Information Architecture

**PLEASE RSVP HERE:** https://luma.com/x1h3sb59 \*\* ​Registrations: 5:30 PM - 6:15 PM (food & drinks are taken care of) **The event will also include a networking break between the talks.** ​This event is kindly hosted at the offices of our partner, **Netlight Consulting.** ​ **​Will Martin** ​*AI Evangelist at Dremio & Author of the upcoming* AI for Dummies (and actually) ​AI is everywhere — but what does it actually mean in practice? ​Will will give a practical, hype-free walkthrough of modern AI and how it fits into today’s data stack and lakehouse architectures. ​🚀 Topics include: * ​What Agentic AI is — and how it differs from LLMs * ​How LLMs work under the hood * ​Fine-tuning vs RAG vs prompt engineering * ​Connecting AI to your data, APIs, and lakehouse with MCP * ​Real-world benefits, risks, and implementation considerations ​A clear introduction to how AI really works — and how to use it effectively. *** ## ​Olena Kutsenko ​*Staff Developer Advocate, Confluent* ​Olena will explore what it really takes to move data from Kafka into Apache Iceberg tables reliably and at scale. ​🔍 Topics include: * ​Schema evolution & data normalization * ​Exactly-once guarantees & late-arriving events * ​Partitioning & table maintenance * ​Trade-offs between Kafka Connect, Flink pipelines, and custom ingestion approaches ​Using Confluent Tableflow as a practical example, this session focuses on building robust streaming-to-lakehouse architectures — regardless of tooling. *** ## ​Bjarne Schröder ​*Software Engineer, STACKIT* ​We're excited to welcome Bjarne from STACKIT, where he works on Data & AI product offerings. ​Having transitioned from Data Engineering to Software Engineering, Bjarne brings experience from both perspectives of the data ecosystem—first as a user of cloud-native data services and now as someone who helps build and deliver them. ​Passionate about connecting with people and exploring technology, Bjarne enjoys diving into all kinds of nerdy topics in his free time and cycling around his hometown of Cologne, Germany. *** ## ​Andrew Madson ​*Head of Developer Relations, Fivetran* ​Andrew has spent more than a decade leading analytics and ML teams across organizations including J.P. Morgan Chase, MassMutual, and Arizona State University before moving into DevRel and developer community leadership. ​He is: * ​Founding Head of DevRel at Fivetran * ​Co-author of *Apache Polaris: The Definitive Guide* * ​Speaker, educator, and creator with a 250K+ global audience * ​A leading voice in Apache Iceberg, lakehouses, and AI-ready data platforms ​Expect practical insights on modern data infrastructure, developer ecosystems, and building AI-ready architectures. *** ## ​Alex Merced ​*Head of DevRel at Dremio & O’Reilly Author* ​Alex will walk through key ideas from his latest work on Agentic Analytics and building data platforms that actually work for AI. ​🔍 What to expect: * ​Why data silos break AI agents * ​The role of the lakehouse, federation & semantic layers * ​Apache Iceberg, open catalogs & modern architectures * ​Why AI agents need context — not just data * ​A roadmap toward autonomous, AI-driven analytics ​A sharp, architecture-focused session connecting modern data platforms with the future of AI.

\*This is a free event, but please [donate through Eventbrite](https://www.eventbrite.de/e/read-editing-monthly-writers-meetup-tickets-1981513291596?aff=oddtdtcreator) to support our collective if you are able! Please join us on the 2nd Monday of every month for this event, built for all of your “in between works“ by the [Read Wedding](https://www.instagram.com/readwedding/) collective. Most events for writers are focused around ***creation or performance***. Much comes between this, yet we do not always hold each other through that phase. It is perhaps expected that all of those self-questioning, unsure, multi-path moments between lightbulb idea and snap-inducing performances are to be personal and private--but they do not always have to be. We therefore offer you a space for everything unfinished. Needing bouncing around. Ready for a test run. We will meet in the back room of Cafe Cralle, ***which is a cash only***, collective-run staple of the Berlin writing and queer scene, for a more traditional meetup format than our open mic. The evening will be without any set structure of facilitation, but rather an approach determined based on who's arrived and what their goals are. You may expect some combination of solitary writing time, sharing and feedback, and guided exercises. We'd love for you to show up however you are, and with some writing materials (including your phone, if you prefer). However you arrive, so long as you are feeling curious and open, we will have something for you and your work. See you there! Brooks, Bubamarrë, Maggie & Johanna Re(a)d VVedding Kollektiv \-\-\- **NOTE: Excluding select, small workshops, Read Wedding has hosted entirely free events since we started. If you have the means and would like to support us, it goes a long way. Please consider [donating through Eventbrite](https://www.eventbrite.de/e/read-editing-monthly-writers-meetup-tickets-1981513291596?aff=oddtdtcreator).**

Kommt am 2. Montagabend im Monat ins Offene Wohnzimmer zum Open Draw! Raucht Euch auch manchmal der Kopf von zu viel PC-Arbeit? Der Asphalt der Stadt ist heute wieder viel zu grau? Ihr würdet am liebsten mal wieder wild auf einem Blatt Papier rumklecksen oder gedankenverlorene Linien zeichnen? Höchste Zeit zur Tat zu schreiten! Wir wollen in entspannter Atmosphäre die kreativen Zellen auf Volldampf fahren und uns der Inspiration überlassen. Mit Musik im Hintergrund sowie Wein, Tee und Snacks im Repertoire wird dann gekleckst, gemalt, gezeichnet, geklebt, geredet und gelacht. Das Ganze kann sehr ambitioniert stattfinden, aber genauso zum Hirn-abschalten dienen. Austausch, Bilderswapping und gegenseitige Tipps/Kritik sind sehr willkommen. Material stellen wir (Kreide, Bleistift, Wasserfarbe, Acrylfarbe, Pastellstifte, Kohle, Papierbögen, Spiegel, Postkarten, Zeichenbücher, Illustrierte). Sujet kann alles sein: Der/die Tischnächste, der letzte Traum, oder der Feldhase Dürers. Technik auch: Von (Selbst)portrait über Stilleben bis zur Comiczeichnung soll alles abgedeckt werden. Wir bieten jeden 2. Montag im Monat offene Treffen zum kreativen Arbeiten sowie gelegentlich technik- und themenbasierte Workshops an. Wie immer wird um eine Spende für Raummiete/Material von 5-10€ gebeten. Anmeldung: Katharinav.runnen@gmx.de

## Wo & Wann? **JEDEN MONTAG** findet die offene Lesebühne des Autorenforums Berlin statt (außer an Feiertagen) **BEGINN**: 20:00 Uhr **ANMELDUNG zum Lesen: ab 19:30 Uhr** beim Moderator des Abends – siehe [Termine](http://autorenforum-berlin.de/wordpress/termine/); Die Teilnahme an der Veranstaltung ist kostenlos. **SCHWARTZSCHE VILLA** **Großer Salon** Direkt am S/U Rathaus Steglitz Grunewaldstr. 55 Der offene Leseabend stellt das Herzstück des Autorenforums e.V. dar. Er steht nicht nur Mitgliedern, sondern grundsätzlich jedem Autor und jeder Autorin offen, der gerne einen unveröffentlichten Text vor Publikum präsentieren möchte. Auch Kritik kann jedermann üben. Wer lieber zuhören möchte, kann einfach am Montagabend um 20.00 in der Schwartzschen Villa erscheinen. Für Lesewillige gilt die unten stehende ausführliche Information (mündliche Anmeldung ab 19:30 Uhr). *Unfortunately at the moment, it's only possible to present German texts. Unpublished texts that are already translated into German are highly welcome!* ## Was erwartet Sie? Im Großen Salon der Schwartzsche Villa treffen Sie auf einen Kreis von Literaturbegeisterten, die Ihrem Text eine ernsthafte und fundierte Kritik spenden. Das Publikum wechselt. Es ist gemischt, geeint durch das Interesse an Texten. Die Autorinnen und Autoren des Abends lesen aus ihren bislang unveröffentlichten Kurzgeschichten, lyrischen Texten, Erzählungen, Romanen, manchmal auch aus Theaterstücken. Die Autoren stellen nicht sich selbst, sondern ihre Texte der Kritik. Wir verstehen uns als Arbeitsbühne. Deshalb wird bei uns nach den Lesungen nicht geklatscht. Die Texte werden nach der Lesung des Autors auf handwerkliche Stärken und Schwächen „abgeklopft“. Es geht im Forum daher nicht um weltanschauliche Debatten. Im Idealfall hat der Autor/die Autorin nach einer Lesung und der Kritik verstanden, wo die Stärken und Schwächen seines Textes liegen, woran es seinem Text noch fehlt, was er ändern sollte und wo er bei seiner Überarbeitung ansetzen kann. Der Abend endet gegen 22.00. Im Anschluss können Sie mit den Autoren im Café der Schwartzschen Villa noch ins Gespräch kommen und manches aus dem Literaturbetrieb erfahren. Wir sind im Kontakt auch mit namhaften Vertretern desselben. Also – nicht gleich verschwinden! Dranbleiben. Reden Sie mit den Forumianern! ## Sie möchten selbst lesen? Wenn Sie selbst im Autorenforum lesen wollen, gibt es einige Dinge zu beachten. Wir bitten Sie sehr herzlich, sich mindestens einmal vor Ihrer ersten Lesung bei uns mit unseren Gegebenheiten vertraut zu machen. Ihren Lesewunsch können Sie dann ab 19.30 Uhr (Einlass) bei der Moderatorin oder dem Moderator eines Leseabends anmelden. **Wir weisen ausdrücklich daraufhin, dass über die Annahme und Reihenfolge der Lesungen die jeweiligen Moderatoren entscheiden und es NICHT zwingend nach der Reihenfolge der Anmeldungen geht!** In der Regel reicht die Zeit nur für drei Autoren je Abend und die Nachfrage ist oft recht hoch. Falls Sie einen lyrischen Text vortragen möchten, bringen Sie bitte mindestens 10 (zehn) Kopien mit, damit Ihr Publikum mitlesen kann. Die Kopien erhalten Sie selbstverständlich zurück. # Wie üben wir Textkritik? Nach der Idee von Maik Turni ## **Anschleichen** **Wie wirkt der Text auf mich?** (Keine Angst vor Adjektiven! ) **Was habe ich gehört?** (Zusammenfassung (Nacherzählung)) **Was blieb unverstanden** (akustisch oder logisch) ## **Unter der Lupe** **Was ist das für ein Text?** (Prosa: Genre? Lyrik: Welche Art lyrischer Text?) **Thema** (Welches Thema berührt der Text? Hat der Autor sein Thema im Griff? Ist es überzeugend/plausibel/gut recherchiert, vielleicht sogar zu faktenreich?) **Figuren** (Wie wirken die Figuren? Wer ist die Hauptfigur? Welches Problem hat die Hauptfigur?) **Perspektive** (Wie verhält sich die Erzählperspektive zum Thema / zu den Figuren?) **Sprache** (Welche Bilder sind stimmig / welche nicht? Was lässt sich zum Rhythmus sagen? Sind die Sätze syntaktisch und grammatikalisch korrekt?) **Dramaturgie** (Schafft der Text es, Spannung zu erzeugen? In welcher Reihenfolge werden die Dinge erzählt?) **Bedeutung** (Gelingt es dem Autor, die Bedeutung, die er seinem Text geben will, auch im Leser entstehen zu lassen?) ## **Klarspüler** Fragen werden an den Text gestellt, nicht an den Autor! Daher sollte der Text antworten. ## **Weichspüler** Wird bei uns nicht verwendet. Aber es gilt: Nicht der Autor wird kritisiert, sondern der Text! Hart zum Text, sanft zum Autor!

**Hier ist jeder willkommen, der die deutsche Sprache üben möchte (egal, ob Anfänger oder fortgeschritten)! Wir treffen uns jeden Montag in Schöneberg - es gibt Snacks, Getränke, nette Leute und jede Woche ein neues Thema, zu dem wir uns austauschen.** **Everyone is welcome here, who wants to practice the German language (whether a beginner or advanced)! We meet every Monday in Schöneberg - there are snacks, drinks, friendly people, and a new topic every week for us to discuss.** **الجميع مرحب به هنا، من يرغب في ممارسة اللغة الألمانية (سواء كان مبتدئًا أو متقدمًا)! نجتمع كل يوم** **الاثنين** **في شُنَبرغ - هناك وجبات خفيفة، مشروبات، أشخاص لطفاء، وموضوع جديد كل أسبوع لنتبادل النقاش حوله.**

### 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.

**Hi everyone!** We’ll now be meeting twice a week at Denizen House (Köpenicker Str. 40, 10179 Berlin), on **Mondays and Wednesdays**! * **Mondays:** levels A1 to B2 * **Wednesdays:** levels B1 to C1 We work with dedicated materials tailored to each level, so everyone will have a place to practice and improve. **Event schedule** * **18:00 – 18:30** Arrival and registration * **18:30 – 19:50** Sprachcafé * **19:50 – 20:00** End and clean up Please be aware that the moderated event starts at **18:30**. Before this time, we are busy setting up the space. Registrations usually take place around **18:15 / 18:20**. Participants are kindly asked **not to arrive too far in advance** at the house. If someone arrives much earlier, Denizen may ask them to pay either for a drink (consumption) or for a **day pass**, as the space is a co-working environment during the day. **Please remember, our event is only happening from 18:00 to 20:00** **How the Sprachcafé works** We use different materials to help participants gain confidence in German. Together with whiteboards and our volunteers, the Sprachcafé is based on **interactive conversations** in small groups. **Participation fee** The Sprachcafé has a **participation fee of 5 €**, which helps cover organizational costs and **includes one soft drink for free**. Tickets can be purchased directly on the day of the event, card and cash payments are accepted. As the Sprachcafé has become very popular, we now need to **limit the number of participants**. Please understand this measure; it ensures that everyone has a comfortable space to practice. We kindly ask you to be **rücksichtsvoll** and only RSVP “Yes” if you are certain you can attend. If your plans change at the last minute, please update your RSVP so someone on the waiting list can take your spot. Getting your ticket early can help secure your place. **Please note** Our event will begin **promptly** at the scheduled start time. If you arrive late, we cannot guarantee your participation, even if you have a ticket or have RSVP’d. We encourage all guests to arrive on time to ensure a smooth and enjoyable experience for everyone. Thank you for your understanding and cooperation. **About Denizen** Denizen is a new-style co-working space focused on being an integral part of local communities. Located on the ground floor of the historic Eiswerk on Köpenicker Straße in Kreuzberg, Denizen House is a communal place providing work, refreshment, and recreational facilities throughout the day. Think of it as a living room for the neighborhood. If you have any questions, don’t hesitate to let me know. If you’d like to contribute to this night, send me a message! Ich freue mich schon! Grüße, **Nacho**

Dear Community, after so many workshops, and a breathtaking Hamburg Summit, it's time to greet the sunshine and carry on the spirit of our beloved city! We have three amazing talks prepared for you this time! Thanks to our loyal host **Bonial International GmbH** \- we look forward meeting you all on the date\! =================================================== 18:15 - Warming up and networking chat 18:30 - Intro by AWS UG Berlin & Bonial 18:45 - 19:10 - **Alexey Grigorev // Zero-Trust AWS Access for Humans and AI Agents** Alexey will share two real-world stories about managing AWS access securely outside of AWS itself. First, he will show how he organized a hands-on workshop where participants used personal laptops and GitHub Codespaces to provision infrastructure in their AWS account — without ever receiving long-lived AWS credentials. They needed something similar to EC2 instance profiles, but for arbitrary external environments. Then he will talk about AI agents and autonomous tooling. Alexey's agents run on non-AWS servers with intentionally restricted permissions. Sometimes they need temporary access to AWS sandbox environments, but he doesn’t want permanent credentials on those machines. Alexey will show an approach for granting short-lived, revocable AWS access on demand. 19:10 - 19:35 - **Surjeet Singh Sachdeva// A Journey From Five Certification Reschedules to AWS Golden Jacket and AWS Ambassador** In this session, Surjeet will share his journey of working through the AWS certification path, leading to the AWS Golden Jacket, along with the practical steps, discipline, and consistency required to reach it. He will also explain what the Golden Jacket represents in the AWS ecosystem, including the recognition, credibility, and deeper access it brings within the community, and how professionals can approach the certification journey in a structured way. 19:35 - 20:00 - Networking break with food, snacks and drinks 20:00 - 20:30 - **Abdul Wahid // Deep Dive into Bedrock to Implement HITL Architecture** With the help of AWS Bedrock and his personal domain knowledge in the field on banking, Abdul Wahid will demonstrate The Human-in-the-loop (HITL) architecture by adding a layer of foundation model in the process to analyse the fraudulent transaction and return a confidence score. If the confidence score is below the defined threshold, then the system will alert the human to make the decision rather than letting AI to make mistakes. 20:30 - 20:50 - Common Q&A Round for all speakers. =================================================== **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! Bonial will require you to check-in to the event venue and may request to verify your full name and your organization. By attending this event, it is expected that you agree to conditions of Bonial collecting your personal information. ================================== 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)

Together with Capgemini, we’d like to invite you to our talk in June. This time, we’ll be discussing spec-driven development with Simon Martinelli. **Spec-Driven Development in Practice: How AI Simplify Full-Stack Java** AI is transforming how we develop software, but many teams still treat code as the source of truth, leading to outdated documentation and hidden business logic. What if specifications became the single source of truth instead? This session introduces Spec-Driven Development (SDD) and the AI Unified Process (AIUP), a practical approach in which developers write clear, structured requirements, and AI generates everything else: diagrams, code, and tests. When requirements change, the system stays consistent automatically. Based on a real-world Java project built with Spring Boot, jOOQ, and Vaadin, the most productive and secure web framework for Java, you’ll see how SDD keeps business rules, data access, and UI perfectly aligned. Join this session to learn how AIUP helps Java developers deliver applications faster, with less boilerplate and more focus on what really matters: understanding the domain. Most teams still treat code as the source of truth, leading to outdated documentation and hidden business logic. In this session, you’ll learn how Spec-Driven Development (SDD) and the AI Unified Process (AIUP) let you define requirements once and generate consistent Java code, diagrams, and tests automatically. Based on a real project with Spring Boot, jOOQ, and Vaadin, this talk shows how to build faster, safer, and more maintainable full-stack Java applications. **Simon Martinelli** Simon Martinelli is a Java Champion, Vaadin Champion, and Oracle ACE Pro with over three decades of experience as a software architect, developer, consultant, and trainer. He is the creator of the AI Unified Process (AIUP) and a strong advocate of Spec-Driven Development. As the owner of Martinelli LLC, he coaches teams to get up to speed with AI-driven development. He regularly shares his insights through international conferences, articles, and his blog, Keep IT Simple (https://martinelli.ch), where he writes about AI, architecture, and modern Java development. He is also a lecturer at two universities in Switzerland, where he teaches software architecture, persistence, DevOps, and cloud-native development.

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.

**Flutter Berlin Meetup — we're back! 🎉** We're back with a new meetup, and this time **Here Technologies** is hosting us — huge thanks for the venue! Two talks on the lineup, covering two very different but equally hot corners of Flutter: automotive navigation and on-device AI. 🕕 **Starts at 6:00 PM** 📍 **Here Technologies office, Berlin** *** **🚗 Talk 1 — Itai Shalom** *Lead Software Engineer @ Here Technologies* **Building a Navigation App in Flutter: Map Rendering on Android & Android Auto** How do you build a full navigation app in Flutter — with the map rendered on Android and running on Android Auto? Itai dives into how the Here team leverages Flutter for this and what makes their app unique. *** **🤖 Talk 2 — Ioannis Gerardis** *Software Engineer · Flutter Dev · AI Dev* **A Flutter App Powered by Local AI: From Synthetic Data (n8n) to Apple Silicon Fine-Tuning (MLX, Gemma)** On-device AI for emergencies. The full journey — from generating synthetic data with n8n to LoRA fine-tuning on Apple Silicon. Stack: **Gemma 4 E2B · MLX · n8n Synthetic Data · LoRA Adapters**. If you're curious about running and fine-tuning models right on the device, this one's for you. *** Expect plenty of technical depth, good conversation, and of course some networking. Come hang out! 🍕 See you there, *Flutter Berlin Community*

Drunk driving is not cool, but drunk writing is! This is a community event for writers, with drinks! Work on your own projects or use the creative writing prompts provided. Join us at Das Gift, where we will have focused 20 minute writing sprints, with breaks in between. Das Gift is at Donaustraße 119, 12043, Berlin.

What happens when PMs stop watching engineers code — and start shipping themselves? You’ve probably heard the stories. Maybe you’ve already tried it in your own company. AI is changing how product teams build, collaborate, and ship — fast. Join us for an evening with product leaders sharing real-world experience building and shipping customer-facing features with AI, not just internal demos and experiments. We’ll talk about PMs opening PRs, non-devs contributing directly to production, and what actually changes when the whole team gets closer to the codebase. This event is designed for Product Managers and Product Leaders who want to understand how product roles, collaboration, and development processes are evolving in the AI era. **Agenda** 18:15 – Doors open for snacks, drinks, and networking 19:00 – Welcome from ProductTank Berlin 19:10 – Opening the PR is just the beginning, Dmitry Gorshkov 19:40 – What happened when we let non-devs into the codebase, Elena Berendeeva 20:10 – Networking 21:30 – Event ends Please note: - Please bring your IDs as you’ll need it when entering the venue. - The event is RSVP only: to enter, you must RSVP here on Meetup. - We'd like to capture the event with photographs for promotional purposes, such as sharing on LinkedIn after the event. If you have any concerns or preferences regarding this, please feel free to let us know beforehand. **Opening the PR is just the beginning** Dmitry will show how to go deep into the codebase as a PM and make it worth the effort. Crafting code is time consuming, so should PMs code instead of doing PM work? Absolutely. But you must come prepared. About the speaker [Dmitry Gorshkov](https://www.linkedin.com/in/dmitrygorshkov?utm_source=share_via&utm_content=profile&utm_medium=member_android) is a lead product manager at Finom, a Dutch fintech superapp for small businesses. Dmitry has shipped successful products at N26, Taxfix and Cut the Rope, among others - and has more than a decade of product management experience. **What happened when we let non-devs into the codebase** A year ago, we let PMs, designers, and QA contribute directly to our existing codebase using AI. What followed wasn’t just faster shipping – it was a quiet shift in how our team made decisions, handled ownership, and thought about their roles. This is that story. About the speaker [Elena Berendeeva](https://www.linkedin.com/in/berendeeva-elena?utm_source=share_via&utm_content=profile&utm_medium=member_android) is a PM at JetBrains who spent the last few years building 0-to-1 products – through pivots, sunsets, and a lot of uncertainty. Her most recent product is Matter, an AI prototyping tool that her team – designers, QA, and engineers – used to ship directly to production. She explores AI-native workflows and the evolving role of PMs in agentic product development.

This event will feature a recap of the [GrafanaCON](https://grafana.com/events/grafanacon/) keynote, combined with fresh voices from your own community. Grafana team members walk through Grafana 13 and the most impactful improvements across the platform. Learn about how Grafana is becoming easier and safer to operate as production infrastructure, with updates that improve configuration management, recovery, and long-term maintainability. The session showcases significant advances in core user workflows, including more flexible and powerful dashboards, with improved performance. Whether you’re building dashboards, scaling Kubernetes, contributing to open source, or just getting started - this meetup is for you! **🎟 Free to attend** 🍕 Pizza + soft drinks provided 🤝 Built for connection 💡 Real talks from real practitioners **6:30 - 6:45:** Arrivals and pizza 🍕 **6:45 - 7:30:** GrafanaCON recap presentation – David Kaltschmidt **7:30 - 7:45:** Q & A **7:45 - 8:00:** Break ☕ **8:00 - 8:30:** **Understanding the Grafana Eco-System and Community Contributions** Usman will talk about the Grafana ecosystem, covering the LGTM stack, other tooling, and the plugin catalog, and shine light on the various ways the community can get involved, whether that's through code contributions, improving documentation, or reporting bugs. **8:30 - 9:00:** Discussion and more pizza 🍕 Note that by registering for this event you consent to related event & product communications from Grafana Labs and agree to our [code of conduct](https://grafana.com/events/events-code-of-conduct/).

**The Behavior Gap: Where Products Win or Lose** Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap. Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn: * Why understanding customer behavior is a quant and qual challenge * How to spot the signals that actually predict behavior change * Where AI accelerates insight, and where it creates distraction * How to get meaningfully closer to customers, without adding more tools This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work. **About Our Speaker** [Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use. 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)

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!

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)

Topic to be announced. **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

We are bringing Microsoft Build sessions to Columbus Ohio! The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us! And yes, there will be free food. So please RSVP for a head count!

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