Cloud Services

Welcome to our June event. We're delighted to welcome [Marina Kim](https://www.linkedin.com/in/marinawebdev/), Tech Lead, Vidatec and [Damien Jones](https://www.linkedin.com/in/mrdamienjones/), AWS Consultant, Steamhaus You've seen the AgentCore demos. **Marina** has taken them into production, and lived to tell the tale. Tonight she's giving us the engineering reality behind building AI agents on AWS with Amazon Bedrock and tooling: what breaks, what costs you, and what actually ships. Five weeks. A brand new business. A Crufts deadline. **Damien** didn't whiteboard this one - he shipped it. Tonight he's walking us through every decision that made it possible: AWS CDK, Amplify, Q Developer, and Kiro working together under real pressure. A big thank you to our sponsors [Cloudscaler](https://rebrand.ly/cloudscaler), [Rayo](https://rebrand.ly/rayo-cloud) & [The Scale Factory](https://rebrand.ly/scalefactory) Programme: 18:00: Arrival, registration 18:15: Talks start 20:00: Networking with food and a drink provided by the generosity of our sponsors. Talk 1: ***AgentCore vs Reality: Lessons from Building AI Agents on AWS with Marina Kim*** In this talk, I will explore the reality of what happens when you try to build an AI agent on AWS using Amazon Bedrock and tool calling, inspired by still new and emerging AgentCore patterns. Through a live demo and practical examples, I’ll walk through what worked, what didn't work, and the unexpected challenges that appear when moving from theory to implementation, including hallucinations, incorrect tool usage, and trade-offs around cost and latency. The goal is to give a realistic, engineering-first perspective on building agentic systems today, and help developers understand where these patterns are useful and where they still fall short. By the end of this talk, you’ll have a clear understanding of how to approach building AI agents on AWS, what pitfalls to expect, and how to make informed decisions when applying agentic patterns in real-world systems. **Learning Takeaways** * How to approach building AI agents on AWS using Amazon Bedrock and tool calling, with focus on emerging AgentCore patterns * What actually happens when you move from theory to implementation, including common failure modes like hallucinations, incorrect tool usage, and overconfident decisions. * How to iteratively improve an agent by testing, identifying issues, and introducing guardrails and constraints * How to evaluate trade-offs between autonomy, reliability, cost, and latency in agentic systems **Marina** is a Tech Lead at Vidatec working with web, mobile, MS Teams and AI solutions across multiple industries. She has significant experience working with AWS services, managing deployments and maintenance across multiple production workloads. Marina is a founder of Catbytes - online community for women in tech and a co-organiser of AWS UG UK and AWS AI In Practice community events Talk 2: ***Best in Show: Building a Crufts-Ready AWS Business Platform in 5 Weeks with Damien Jones*** A new dog training business is launched. You have 5 weeks to develop a new production-ready platform before Crufts: the world's biggest dog show. Could you deliver? In this talk, I'll share the real-world journey of building WolfieAndFriends on AWS. We'll review my architectural choices, "build vs buy" decisions and the trade-offs made during those hectic early days. You'll learn how to use AWS serverless, IaC and AI services to enable rapid delivery, shorten development times and transform a greenfield project into a professional, scalable platform that pays the bills. Whether you're a startup founder or an enterprise dev, you'll walk away with a blueprint for rapid delivery without sacrificing long-term stability. Expect Amplify, CDK, Q Developer, Kiro and more! **Learning Takeaways** * How to make fast, defensible architectural decisions under genuine time pressure. * How to use AWS CDK, Amplify Gen 2, Q Developer, and Kiro as an integrated rapid-delivery stack. * Practical "build vs buy" trade-offs: what to own, what to delegate, and how to decide. * How serverless IaC enables safe iteration from greenfield to production. * A reusable blueprint for going from zero to a scalable, paying platform in weeks — not months. **Damien** is an AWS consultant, data specialist, and cloud enthusiast with a strong record of designing, building, and optimising cloud-native solutions. He has extensive knowledge of data engineering, DevOps and cloud architectures, fueled by a passion for using emerging technologies to solve complex problems and support data-driven decision making. Damien is also active in the cloud community, serving as a content creator, user group leader and public speaker. **Do you have a story to share?** If you are interested in speaking at one of our events, please check out our [call for papers here](https://awsuguk.org/call-for-papers/). We are advocates for greater inclusion & diversity in UK Tech and are especially keen to receive talk submissions from people in underrepresented groups. If you are interested in speaking at a future meetup but would like to discuss what to expect or need assistance, please contact our Inclusion & Diversity Lead Natalie Gray - graynataliej@gmail.com or DM her [@natjgray](https://twitter.com/natjgray) Check out our [website](https://awsuguk.org/) for more information about our community and our code of conduct. Remember to follow us [@AWSUserGroupUK](https://twitter.com/AWSUserGroupUK) and on [LinkedIn](https://www.linkedin.com/company/aws-ug-uk) for the latest updates, and you can find videos of our past meetups [here.](https://awsuguk.org/our-videos/)

This June we reach the incredible milestone of 100 meetups, and we're heading to Matt's dayjob's great new offices near Old Street to celebrate. The evening includes a session to mark our 100th meetup with some special guests, and drinks and food for everyone. **Schedule** 6:00pm -Arrival 6:45pm - Introductions 7:00pm - The Talks **Matt Saunders & Marc Cluet - London DevOps 100: Some Reflections from the last 100 events with some special guests** To mark the milestone, London DevOps organisers Matt Saunders and Marc Cluet take the stage to look back over the journey from event one to event one hundred. Expect highlights from the talks that shaped the community, the trends that came and went and a few honest reflections on how both London DevOps and DevOps itself have changed over the years. They will be joined by some special guests and familiar old faces from across the last hundred events to share their own memories and stories. Part celebration, part trip down memory lane, and a proper thank you to everyone who has made it what it is. The previously advertised talk from Super Group will not go ahead. **Speak at a future meetup** If you'd like to speak at a future meetup, or if you're able to host or sponsor the event, please fill in this [form](https://docs.google.com/forms/d/1FYGHEWTeBb5vVztGGg2YoUJmKR03o9mZaFIghf6vjzo/viewform?edit_requested=true) and we'll get back to you.

*We have limited space, but we will do our best to record the event and publish on our [YouTube channel](https://www.youtube.com/channel/UC_a-vGdkAIRMKT1zzZ4I2ag) soon afterwards.* \-\-\-\- \-\-\-\- \-\-\-\-\- Flutter London will be back with another exciting event for 2026! We look forward to seeing some familiar and new faces. We are excited to announce the next FlutterLDN on ***Wednesday 10th June*** is being hosted at [BT](https://www.bt.com/about), (thanks go to [Few&Far](https://www.fewandfar.io/) for helping to arrange this). We're thrilled to deliver the familiar setup we all cherish and enjoy. Join us for an evening filled with insightful talks, networking opportunities, and a delightful surprise spread of food and drinks, thoughtfully put together by [George](https://georgemedve.co.uk/) and [Tom](https://www.linkedin.com/in/tomshannon1/) team - guaranteed to impress and satisfy. **The venue address is:** BT - One Braham 1 Braham St, London E1 8EE maps: [https://maps.app.goo.gl/UdexaanKGxCYGASM7](https://maps.app.goo.gl/UdexaanKGxCYGASM7) ⏰ **Schedule:** [6:00pm] Arrival & registration [6:15pm] Drinks and snacks and socialising (sponsored by BT and Few&Far) [6:45pm] Introduction from FlutterLDN and [Few&Far](https://www.fewandfar.io/) [7:00pm] **Talk 1:** Morgan McKenzie \| dart:ffi [7:45pm] **Talk 2:** Renan Araujo \| Bringing AI to Life with Shaders and FFI [8:30pm] Q&A and networking [9:00pm] Drinks and chat: TBD \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 🌟**Talks and Speaker Information:** **// 🚀 Talk 1:** Morgan McKenzie \| How to use FFI to integrate 3rd party non\-dart libraries * build hooks, allowing for building sources (i.e. c code) alongside the library/plugin * FFIGen for Swift/Objc * JNIGen for Java/Kotlin * *Tags: FFI, iOS, Native, Flutter Android, Desktop* **\-\-\-\-** // Morgan's Links Github: [https://github.com/rmtmckenzie](https://github.com/rmtmckenzie) X/Twitter: --- LinkedIn: [https://www.linkedin.com/in/rmtmckenzie](https://www.linkedin.com/in/rmtmckenzie) **// 🚀 Talk 2:** Renan Araujo \| Discover how to use Dart FFI and shaders to build a living particle system\. We'll explore creating a dynamic AI persona that pushes Flutter's performance limits\. *Tags:* Flutter, Dart, FFI, InterOp // links: Web: [https://renan.gg](https://renan.gg) LinkedIn: [https://www.linkedin.com/in/renancaraujo/](https://www.linkedin.com/in/renancaraujo/) Mastodon: [@renan@fluttercommunity.social](https://fluttercommunity.social/@renan) X/Twitter: [https://x.com/reNotANumber](https://x.com/reNotANumber) Github: [https://github.com/renancaraujo/](https://github.com/renancaraujo/photo_view) **FlutterLDN:** BlueSky: [https://bsky.app/profile/flutterldn.dev](https://bsky.app/profile/flutterldn.dev) X/Twitter us @FlutterLDN [https://x.com/FlutterLDN](https://x.com/FlutterLDN) Flutter London YouTube channel: [http://bit.ly/2yZLTTb](http://bit.ly/2yZLTTb) See you there! **[George Medve](https://www.linkedin.com/in/georgemedve/)** is Professional Mobile App Consultant and building and scaling teams for success. **[fewandfar](https://www.fewandfar.io/)** is a Tech, Product, Data and Design recruitment company, **[Tom Shannon](https://www.linkedin.com/in/tomshannon1/)** who heads up mobile hiring and will be at the event.

**Bookable via our website ➡️** [https://www.thegoodlifecentre.co.uk/events/clothes-making-altering-workshop-6-weeks/](https://www.thegoodlifecentre.co.uk/events/clothes-making-altering-workshop-6-weeks/) **⋆⋆⋆** Do you want to jump into making your own clothes but have never used a pattern? Do you wish to copy a beloved piece of clothing? Would you like to learn how to adjust your own pattern to fit just you? Learn how to take body measurements, read and alter a commercial pattern to fit, lay out and cut fabric and construct a finished garment to a high standard using one of our Janome 525s or Bernina 1008 series sewing machines. During the sessions of this small group of learners you will gain confidence and improve any sewing skills you already have. If you have never used a machine, we can guide you through making a simple garment from a purchased pattern. Bring your own pattern or use one of our small selection. If you have sewing experience but want to start creating your own patterns, you can learn how to create a bespoke piece of clothing. You can also bring a piece of clothing to alter or fix. We supply the basics and the calico you will use to make a ‘toile’ (an inexpensive mock up) to save you ruining your chosen final fabric. Along the way, talented tutor and seamstress will teach you lots of techniques and tips to ramp up your sewing passion. This is a perfect class if you have been teaching yourself so far, or if your last project was made a long time ago at school. **Suitable for:** Suitable for beginners, enjoyable for those with experience. A good level of English and basic math skills are useful. **Next start date:** Check our website for more dates: [https://www.thegoodlifecentre.co.uk/clothes-making-altering/](https://www.thegoodlifecentre.co.uk/clothes-making-altering/)

🎉 Come along to the London Scala Talks for a deep dive into functional architecture! 🎉 In this event you'll hear from David Lebl and Przemysław Pokrywka. **Agenda** 6:00pm - 🥤 Doors open. Come along and grab a drink! 6:35pm - 🗣️ Introduction 6:40pm - 🗣️ Przemysław Pokrywka: Ports and Adapters for People on Tight Schedules 7:20pm - 🍕 Intermission: Join us for some free food and drinks! Vegan and vegetarian options are provided. Let us know if you'd like something special - we'd be happy to accommodate. 7:50pm - 🗣️ David Lebl: Complexity is a Sin, But Hexagons Forgive 8:30pm - 🥤 Socialising: Grab a drink and let's discuss the talks. 9:00pm - 🍻 Join us in a pub to discuss the talks! 🌐 **This event will not have a live stream** We hope to see you there in person. **🗣️ Przemysław Pokrywka: Ports and Adapters for People on Tight Schedules** Focus on software architecture is not always associated with pragmatism in common perception. Terms such as architecture astronautics and the ivory tower stereotype highlight the perceived disconnect between many architects and the realities of day-to-day code maintenance. Too often, architectural patterns are applied with insufficient understanding, leading to cargo-cult adoption and increased waste in the software development process. When applied in the right context, however, certain architectural approaches can be powerful enablers. In this talk, I would like to share the story of a serverless application in which elements of the Ports and Adapters architecture made a tangible, positive difference. ⭐ Przemysław Pokrywka ⭐ Husband, dad, grandad, software engineer. Functional Scala enthusiast with imperative OOP Java background. Fan of the command line. **🗣️ David Lebl: Complexity is a Sin, But Hexagons Forgive** A visual journey from spaghetti to sanity. This talk traces how cognitive load accumulates in unconstrained codebases, how domain-driven design and bounded contexts restore order, and how hexagonal architecture provides a practical, forgiving structure for real-world systems — all laid out on a single zoomable canvas where every example links back to the bigger picture. ⭐ David Lebl ⭐ David is a software developer with a CS background and 5 years of Scala and FP experience. He leads a small team, occasionally survives his own accidental complexity, and is here to share what he learned the hard way. ———————————————————— 🗣️ Would you like to present, but are not sure how to start? Give a talk with us and you'll receive mentorship from a trained toastmaster! Get in touch through [this form](https://forms.gle/zv5i9eeto1BsnSwe8) and we'll get you started 🏡 Interested in hosting or supporting us? Please get in touch through [this form](https://forms.gle/3SX3Bm6zHqVodBaMA) and we can discuss how you can get involved. 📜 All London Scala User Group events operate under the [Scala Community Code of Conduct](https://www.scala-lang.org/conduct/). We encourage each of you to report the breach of the conduct, either anonymously through [this form](https://forms.gle/9PMMorUWgBnbk1mm6) or by contacting one of our team members. We guarantee privacy and confidentiality, as well as that we will take your report seriously and react quickly.

​Join us for an evening of conversation, food, and drinks with Platform Engineering, DevOps, and Engineering leaders exploring how AI is reshaping the future of software delivery and operational scale. ​As organizations move beyond AI experimentation, engineering teams are facing a new challenge: how to operationalize AI safely across the SDLC while maintaining governance, visibility, and developer velocity. ​We’re bringing together leaders building modern engineering platforms inside large-scale environments to discuss what’s actually working, where the market is heading, and the foundational shifts required to support autonomous engineering. ## ​What We’ll Discuss * ​Moving from AI assistants to AI systems that can safely take action * ​The platform engineering infrastructure required to harness the AI-SDLC * ​Governance, context, and control in agentic software environments * ​Real-world lessons from AI Native engineering organizations * ​Where Platform Engineering and Agentic Engineering are heading next ## ​Featured Conversation ​Leaders from Sportradar and Port will share practical stories of agentic engineering. ## ​Event Format * ​Fireside conversation * ​Peer-led discussion * ​Food & drinks * ​Curated networking with engineering leaders ​No product pitches. No lengthy presentations. Just practical conversations with leaders building the future of engineering. ## ​About Port ​Port is the agentic AEP (Agentic Engineering platform) leading companies to autonomous engineering. ​Port brings developers and agents together across the AI-SDLC with a shared Context Lake, Human & Agents collaboration experience, and Guardrails. Engineering teams get the freedom to build their own agentic workflow, without losing control. ​Trusted by engineering teams at GitHub, British Telecom, Yum!, dLocal, LG, and more.

Looking to organise a first meet up for a Dessert Social. Am confirming venues but will scout some good dessert places and the format for the meetup. The format will likely be a dessert oriented location that has coffee / tea etc.. so we can get to know each and chit chat Please do confirm if you can make it.

Join us for the **Cloud Native & Open Source AI Conference**, a full-day, in-person event bringing together engineers, architects, platform teams, AI practitioners, technical leaders, and open-source communities working at the intersection of **cloud-native infrastructure, open-source AI, and production-scale systems**. **MAKE SURE TO REGISTER HERE: https://www.communitystack.io/conferences/cloud-native-london USE CODE: CommunityStack for a free ticket** ## Opening Keynote **Evolving the Kubernetes User Experience: More Intuitive, More Extensible, More Agentic** With: **Andrew Randall** — Principal PM, Office of the CPO, Microsoft **Pal Lakatos-Toth** — Senior Product Manager, Microsoft Kubernetes has become the default platform for modern workloads, and increasingly for AI systems. This keynote will explore how the Kubernetes user experience is evolving for both humans learning the platform and AI agents operating within it, with a focus on usability, governance and production readiness. ## Full Conference Programme **09:00 – 09:30** Doors Open **09:30 – 10:15** Opening Keynote: *Evolving the Kubernetes User Experience: More Intuitive, More Extensible, More Agentic* Andrew Randall, Microsoft Pal Lakatos-Toth, Microsoft **10:15 – 11:00** Panel: *From HFT to Enterprise Banking: The Talent War for Cloud Native, Open Source and AI Engineers* Moderated by Ethan Sumner, Community Stack Craig Whiting, RLS Search Jon Freedman, Quant Fin **11:30 – 12:00** *The Massively Parallel Agent Stack* Peter Bhabra, Doubleword **12:00 – 12:30** *Controlling AI Agent Access in Cloud-Native Engineering Workflows* Viola Lykova, nuclecode **12:30 – 13:00** *Preventing Silent Interpretation Errors at Scale* Maebh Booth, Senior Engineering Leader, Former M&S **14:00 – 14:30** *Prompt Driven Platforms: The Future of Self-Service Infrastructure* Salman Iqbal & Amir Tayabali, Appvia **14:30 – 15:00** *Platform as a Product: What Happens When We Treat Security as a User?* Hannah Foxwell, Bimp **15:00 – 15:30** *Beyond the Portal: Architecting AI-Native Platforms with CNOE and MCP* Hossein Salahi, Liquid Reply **16:00 – 16:45** *Intro to Apache Kafka on Aiven: From Managed Simplicity to Inkless Architectures* Hugh Evans, Aiven **16:45 – 17:15** Closing Keynote: *The Age of “Big Tech” is Over* Sean M Tracey, Mitchell Technologies **17:15 – 17:30** Closing Remarks Ethan Sumner, Community Stack Mercedes Moxon Greenfield, Community Stack ## Speakers We are delighted to welcome an exceptional speaker lineup, including: Andrew Randall — Principal PM, Office of the CPO, Microsoft Pal Lakatos-Toth — Senior Product Manager, Microsoft Peter Bhabra — Member of Technical Staff, Doubleword Viola Lykova — Senior Software Engineer, nuclecode Hannah Foxwell — Co-Founder, Bimp Sean M Tracey — Founding Technologist, Mitchell Technologies Craig Whiting — Director, RLS Search Jon Freedman — Chief Technology Officer, Quant Fin Ben Davison — Founder, Axiologik Salman Iqbal — Solutions Architect, Appvia Amir Tayabali — Tech Lead, Appvia Maebh Booth — Senior Engineering Leader, Former M&S Hossein Salahi — Senior Principal Engineer, Liquid Reply Jon Shanks — CEO, Appvia Hugh Evans — Senior Product Advocate, Aiven Ethan Sumner — Co-Founder & CEO, Community Stack Mercedes Moxon Greenfield — Co-Founder & CTO, Community Stack ## Sponsors and Partners This conference is made possible through the support of our sponsors and partners: **Headline Sponsor** BrainStation **Platinum Sponsors** Overmind Appvia Harvey Nash Axiologik **AI Native Sponsor** Nearform **Supporting Sponsors and Partners** RLS Search Doubleword Postman X4 Group Engaging Data BIMP Aiven If you'd like to get involved with a future event, please email: ethan.sumner@communitystack.io

**Important:** Register on the [event website](https://www.aicamp.ai/event/eventdetails/W2026061110) is required for admission. **RSVP on meetup is turned off** Welcome to the AI meetup in London, in collaboration with **Coder and Netmind**. Join us for deep dive tech talks on AI, GenAI, LLMs and Agents, hands-on experiences on code labs, workshops, and networking with speakers and fellow developers. **Agenda:** \* 6:00pm\~6:30pm: Checkin and Networking \* 6:30pm\~6:45pm: Welcome/community update \* 6:45pm\~8:30pm: Tech talks and Q&A \* 8:30pm\~9:30pm: Open discussion & Mixer **Tech Talk: Scale AI Workflows** **Speaker:** Eric Paulsen (Coder) **Abstract:** This meetup is for developers and platform teams who want to understand what it actually takes to move from AI experimentation to production-ready workflows. We’ll focus on how teams are redesigning their development workflows to work with AI, not just adding tools on top. That includes how to structure workflows, manage agents, and introduce the right level of control without killing developer velocity. No hype. No tool comparisons. Just a clear look at why most AI workflows fail and what actually works at scale. **Tech Talk: AI-DLC: Navigating the AI Development Lifecycle with Kiro** **Speaker:** Ryan Tan (AWS) **Abstract:** This session explores the evolving AI Development Lifecycle (AI-DLC) through the lens of Kiro's current capabilities and future direction. We'll cover Kiro's desktop/CLI deployment model and the path toward broader accessibility, early-stage developments around Kiro's upcoming autonomous agent capability, and how an agnostic philosophy — enabling choice of IDE, LLM backend, and cloud provider — shapes a flexible, developer-first approach to AI-assisted software development. Whether you're evaluating AI coding tools or architecting developer platforms, this session will give you a practical view of where the ecosystem is heading. **Tech Talk: Earning the Right to Step Away: AI Agents in Everyday Practice** **Speaker:** Billy Michael (GlobalLogic) **Abstract:** You've seen the demos. This is what happens after them. It's a look at the agents and skills we actually run inside GlobalLogic, day to day, on our own engineering and business work, and what it took to trust them. We started where most teams do: Claude Code in a terminal, with a human framing every task and pressing enter. The interesting part begins when no one is at the keyboard. I'll walk through the pattern we use to get there: build a skill by hand, live with it until it's boring, then let an event pull the trigger. The unit is always the same, a skill; what changes is how much autonomy the stakes justify. **Tech Talk: Trustable Agentic AI** **Speaker:** Xiangpeng Wan (Netmind) **Abstract:** NetMind.AI's [NarraNexus](https://www.narra.nexus/?utm_source=AI+Camp&utm_medium=Page&utm_campaign=20260611+Event) is a ready-to-run team of agents that already remember, collaborate, and use tools. Start from a template, or compose your own. **Speakers/Topics:** Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: [Submit Topics](https://forms.gle/JkMt91CZRtoJBSFUA) **Sponsors:** We are actively seeking sponsors to support AI developers community. Whether it is by offering venue spaces, providing food, or cash sponsorship. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 20,000+ AI developers in London and 500K+ worldwide.

Lets wear our loudest shirt and say make new friends who sparkle. The Westbourne pub is always heaving with vibrant people on a Sunday evening so you will thank us. Lets get in on the action. Wear your loud shirt and make up a story of where you got it from. See you there

Join us on June 11th from **6:00pm** for a Data Streaming meetup hosted by **Moniepoint!** **PLEASE bring your PHOTO ID and REGISTER with your First and Last Name. For security purpose** 🗓 **Agenda:** * 6:00pm – 6:30pm: Food/Drinks and Networking * 6:30pm - 7:15pm: Tom Scott, CEO, Streambased * 7:15pm - 8:00pm: *Abraham Imohiosen,* Engineering Manager * 8:00pm - 8:30pm: Q&A Networking. 💡**Speaker One:** Tom Scott, CEO, Streambased **Title of Talk:** Infinite Kafka? Rethinking Retention with Iceberg **Abstract:** Apache Kafka is designed for high-throughput, low-latency event streaming, not cost-efficient long-term storage. Yet we constantly see cases like event sourcing, audit/compliance, and large-scale reprocessing forcing that pattern onto it. As retention increases, costs grow linearly to support edge cases, one-time runs, and “checkbox” use cases. Can Iceberg help here? In this talk, Tom explores a hybrid architecture that separates hot and cold data while preserving Kafka’s log semantics. Using a combination of Kafka and Apache Iceberg, he demonstrates how to extend Kafka into low-cost object storage, enabling effectively unlimited retention without sacrificing performance or access patterns. The result is a unified log that supports both real-time processing and long-term replay, removing the traditional trade-off between cost and capability in Kafka-based systems. **Bio:** Long-time enthusiast of Kafka and all things data integration, Tom has more than 15 years of experience in innovative and efficient ways to store, query, and move data. Tom is currently CEO at Streambased, a company focused on unifying operational and analytical data estates into a single, consistent, and efficient data layer. 💡**Speaker Two:** Abraham Imohiosen, Engineering Manager, Fraud Prevention Tools. **Title of Talk:** From CDC to Decision: Kafka as the Fraud Detection Pipeline's Connective Tissue **Abstract:** Fraud detection isn't one system — it's a system of moving parts (databases, feature stores, rule engines, ML models, case management tools) that all need to agree on what just happened, in milliseconds. Kafka sits in the middle of it, and treating it as "just the message bus" leaves a lot of value on the table. In this talk, I'll walk through three jobs Kafka does inside Moniepoint's fraud detection pipeline: moving events between services, powering real-time aggregations and windowed features, and acting as a CDC source that turns database changes into the canonical stream feeding a final aggregate store, as well as routing evaluated events into the case management system for final decisioning. **Bio:** *Abraham Imohiosen is an Engineering Manager at Moniepoint, where he leads the Fraud Prevention team in building case management systems and machine-learning detection models that protect millions of customers and billions in transaction volume. He has over 10 years of experience across fintech and cloud-based architectures, having previously led the delivery of Monieworld Transfers and a savings product. Abraham holds an M.Sc. in Robotic Systems Engineering from RWTH Aachen University.* \*\*\* If you are interested in hosting/speaking at a meetup, please email community@confluent.io

We are back! This is going to be a monthly IN PERSON meet up in London. A very big thank you goes to Accurx who is hosting us in their amazing Shoreditch offices. This will include access to facilities including coffee! 😻☕️ **Want to know more? 👇** As with all CoffeeOps, this is an interactive, chatty, build your own adventure type of meet-up. Instead of booking in experts to *learn* *from*, we gather a group of practitioners to ***learn*** ***with***. We have been running for over 4 years now and often get feedback that this is the most useful meetup people join! The event is approximately 90 minutes and always starts by brainstorming topics to discuss. The group then votes on the most relevant/interesting to them and we then cycle through the topics trying to discuss each deeply, but in a time bound slot. To get an idea of topics, you can check out our remote board [here](https://easyretro.io/publicboard/h404NF84Uje4tCcxpJdHr4Ycs9B3/a4a35d2b-181b-409b-832e-a729be1af79c). The general gist is anything is fair game, though we tend to revolve around software delivery and definitely lean towards the more Ops-y or DevOps-y side of things.

​Join us for an exciting gathering to celebrate Google I/O Extended 2026 with the GDG London community! ​This event will bring together developers, tech enthusiasts, and industry experts to share key highlights and innovations, including those unveiled just a few weeks ago at Google I/O 2026. You'll have the opportunity to hear and ask questions of expert speakers, and participate in hands-on workshops and engage in insightful discussions. ​We'll cover the latest in AI , Android, Web, Cloud, and more technologies. Whether you're a seasoned developer or new to Google's tech ecosystem, this event is packed with valuable content to enhance your knowledge and network. Come and connect with like-minded individuals, expand your tech skills, and be a part of the vibrant GDG London community. ​Don't miss out on this chance to learn and grow with us—register now to secure your spot! Agenda --- Hosted By Goran Minov, Regional Technical Strategist | GDG Organizer I am a Cyber Security Architect specialising in Identity & Access Management (IAM). My passion lies in architecting secure Google Cloud solutions and building Android applications. I currently serve as a Senior Technical Account Manager at Okta. As a key member of the customer success team, I'm dedicated to ensuring customers fully maximise the value of their Okta investment, focusing on automation and efficiency within their identity and access management solutions. With a background that spans various technical and leadership roles, I bring deep expertise in transforming complex identity challenges into streamlined, secure, and user-friendly experiences. Stefan Cornea, GDG Organizer Chris Bouloumpasis, GDG Organizer Sara Mita Gabriel, Team Member Renuka Kelkar, GDG Organizer Sumith Damodaran, PM / GDG Organizer Tom Colvin, Organiser Tom Colvin is CTO of Apptaura, the app development specialists; and founder of Conseal Security, the mobile app security experts. He has been a developer for over 20 years and worked with Android since Cupcake. He is a Google Developer Expert in Android. Mihaela Peneva, Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-london-presents-io-extended-london-2026/.

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

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!

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

WQC has weekly Thursday night social nights at the Westerville Java Central. Come and grab a coffee and connect with the community: low stakes, chill environment, and tasty drinks. No registration is required; come as you are.

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. Please RSVP via [Microsoft Build //localhost:columbus | Microsoft Reactor](https://developer.microsoft.com/en-us/reactor/events/27247/).

Join the Columbus AI community for a special event. **Battle of the Personal Agents** is your chance to see what people are actually building with AI agents and personal automation systems. Whether you’re running OpenClaw, Hermes, or a completely custom solution, bring your agent and show the community how it works. We’re interested in real-world implementations: the problems your agent solves, how you use it day-to-day, how it’s hosted and managed, how you built it, and why you’ve chosen to keep using it. Live demonstrations are encouraged, so be prepared to show your code, architecture, workflows, and your agent performing real tasks. This is less about polished presentations and more about sharing practical experience, comparing approaches, and learning from one another. If you’d like to present, please contact Chris Slee (via meetup) before the event so we can allocate enough time for everyone’s demonstrations. Come ready to show what you’ve built, discover what others are doing, and maybe find a few ideas worth taking home. 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.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

**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)