Information Architecture

AI is changing the way we build software. Agentic Software Engineering takes this a step further. Rather than using AI only for isolated tasks, teams work with specialized AI agents that take on concrete responsibilities across the software lifecycle, from planning and coding to testing and documentation. These agents operate in clearly defined roles and are coordinated through structured workflows. Developers set the goals and guardrails, guide how the agents are used, and review the outcomes. The result is a new kind of collaboration between humans and machines, with a stronger focus on quality, speed, and scalability. The first Agentic Software Engineering Night Berlin will take place on **April 14, 2026**. Join us for two talks by **Torben Keller** and **Johannes Rave**, plus plenty of time for discussion and networking. **Agenda:** 18:30 Open Doors 19:00 **From Vibe Coder to Code Owner** – Torben Keller An AI agent can generate thousands of lines of code in a few minutes. That's powerful – and overwhelming. You can't read and fully understand every line anymore when you want to take advantage of agents. But if you're shipping to production, you own that code. So, how do you take responsibility for something you didn't write and can't fully review? This isn't a new problem. Developers working on brownfield projects face it every day. You join a team and inherit a codebase with hundreds of thousands of lines written by people who left years ago. You don't know every line – yet you ship features, fix bugs, and take ownership. But how? The same principles apply to AI-generated code. What we've learned from decades of working with legacy systems and inherited codebases translates directly to the age of vibe coding. In this talk, you'll learn: * What brownfield development teaches us about owning code we didn't write * How to build an "Agent Harness" that integrates these practices into your AI workflow, ensuring agents follow your rules and standards **About Torben:** *Torben is a consultant at INNOQ, where he focuses on how software teams can work effectively with AI agents. His main area of expertise is the shift from traditional coding to Agentic Software Engineering, in which developers orchestrate multiple AI agents to carry out autonomous tasks across the development process. He also teaches INNOQ’s three-day [Agentic Software Engineering training](https://www.innoq.com/en/topics/agentic-software-engineering-training/) and regularly speaks at conferences and meetups, where he shares practical insights and proven strategies for introducing agentic development approaches.* 19:45 Break 20:00 – **No Constrain, No Gain: Structure for the Agent, Clarity for the Human, Flexibility for the Business** – Johannes Rave AI coding agents are remarkably good at producing code. Whether that code reflects what the business actually needs — and whether it still makes sense to work with six months later — is a rather different question. The temptation is to treat this as a prompting problem — give the agent more context, better instructions, clearer goals. An overlooked lever is paying attention to architecture. When domain logic has its own clearly bounded home, separated from the technical plumbing around it, something interesting happens: the agent stays focused, the human can actually review what matters, and the whole thing remains open to change without requiring a rewrite. This talk shares one approach to getting there — and how some well-placed constraints might set you free. **About Johannes:** *Johannes Rave is a Senior Consultant at INNOQ. He develops LLM-first applications and high-performance web services. He connects design and usability with scalable architecture and operations. Before tech: industrial design, automotive modeling, and running a nightclub.* 20:45 Open End

Dear Community, Another month with two great talks in the agenda. This time we are meeting at our home **NLND Berlin**, with one talk covering AWS AgentCore while the second one about Redshift Data sharing. =================================================== 18:30 - Warming up and networking chat 18:45 - Intro by AWS UG Berlin & NLND 19:00 - 19:40 - **Gamei Chin & Milad Rezaeighale // The Diabetes Sweet Spot: Using AWS AgentCore to Empower Data-driven Lifestyle Decisions** This session is about building production-ready agentic workflows with Amazon Bedrock AgentCore—from running agents securely at scale on a managed Runtime, to exposing and orchestrating tools via AgentCore Gateway (including MCP-based tooling), adding different types of memory for context and personalization, and enforcing security and governance with Identity and Policy for controlled tool access. It ends with a live demo of a practical use case: an agentic app for glucose monitoring, showing the end-to-end workflow and monitoring in action. 19:40 - 20:00 - Networking break with food, snacks and drinks 20:00 - 20:40 - **Jirka Hubacek // Breaking Down Monolithic Redshift Using Data Shares** As data platforms scale, managing competing workloads in Amazon Redshift becomes increasingly challenging. Traditional WLM (Workload Management) often isn’t enough to effectively prioritize traffic — you end up facing a classic “chicken and egg” problem: should ETL pipelines or client-facing queries get priority? With the introduction of Redshift Data Sharing, there’s now a more flexible approach — you can create multiple Redshift instances that consume data from a shared source, isolating workloads without duplicating storage. 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)

**We switched away from Meetup to Luma for organizing this event!** Please go to [lu.ma/vuejs_berlin](https://lu.ma/vuejs_berlin) to find the actual event description.

**KI x Nachhaltigkeit: Wer baut mit?** **Arbeitstreffen in Berlin** Ich organisiere ein kleines, fokussiertes Treffen für Menschen, die sich bereits intensiver mit KI im Nachhaltigkeitsmanagement in Unternehmen beschäftigen und Interesse haben, daraus konkrete Anwendungen gemeinsam weiterzuentwickeln. Nach einem kurzen Kennenlernen schauen wir auf konkrete Anwendungsfälle aus der Praxis und diskutieren, ob und in welcher Form Zusammenarbeit sinnvoll sein kann. Eine Moderatorin begleitet den Austausch. **Für wen?** Für Menschen mit praktischer Erfahrung an der Schnittstelle von KI und Nachhaltigkeitsmanagement in Unternehmen — zum Beispiel in Nachhaltigkeitsmanagement, Beratung, Datenarbeit, Automatisierung oder Tool- bzw. Produktentwicklung — und mit Interesse daran, Dinge gemeinsam umzusetzen. Bringt gern einen konkreten Use Case, eine Fragestellung oder eine Idee aus eurer Praxis mit. *** **English** **AI x Sustainability: Who Wants to Build Together?** **Working Session in Berlin** I’m organizing a small, focused gathering for people who are already working more deeply at the intersection of AI and corporate sustainability management and are interested in developing concrete applications together. After a short introduction, we’ll look at practical use cases and discuss whether, and in what form, collaboration could make sense. The session will be supported by a moderator. **Who is this for?** For people with practical experience at the intersection of AI and corporate sustainability management — for example in sustainability management, consulting, data work, automation, or tool or product development — and an interest in building things together. Feel free to bring a concrete use case, question, or idea from your own practice.

​**🗓️ About the Event:** Our monthly meetup is coming up this Tuesday at c-base and another Knowledge Sharing event 👨‍💻 Have you learned something new? did you spent time experimenting with new tools and technologies? Would you like to share your learnings, get feedback and gather new ideas? Connect with other interested tech migrants to work together? Come then and join us in a friendly and non-corporate setting to share and learn from each other and build your community 🙌 and you will have \~15min to showcase. Event is on Tuesday, 14th of April. Doors open at 19:00 at c-base. ​ **🧑‍💻 About MigraTech** ​Are you new to Berlin or looking to expand your network as a migrant working in Tech? Are you interested in finding a community of tech migrants professionals living & working in Berlin and share similar struggles? ​Join us for a relaxed and friendly meetups including socializing, cultural exchange, and community building! Whether you’re here for work, study, or a fresh start, this is the perfect chance to: ​ ✅ Join a like minded community sharing same struggles ✅ Non-Corporate and a friendly environment ✅ Meet fellow migrants from diverse backgrounds ✅ Share experiences, tips, and stories about life in Berlin ✅ Discover resources and advice for settling in the city ​ **🍻 What to Expect:** * ​Casual mingling over drinks/snacks * ​A safe, inclusive space where everyone belongs * ​Discover MigraTech community ​ **🌍 Who’s Welcome?** This event is open to *all* tech migrants and internationals in Berlin, no matter how long you’ve been here or where you’re from. Bring your stories, questions, and positive vibes! ​ **💬 RSVP:** No registration is required. Invite all your tech migrant friends and colleagues. ​🔔 Check our Telegram for any changes: [https://t.me/migratechorg](https://t.me/migratechorg) ​ **📍 Exact Location:** Google Maps: [https://maps.app.goo.gl/ctg3Dz1wgbzdRsi68](https://maps.app.goo.gl/ctg3Dz1wgbzdRsi68) How to reach the space: [https://ibb.co/Ld3R89t5](https://ibb.co/Ld3R89t5)

Hi PyLadies Berlin! As part of our caring planned activities during PyConDE PyData in Darmstadt this year we will host a **walking guided tour,** inviting participants to step outside the building. Walking together shifts conversation. It slows thought, softens hierarchy, and makes room for informal connection. The city becomes part of the experience, reminding us that community extends beyond stages and screens. 📅 *April 14, 19:00 (after the last conference activity)* ⚠️ *Limited to 20 participants* 📩 *Registration: via MeetUp, via email [berlin@pyladies.com](mailto:berlin@pyladies.com) or at our space booth* Check all of our planned with care activities this year at [https://2026.pycon.de/blog/pyladies/](https://2026.pycon.de/blog/pyladies/) *** ❓ Can men attend ❓ Everyone is welcome. :) If you identify as someone well-represented in open source and in tech, please be mindful of the space and privileges you have, and use it to support others. 🤝 By attending our event, you agree to the PyLadies Code of Conduct: https://www.pyladies.com/CodeOfConduct/ 📧 Contact Interested in speaking at one of our events? Have a good idea for a Meetup? Get in touch with us at berlin@pyladies.com 💬 Find us on the PyLadies Global workspace: 1. https://slackin.pyladies.com enter your email address. Accept the email invitation 2. Go to workspace https://pyladies.slack.com 3. Join channel #city-berlin, #germany, #jobs-europe

**Chat & Updates:** Telegram: [https://t.me/+VfHrJXPGVWLflGhz](https://t.me/+VfHrJXPGVWLflGhz) Discord: [https://discord.gg/SVb44D9](https://discord.gg/SVb44D9) **\*Deutscher Text unten\*** **Come & go as it fits your schedule** We are meeting in-person and online every week. We offer an office environment for self-study, work and presentation/discussion (lightning talks). **Schedule:** * 10am open doors * 10am online video conference open [https://meet.in-berlin.de/fcc](https://meet.in-berlin.de/fcc) * optional, afternoon, around 1pm: 1h presentation session (if requested / offered) * 6pm or extended open-end **Open co-working / co-learning** work on the FreeCodeCamp curriculum or your own project. Vibe inside but vape outside. **Mutual exchange** and support is welcome. English and German, as needed. We have fast internet, chocolate bars, drinks and a nice atmosphere. :-) **Personal Consultation / Career advice** Bodo runs this meetup for many years. As a Senior Dev/DevOp he is open to giving guidance for your questions about career development. Book a free appointment (up to 60min) with him here: [https://calendar.app.google/yoZfVZR4D9zwt5in7](https://calendar.app.google/yoZfVZR4D9zwt5in7) **Code presentations on the projector** Everybody can participate. Show your code and present your project/problem. Get feedback or help and let others learn from you! You don't have to prepare a fancy presentation, show us what you're working on. Also in English or German, as you feel more comfortable. **Komm und gehe jederzeit. Zeitplan:** * 10:00 Uhr Öffnung vor Ort * 10:00 Uhr online room [https://meet.in-berlin.de/fcc](https://meet.in-berlin.de/fcc) * Nachmittag, ca 13 Uhr: optional 1 Std. Präsentation / Gruppen-Diskussion (nach Angebot/Bedarf) * 18:00 bzw. länger, open-end **Präsentationsrunde** nach Bedarf und Angebot am Nachmittag. Dort man kurz zeigen, woran man gerade arbeitet, eventuell Hilfe bekommen oder interessante Tool vorstellen. Du musst keine große Präsentation vorbereiten. Ebenfalls auf Englisch oder Deutsch, wie Du Dich wohl fühlst. **Gegenseitiger Austausch** und Unterstützung sind willkommen. Es wird Englisch und Deutsch gesprochen. **Persönliche Beratung / Karriereempfehlung** Bodo veranstaltet dieses Meetup seit vielen Jahren. Als Senior Dev/DevOp gibt er Dir auch persönliche Ratschläge für Karriere im 1:1 Gespräch. Reserviere Deinen kostenfreien Online-Videocall (bis zu 60min) hier: [https://calendar.app.google/yoZfVZR4D9zwt5in7](https://calendar.app.google/yoZfVZR4D9zwt5in7) **Tech & Buzz:** Claude Code, nodeJS, npm, nvm, TypeScript, JavaScript, Bootstrap, Tailwind, Bulma, React, Angular, NextJS, Vue, Nuxt, Docker, Container, Virtualization, Django, Codex, LLM, vibe coding, static site generation, OAuth2, Simple SAML, UX, UI, CMS, markdown, Hugo, Netlify, freeCodeCamp, Udemy, Community, Frontend Masters, Backend, SQL, noSQL, MySQL, Python, Linux, Development, git, Version Control, HTML, CSS, Open Source, Responsive Web design, Relational Database, API, Data Science, Machine Learning, Infosec, Cybersecurity, Big Data, AI, Artificial Intelligence, ChatGPT, Stable Diffusion, Data Structures, Data Mining, Ethical Hacking, OSI, Network Security, Julia, Deno, Test driven development, CI, continuous delivery, Deployment Pipe, Bash, devOps, Gitlab, GitHub, Jira, Cloud Computing, Azure, AWS, Apache Server, SSH, Algorithm optimization, SEO, C/C++, Mobile Apps, Apple iPhone, mac OS, Firefox, Chrome, Android, Programming Languages, Cryptography, Patching, Blockchain, DApp, Solidity, Analytics, geek, nerd, Neural Network, MongoDB, ExpressJS, Flutter, Go Lang, AJAX, OOP, UML Diagram, Computer Science, Engineering, Modell, View, Controller, Requirements, risks analysis, PKI, SSL, PGP Certs

Almanya’da iş arama sürecinde olan ya da bu sürece hazırlanan Türk mimar ve mühendislerin aklında benzer sorular var: 📌 Almanya’da iş aramaya nereden başlamalıyım? 📌 CV’mi nasıl hazırlamalıyım? 📌 Portfolyom nasıl daha etkili olur? 📌 İşverenler gerçekten neye dikkat ediyor? Bu sorulara birlikte yanıt bulmak ve deneyimlerimizi paylaşmak için düzenlediğimiz mimar ve mühendis buluşmalarının üçüncüsünde bu kez yüz yüze bir araya geliyoruz. Bu buluşmada hedefimiz, iş başvuru sürecinin daha hızlı ve başarılı ilerlemesini desteklemek. 📍 Buluşma: Türkiye Cumhuriyeti Berlin Başkonsolosluğu / Heerstraße 21, 14052 Berlin 🗓️ Format: Yüz yüze & interaktif paylaşım 🗣️ Konuşmacılar: Mimar Meltem Bayram, Mimar Haluk Kabil Bu buluşmada özellikle: 📌 Almanya’da iş arama stratejileri 📌 Etkili CV hazırlama yöntemleri 📌 Güçlü bir portfolyo oluşturmanın püf noktaları üzerine konuşacağız. Hem birbirimizin deneyimlerinden öğrenmek hem de iş başvuru sürecini daha bilinçli ve özgüvenli yönetebilmek için bir araya geliyoruz. İster yeni mezun olmuş ol, ister aktif olarak iş arıyor ol, bu buluşma senin için. Gel, sorularını sor, tecrübelerini paylaş ve birlikte çözümler üretelim!

​Join us for a **hands-on introduction to Generative AI with Neo4j** with CODE University. ​In this **instructor-led workshop**, participants will explore how graph databases can improve GenAI applications and reduce common challenges such as hallucinations. You’ll learn key concepts including **Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), GraphRAG, vector search, knowledge graphs, and AI agents**. ​The workshop follows a **mixed format** with theoretical lessons combined with practical exercises while instructors are available to support and answer questions. ​During the session, you will learn how to: * ​Use **Neo4j to enhance GenAI applications** * ​Build **knowledge graphs from unstructured data** * ​Use **vector embeddings for similarity search** * ​Create **GraphRAG retrievers using Python** * ​Build a **conversational AI agent using Neo4j and LangChain** ​**Prerequisites:** Basic knowledge of **Neo4j, Cypher, and Python + your Laptop** * ​**You can already explore: *[https://graphacademy.neo4j.com/courses/neo4j-fundamentals/?category=beginners](https://graphacademy.neo4j.com/courses/neo4j-fundamentals/?category=beginners)*** ​**Accounts needed:** Graph Academy and GitHub (for CodeSpaces) * ​Sign up on Graph Academy: [https://graphacademy.neo4j.com/](https://graphacademy.neo4j.com/) ​**Free drinks and swag included** *** ## ​**Agenda** ​**16:00** – Registration & Networking **16:30** – Welcome & Kickoff: CODE University & Neo4j **16:45** – Workshop Part I **18:30** – Break **18:45** – Workshop Part II **19:30** – Networking

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.

Join this **Interview Simulation** session — to sharpen the skills for both interviews **and** architectural pitches. This time we meet in the Monbijou park. 💡 How it works The event is split into three parts: 1. **Answers for common behavioral questions** \- at the beginning\, I will read some common interview questions\, explain what they mean\, and give the correct answers\. 2. **Interview Simulation (10 minute rounds)** – One participant acts as the interviewee and answers a round of behavioral and design-focused questions. Each other participant gets to ask him one interview question. 3. **Feedback Round** – The group provides feedback on communication, structure, and clarity. Constructive criticism is encouraged. 💡You will be asked: * **Behavioral questions** (“Tell me about yourself”, “Describe a challenge you faced...”) * **Technical questions** (based on your tech stack) * **Light design problems** (high-level reasoning, not code) No need to prepare anything in advance — just bring curiosity and an open mind. Feel free to bring your CV if you’d like feedback from others, or share a few words if you’re currently job hunting. If so, we will also brainstorm answers to more common questions that you were asked. Whether you’re preparing for an interview or simply want to grow as a software designer or architect, this session is for you. Note: location is the entrance to Monbijou park 💡Resources: * IT portfolio ideas: ideabrowser.com , reddit.com/r/SideProject * mock interview platforms: pramp.com , interviewbit.com , finalroundai.com * online coding platforms: leetcode.com, hackerrank.com, codewars.com , codingame.com , projecteuler.net ,techiedelight.com , exercism.org * confidence building exercises: [Confidence exercises ](https://limewire.com/d/o4tZw#RLA03qdOxU) , [reddit discussion](https://www.reddit.com/r/jobs/comments/1cjlblp/how_in_the_world_do_you_keep_your_selfesteem_up/) , [another discussion](https://www.quora.com/How-do-I-keep-my-self-esteem-from-being-destroyed-while-job-hunting) , [quora discussion](https://www.quora.com/In-my-late-50s-I-find-myself-out-of-work-for-the-first-time-in-30-years-How-do-I-replace-apprehension-and-anxiety-with-confidence-to-job-hunt) * success stories: [story 1](https://www.reddit.com/r/RemoteJobseekers/comments/1p8faip/i_finally_landed_a_remote_job_after_10_months_of/), [story 2](https://www.reddit.com/r/RemoteJobseekers/comments/1fdpeg2/how_i_landed_multiple_remote_job_offers_my_remote/)

**dbt Essentials for Analytics Engineers – From First Models to Clean Deployment** **Duration:** 6\.5 h \| **Free** \| **Format:** In\-Person \| **English** \| **Location:** Berlin Bring software engineering principles to your analytics workflow: versioned models, reproducible pipelines, and verified data quality. In this hands-on training, you will learn how to build resilient transformations using dbt Cloud. **Tickets: [Eventbrite](https://www.eventbrite.com/e/dbt-essentials-for-analytics-engineers-in-berlin-tickets-1985793014362?aff=oddtdtcreator)** **Elevate Your Data Transformation Workflow** dbt Cloud is the industry standard for modern data engineering. It enables teams to work like software developers using version control, modularity, and automated testing to ensure a „single source of truth.“ We will guide you through the entire lifecycle of a dbt project, from initial setup to production-ready deployment. **What to expect in this training:** **• Live & hands-on:** You will work directly within dbt Cloud, combining short expert insights with guided exercises and live Q&A. **• Quality & Maintainability:** Learn how to create, run, and debug tests, generate automated documentation, and organize Your models for scale. **• Workflow Efficiency:** Master incremental models, packages, and macros to build high-performance, repeatable workflows. **• Production Deployment:** Understand the essentials of Version Control (Git), Continuous Integration (CI), job scheduling, and downstream BI integrations (e.g., Tableau). **Target Audience** This training is designed for **Analytics Engineers, Data Engineers, and Data Analysts** who want to set up and operate professional data transformations using dbt Cloud. **Agenda** **1\. 09:00–09:30** **Welcome & Official Start** **2\. 09:30–11:30** **Introduction to dbt Cloud:** Interface, Data Sources, Running Models, and Documentation **3\. 11:30–12:30** **Testing & Debugging:** Ensuring Data Quality and Error Handling **4\. 12:30–13:15** **Lunch Break** (Free Lunch & Networking) **5\. 13:15–14:30** **Advanced Patterns:** Incremental Models, Packages & Macros **6\. 14:30–15:30** **Deployment, Scheduling & BI Integration** **7\. 15:30\-16:30 Exchange\, Networking and Knowledge sharing** **Requirements** **• Your own laptop** is required for the exercises. **• SQL Basics:** While participation is possible without them, SQL knowledge is required for active work within dbt. **Tickets: [Eventbrite](https://www.eventbrite.com/e/dbt-essentials-for-analytics-engineers-in-berlin-tickets-1985793014362?aff=oddtdtcreator)** **Zustimmung zur Datenverarbeitung** Mit der Anmeldung stimmst Du unseren Datenschutzbestimmungen zu. Diese beinhalten den Versand von Zugangsdaten, Unterlagen und Updates zu Deinem gewählten Termin. Details zur Verarbeitung Deiner Daten für dieses Webinar oder Training findest Du in unserer Datenschutzerklärung unter dem folgenden Link: [Datenschutzerklärung der The Information Lab Deutschland GmbH](https://www.theinformationlab.de/datenschutz/)

Estuarine Mapping ist ein mächtiges Werkzeug aus dem Cynefin-Ökosystem, um strategische Entscheidungen in komplexen Umfeldern zu navigieren – aber wie sieht das konkret aus, wenn man es zum ersten Mal in einer Organisation einsetzt? Wir haben Estuarine Mapping selbst durchgeführt und dabei wertvolle Einblicke gewonnen: Was hat gut funktioniert? Wo sind wir an unsere Grenzen gestoßen? Und welche Fragen haben sich erst im Prozess aufgetan? Beim diesem Meetup teilen wir unsere Erfahrungen aus der Praxis – ungeschönt und ehrlich. Kein perfekter Case Study, sondern ein offener ACHTUNG: Anmeldung über das [Meetup der CyCoBe](https://www.meetup.com/cynefin-community-berlin/events/313817652/?utm_medium=referral&utm_campaign=share-btn_savedevents_share_modal&utm_source=link&utm_version=v2&member_id=206720451) Austausch über das, was wir gelernt haben und was uns noch beschäftigt. Was dich erwartet: * Ein kurzer Einblick in unsere Estuarine-Mapping-Session und den Kontext * Konkrete Learnings und Herausforderungen, die wir mitgenommen haben * Offene Diskussion: Wie geht ihr mit ähnlichen Situationen um? * Raum für Fragen, Ideen und gemeinsames Weiterdenken Ob du Estuarine Mapping bereits kennst oder erst neugierig geworden bist – komm vorbei. Wir freuen uns auf den Austausch mit Menschen, die sich für Complexity Thinking, Cynefin und strategisches Navigieren in unklaren Situationen interessieren.

Estuarine Mapping ist ein mächtiges Werkzeug aus dem Cynefin-Ökosystem, um strategische Entscheidungen in komplexen Umfeldern zu navigieren – aber wie sieht das konkret aus, wenn man es zum ersten Mal in einer Organisation einsetzt? Wir haben Estuarine Mapping selbst durchgeführt und dabei wertvolle Einblicke gewonnen: Was hat gut funktioniert? Wo sind wir an unsere Grenzen gestoßen? Und welche Fragen haben sich erst im Prozess aufgetan? Beim diesem Meetup teilen wir unsere Erfahrungen aus der Praxis – ungeschönt und ehrlich. Kein perfekter Case Study, sondern ein offener Austausch über das, was wir gelernt haben und was uns noch beschäftigt. Was dich erwartet: * Ein kurzer Einblick in unsere Estuarine-Mapping-Session und den Kontext * Konkrete Learnings und Herausforderungen, die wir mitgenommen haben * Offene Diskussion: Wie geht ihr mit ähnlichen Situationen um? * Raum für Fragen, Ideen und gemeinsames Weiterdenken Ob du Estuarine Mapping bereits kennst oder erst neugierig geworden bist – komm vorbei. Wir freuen uns auf den Austausch mit Menschen, die sich für Complexity Thinking, Cynefin und strategisches Navigieren in unklaren Situationen interessieren.

Join us for an engaging panel discussion on **AI Agentic Coding** and how autonomous AI systems are transforming the way software is built. Experts in AI, software engineering, and developer tools will share insights on how agentic AI—systems that can plan, reason, and execute coding tasks—is reshaping modern development workflows. The discussion will cover topics such as AI-assisted development, productivity gains, challenges around reliability and governance, and what the future of software engineering may look like with AI agents as collaborators. Whether you’re a developer, tech leader, or AI enthusiast, this session is a great opportunity to learn, ask questions, and explore how agentic AI is redefining coding

We will cover metadata-driven approach to building and operating data pipelines at scale on AWS. Discuss architecture, design trade-offs, and lessons learned from running a unified pipeline across multiple customers using configuration-driven workflows. **Presenter: Dilshad Nasirov** Seasoned Software Architect and cloud practitioner with 20+ years of experience building scalable systems and data platforms. Specializes in AWS, with deep expertise in data lakes, serverless architectures, and real-time data processing. Has led the design and delivery of enterprise-grade solutions across industries, helping organizations improve performance, reduce costs, and unlock data-driven insights. https://www.linkedin.com/in/dilshad-nasirov-4538431/ **CALL FOR SPEAKERS** Learn more: https://www.awscolumbus.com/get-involved/ **THANK YOU** *Leading EDJE* for hosting our meetup! Leading EDJE specializes in helping organizations innovate and solve complex problems. EDJE does this with their "A" player team of professionals using agile methodologies and SCRUM management techniques to give organizations a competitive advantage that sets them apart. Learn more at https://www.leadingedje.com/ **THANK YOU** *Amazon Web Services* for sponsoring pizza! Learn more at https://aws.amazon.com/. **DIRECTIONS** 6515 Longshore Loop, Suite 300 Dublin, OH 43017 (3rd floor) **FREE PARKING** at the Endres Garage across the street, 6540 Riverside Dr, Dublin, OH **Want to sponsor the pizza and/or bar tab for a future meetup?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

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)

AI is changing how art is made. But when does it stop being your work and start being the machine’s? This month we're going to be doing a panel with with digital image, music, and written word artists, talking about at what point, while using AI in the creation process, does the work become not the artist creation? We encourage audience participation during this event that will be moderated by Chris Slee. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services) Sign up also accessible via [Transform Labs Luma](https://luma.com/55umjqta)

The global Azure community is coming together again, and Columbus is officially on the map. View the session lineup and speakers at [Global Azure Columbus 2026](https://coazure.github.io/cbus-global-azure-2026/) On **Saturday, April 18, 2026**, the Azure Columbus Meetup, DevOps Meetup, and Code and Coffee Meetup are hosting our local edition of Global Azure 2026. This is a free, community-driven event packed with learning, networking, and all things Microsoft Azure. Whether you’re building modern cloud-native apps, experimenting with AI agents, deploying containers, automating infrastructure, or just beginning your Azure journey, this event is for you! **What to Expect** * Engaging technical sessions * Real-world Azure architecture & cloud-native patterns * AI, agents, automation, and modern DevOps * Food and drinks (because learning burns calories) * Time to connect with fellow engineers, architects, and cloud enthusiasts **Who Should Attend?** * Software engineers (any language, any stack) * Cloud architects * DevOps engineers * Data professionals * AI explorers * Platform builders * Anyone who loves solving hard problems with great tools If you build, deploy, automate, scale, monitor, or optimize in Azure, you’ll feel right at home. **Why Global Azure?** Global Azure is a worldwide community event where Azure user groups host learning sessions on the same day across the globe. It’s grassroots. It’s technical. It’s practical. And it’s powered by people who genuinely love sharing what they’ve learned. And yes, it’s free to attend!

The global Azure community is coming together again, and Columbus is officially on the map. View the session lineup and speakers at [Global Azure Columbus 2026](https://coazure.github.io/cbus-global-azure-2026/) On **Saturday, April 18, 2026**, the Azure Columbus Meetup, DevOps Meetup, and Code and Coffee Meetup are hosting our local edition of Global Azure 2026. This is a free, community-driven event packed with learning, networking, and all things Microsoft Azure. Whether you’re building modern cloud-native apps, experimenting with AI agents, deploying containers, automating infrastructure, or just beginning your Azure journey, this event is for you! **What to Expect** * Engaging technical sessions * Real-world Azure architecture & cloud-native patterns * AI, agents, automation, and modern DevOps * Food and drinks (because learning burns calories) * Time to connect with fellow engineers, architects, and cloud enthusiasts **Who Should Attend?** * Software engineers (any language, any stack) * Cloud architects * DevOps engineers * Data professionals * AI explorers * Platform builders * Anyone who loves solving hard problems with great tools If you build, deploy, automate, scale, monitor, or optimize in Azure, you’ll feel right at home. **Why Global Azure?** Global Azure is a worldwide community event where Azure user groups host learning sessions on the same day across the globe. It’s grassroots. It’s technical. It’s practical. And it’s powered by people who genuinely love sharing what they’ve learned. And yes, it’s free to attend!

A WiA Collective Wisdom Exchange At the start of this year, we gathered to look back, set intentions, and imagine the next chapter. This is the follow-up. Not a check-in. Not a progress report. A small, facilitated circle to reconnect with what you said mattered — and honestly explore what’s actually happening now. Together, we’ll explore: • What you intended at the start of this year - and what that looks like three months in • What’s surprised you, supported you, or shifted • What the next chapter needs now that you know what you know If you were at our January gathering, bring whatever you made or wrote — your word, your artifact, your intention. We’ll look at it with fresh eyes. If this is your first time, you belong here too. You’ll start where we all started: with what’s true right now. Optional art materials will be available for anyone who wants to reflect creatively alongside conversation. If you brought something home from January, you’re warmly invited to bring it back. The intention is the same as always: everyone leaves feeling more clear, more connected, and a little lighter. Space is intentionally limited to keep the experience intimate. What to Expect • A small, welcoming circle (not a large meetup) • Structured conversation so everyone has space to speak • Reflection, listening, and lived experience — not advice-giving • Optional creative reflection alongside conversation • A calm, supportive environment Who This Is For Women and underrepresented folks working in or around agile, product, technology, leadership, or organizational change — especially those looking for honest conversation and community beyond frameworks and buzzwords. Good to Know • No preparation required • If you attended in January, we invite you to bring anything you created or wrote (or something that represents your intention at the start of the year) - it’s optional but invited • Participation is invitational; listening is always welcome • Creative activities are optional