqv)**
**Please bring a valid ID (driving licence or passport) with you on the day, as it will be required for entry to the venue.**
Join **Aerospike** **AWS, Adjust and Miro** for an evening of technical talks focused on the challenges of running real-time, business-critical systems at scale.
Hear firsthand lessons from engineers managing large datasets, database migrations, and cloud infrastructure availability in production. From Miro's Redis-to-Aerospike migration on Kubernetes to AWS best practices for capacity planning and resilience, speakers will share practical insights gained from operating demanding workloads where performance and reliability matter.
Connect with fellow engineers, architects, and technology leaders from Berlin's tech community over drinks and networking.
**Agenda**
**17:30 – 18:00 - Welcome & networking**
**18:00-18:10 - Speed vs Capacity: Designing Data Systems for Real-Time Scale**
*Dirk Möller, Regional Lead Germany and EE, Aerospike*
In high-performance data systems, balancing RAM and disk is key to real-time performance at scale. This session explores the technical nuances of database architecture in today’s AI-driven era, where workloads demand low latency, massive scale, and adaptive infrastructure. Drawing on real-world, mission-critical systems, we’ll show how to achieve the right mix of speed, scale, cost-efficiency, and reliability - designing architectures that meet today’s real-time demands while staying sustainable and affordable.
**18:10 – 18:30 - Scaling Beyond Millions of Transactions**
*Leonardo Muñoz, Platform Engineer, Adjust*
A behind-the-scenes look at how Adjust powers high-throughput, low-latency workloads at scale using a distributed database platform running on bare metal infrastructure. Leonardo will explore the architectural and operational decisions behind the deployment, the challenges of managing dedicated hardware at scale, and the lessons learned from years of production experience supporting mission-critical workloads.
**18:30 – 18:50 - Pod Ready ≠ Data Safe: Migrating a Critical Dataset on Kubernetes**
*Yuriy Chernikov, Staff Software Engineer, Miro*
Miro migrated one of its most critical datasets from a legacy caching platform to a modern distributed database running on Kubernetes - and not everything went according to plan. This practical talk covers what the migration actually required, the design decisions that made failures survivable, and the operational lessons that only emerge when managing datasets measured in terabytes.
**18:50-19:10 - Managing Amazon EC2 Capacity and Availability**
*Nati Cohen, Sr. Specialist Solutions Architect, Compute, AWS*
Modern data-intensive applications require infrastructure that delivers high performance, scalability, and resilience. Organizations often seek to leverage the latest storage-optimized EC2 instances, select larger instance sizes for improved performance, place infrastructure close to data producers and consumers, and scale efficiently as business demands grow.
In this session, we'll explore how to balance these performance requirements with cost optimization and capacity availability. We'll review the various EC2 capacity and reservation models, including Capacity Reservations, On-Demand Instances, Savings Plans, and more. Learn how to combine these options to optimize cost, performance, and availability for large-scale production workloads
**19:00-20:00- Networking**
**[IMPORTANT NOTICE registration is HERE](https://luma.com/wh28yfqv)**
Web Analytics Events Near You
Connect with your local Web Analytics community
Data & Analytics Wednesday - Learning from Everyday Data
**Practical Curiosity: Learning from Everyday Data**
How do we actually get better at utilizing our day-to-day data? Fancy dashboards and complex models might look nice and draw attention, but that’s not where most of us spend our time. In fact those shiny outputs frequently sit unused, while the real insights are drawn from the analyst’s daily practice.
Sometimes it’s as simple and as powerful as noticing that a segment is shrinking, a channel is underused, or certain links keep getting all the clicks. There’s many different places that the spark of insight can come from, but you have to keep your head in the data and know where to look.
In this session, we’ll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. You’ll leave with inspiration for your own use cases, along with a few simple ways to ask better questions, spot meaningful patterns, and make smarter decisions without overcomplicating it.
**About Our Speaker:**
[Elaine Armbruster](https://www.linkedin.com/in/elainearmbruster/) is a Director of Digital Experience at the [American Diabetes Association](https://diabetes.org/), where she focuses on using data and insights to create smarter, more effective digital experiences. A lifelong Columbus resident, she has built her career in email marketing and the broader digital user journey, and is finding she most enjoys working in the messy middle where systems, data, and big ideas don’t quite line up yet.
Thanks to our 2026 sponsors:
[Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro)
More info at [cbusdaw.com](https://cbusdaw.com)
AWS Columbus User Group - Topic to be announced
Topic to be announced.
**CALL FOR SPEAKERS**
Learn more: https://www.awscolumbus.com/get-involved/
**THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: https://www.veeam.com/
**DIRECTIONS**
8800 Lyra Dr #450 · Columbus, OH
go to 4th floor.
**Want to sponsor the pizza and/or bar tab?**
Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com
IxDA Chat n Pancakes
You can sleep in on the Semiquincentennial (observed), we’re shifting to the following Friday.
But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why I’d even want to.
Thanks to the team at Nationwide of supporting the group.
Page Building with Bricks (Class 06 of 10) (FEE BASED)
**PLEASE READ THE FOLLOWING IMPORTANT NOTES:**
1. The dates for this series are simply placeholders at the moment. We are working on our 2026 schedule, and adjustments are forthcoming.
2. Each class in this series has an attendance fee.
3. Each class from BOTH a sign-up and fee perspective is a separate entity.
**Introduction:**
Our Page Building with Bricks web development class provides detailed instruction for using Bricks Builder, a visual site builder for WordPress, to create and manage websites. Widely considered by many of the world's leading web developers to be the most complete page builder on the market today, Bricks Builder offers a wide range of features and comprehensive tools. Our Bricks Builder web development class provides detailed instructions on utilizing the toolset. The series of courses covers the core features of Bricks Builder, enabling users to design and develop responsive, visually appealing websites. Moreover, the courses are oriented to reinforce a focus on professional, scalable web development. Throughout the series, we focus our page-building instruction on the semantic and structural integrity of the pages in a responsive world. By the end of the 10-class series, participants will have a fundamental understanding of proper web page and website development.
**The breakdown of the 10-class series is as follows:**
* Class 01 - Survey of Page Builders / What Bricksbuilder Does For You
* Class 02 - Boxes, Boxes, Boxes / Sections / Containers
* Class 03 - Static Units / Relative Units / Responsive Development And Math Functions
* Class 04 - CSS Variables And DRY Development / Classes And Global Styling
* Class 05 - CSS Grid And CSS Flexbox
* Class 06 - Responsive Development / Breakpoints And Media Queries
* Class 07 - Effective Use Of Color / Effective Use Of Images
* Class 08 - Beginning To Think Dynamically / Using Templates And Components
* Class 09 - Dynamic Styling / Data Attributes And Attribute Selectors
* Class 10 - Pseudo Elements / Programmatically Styling With Pseudo Classes
Throughout the class sessions listed above, we cover the following key areas of web development with Bricks Builder:
* **Introduction to Bricks Builder Interface:**
* Familiarization with the builder's layout, including the toolbar, panel, and canvas, and understanding how to navigate and interact with its various components.
* **Visual Site Building:**
* Techniques for creating layouts using Bricks' drag-and-drop interface, incorporating sections, rows, columns, and elements to build page structures.
* **Styling and Design:**
* Utilizing Bricks' styling options to customize elements, apply global CSS classes for consistent design, and leverage features like Flexbox and CSS Grid for responsive layouts.
* **Dynamic Content and Custom Fields:**
* Integrating dynamic content from custom post types and custom field plugins (like ACF, Meta Box) to build data-driven websites.
* **Template Building:**
* Creating and managing reusable templates for headers, footers, post type layouts, and other site-wide elements.
* **Performance Optimization:**
* Understanding how Bricks Builder contributes to fast-loading websites and implementing performance best practices.
* **Advanced Features:**
* Depending on the class level, it might delve into advanced topics such as conditional logic, interactions, and custom code integration to enable more complex functionality.
The series aims to equip participants with the skills to efficiently build, customize, and maintain WordPress websites using Bricks Builder, catering to both beginners and experienced web developers.
Stop Guessing: How to Measure and Improve LLM Outputs
Most people use LLMs by feel: ask a question, read the answer, decide whether it “seems good,” and move on.
That works for casual use. It does not work when you are building software, automating workflows, writing important documents, or relying on AI for anything that needs to be repeatable.
In this talk, we’ll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. We’ll cover how prompt changes affect results, how to compare outputs, how to build simple evaluation sets, and how math-based methods like similarity scoring can help you move beyond guesswork.
This will be beginner-friendly, so even if you don't know anything about AI, you should get something out of it. However, this will be a little more technical than our intro talks. You do not need to be an AI researcher, but programmers and technically curious attendees will get a lot out of it.
We’ll cover:
* Why “it looks good” is not enough
* How to improve prompts by changing the input, context, and constraints
* How to compare LLM outputs more systematically
* Basic evaluation techniques for accuracy, consistency, and usefulness
* How embeddings, cosine similarity, and scoring can help evaluate results
* Where automated evaluation works — and where humans still need to stay in the loop
By the end, you’ll have a practical mental model for treating LLMs less like magic and more like systems you can test, measure, and improve.
LOGISTICS AND PARKING:
The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks!
The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.
Columbus Polymarket Profit Strategy
📈 **Win on Prediction Markets – Polymarket Masterclass**
Learn to read and win prediction markets consistently. Data-driven and repeatable.
⚠️ Register below to confirm — RSVP is not your ticket in.
### [🔗 REGISTER NOW](https://aiventurelab.org/product/Polymarket?city=Columbus&groupurlname=the-book-lovers-journey-discussion-group&startgmtdatetime=2026-07-07T22:00:00Z)
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What you'll learn:
- Risk management techniques for prediction markets
- The edge that separates profitable traders from the rest
- How to read market signals others miss
*The forecasters who win have a system. Get yours.* 🎯
Columbus PHP: Monthly Meetup
Our monthly PHP meetup.
A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm






























