BioInformatics

For our March meetup, we're back at the fabulous Accurx offices. We have two excellent talks lined up, the agenda will be: * 6:30pm - arrive, drinks, networking * 7:00pm - Welcome & Housekeeping * 7:15pm - **Talk 1: "Devops 2014 Revisited - a Dozen Years of Noise and Confusion"** It is 11th February 2014, a nervous Andy Burgin takes the stage at Agile Yorkshire and begins to share the current thinking from the burgeoning DevOps movement. Fast forward 12 years: DevOps is different — or is it? During a recent clear-out at chez Burgin, an old, forgotten laptop was discovered discarded between a box of floppy disks and a collection of old Computer Shopper magazines. While the laptop was no longer functional, a painstaking data recovery process rescued the files on its hard drive via a collection of old adaptors and half-working wires. Among the files saved from the Wakefield Council recycling centre was a copy of the very PowerPoint deck presented at that meetup 12 years earlier. But what was in this digital "time capsule"? What happened to DevOps? What did it become? Is it now a tool, a job title, or did something "bad" happen to it? Are the thoughts shared over a decade ago still relevant today? Join Andy as he looks at how we travelled from DevOps to Cloud, SRE, Platform Engineering, Team Topologies, Developer Experience, and VibeOps - Most importantly, we'll explore what the future of DevOps can learn from its past. **Speaker:** Andy Burgin, Principal Platform Engineer @ Flutter UK and Ireland *Andy is a Principal Platform Engineer at Flutter UK and Ireland. He considers himself a Kubernetes, AI and DevRel fettler, spending far too much of his spare time running software in containers that really shouldn't be. He is a small part of the organising team for DevOpsDays London and ran the DevOps meetup in Leeds for almost a decade hosting over 50 events. He’s attended and has spoken at a bunch of DevOps conferences and in his own words is an "all-round DevOps nuisance".* * 7.45pm - food, more drinks & networking * 8.00pm - **Talk** **2: "Navigating From Tension to Flow: A Human-Centred Guide to Overcoming Misalignment"** Behind every stalled project, missed milestone, or unclear decision is a story of tension between what people want, what’s needed, and what’s possible. But tension isn’t failure. It’s feedback. This talk explores how to recognize and respond to tension using Team Topologies principles, flow first thinking, and a healthy dose of human insight. We’ll show how organizational patterns, team boundaries, and interaction modes can either amplify or ease misalignment — and how trust, empathy, and bold conversation are just as important as structure, if not more so. Packed with real-world examples, this session blends organizational design with emotional intelligence to help you design for flow — and for people. **Speakers:** Faye Benfield, Product Leader, Independent & Rich Allen, Fast Flow Facilitator @ Conjurer *Faye Benfield is a Product Leader with over 15 years experience in product management, agile delivery and digital transformation. Specialising in helping organisations adopt product practices, Faye has a proven track record of embedding product teams, evolving ways of working, and aligning stakeholders to achieve strategic goals. Faye has held leadership roles, including Head of Product and Delivery at Parkinson’s UK and Head of Product at Comic Relief, where she spearheaded digital transformation initiatives and cultivated effective, people-centred teams. As a consultant at Armakuni, she combined hands-on coaching with practical tools and techniques to help clients navigate the complexities of product delivery, with a focus on balancing human dynamics and practical constraints.* *Rich Allen is a sociotechnical architect, consultant and creator of User Needs Mapping, a practical technique for aligning teams around what matters. With over 20 years’ experience across software engineering, technical leadership, and organisational design, Rich helps organisations reduce friction, clarify boundaries, and improve flow by working outside-in from real user needs. He was a foundational contributor to the development and teaching of Team Topologies, helping shape the core materials now used in Team Topologies training and consulting worldwide. Rich is the author of User Needs Mapping: Aligning Teams Around What Matters.* * 8.30pm onwards - drinks and networking. So, please come and join us, we look forward to seeing you there. The LOPUG team. * Food and drinks provided * Good time will be had by all

# Under the Hood: Making Deep Tech Understandable for the Rest of Us Deep tech is brilliant… until it’s explained like a secret handshake. 😅 This Brighton AI meetup is for anyone who wants to understand what’s actually going on "under the hood" of the next wave of AI and hardware, without needing a PhD (or pretending you’ve already got one). We’ve brought together three experts for fast-paced, 15-minute briefings on the tech that’s moving from the lab to the real world. No jargon, just the essentials on how it works and why it matters. ### What we’ll cover: * **Supercomputing for AI:** What it actually is, why it's the engine of the current AI boom, and when a business actually needs it. * **Neuromorphic AI:** How "brain-inspired" hardware can slash the massive energy bills of modern AI. * **Quantum Sensing:** Moving past the hype to see how quantum tech is already being trialled in rail, defence, and energy. ### 📍 When and where * **Date:** Wednesday 11 March * **Time:** 18:00 – 20:00 * **Venue:** Sussex Innovation Centre, Falmer (University of Sussex campus) **Who should attend:** Founders, builders, students, researchers, product people, and the simply curious. Whether you’re deep in the code or just want to know what the headlines actually mean, you’ll be very welcome. ### Our speakers **Andy Forrester (HypeAccelerator Solutions Limited)** *Talk: Supercomputing for AI* Andy is an innovation and data science transformation specialist. He supports large, complex organisations—across government, aerospace, and healthcare - to turn emerging tech into real-world delivery. He’ll explain the "heavy lifting" hardware that makes modern AI possible. **Professor Thomas Nowotny (University of Sussex / Sussex AI)** *Talk: Reducing AI energy consumption with neuromorphic hardware* Thomas is a Professor of Informatics and co-director of the “Sussex AI” Centre of Excellence. He works in Computational Neuroscience and Biomimetic AI. He’ll show us how moving to "event-based" machine learning can help stop AI from consuming quite so much electricity. **Fedja Orucevic & Thomas Coussens (Spectomiq)** *Talk: Quantum — What is it and what are the commercial applications?* A University of Sussex spin-out, Spectomiq is moving quantum tech from the lab to the ground. They’ll explain how their patented sensing arrays pick out signals from "noisy" environments in real-time. We'll look at three big use cases: * **Rail:** Pinpointing train locations without visual confirmation. * **Defence:** Navigating in "GPS-denied" environments. * **Energy:** Detecting defects in EV batteries without invasive testing. ### Format * **18:00:** Arrivals + drinks * **18:15:** Welcome (Brighton AI) * **18:20:** Three 15-minute lightning talks * **19:15:** Combined Audience Q&A * **19:40:** Informal chats + networking * **20:00:** Close **Who should attend:** Founders, builders, students, researchers, product people, and the simply curious. Whether you’re deep in the code or just want to know what the headlines actually mean, you’ll be very welcome. ### 📍 How to find us **Venue:** Sussex Innovation Centre, Science Park Square, Falmer, BN1 9SB. **[View on Google Maps](https://www.google.com/url?sa=E&source=gmail&q=https://maps.app.goo.gl/ChIJnSg1S7aIdUgRm8ueJvDwl2U&authuser=1)** **🚗 By Car & Parking** * **Free On-site Parking:** Use **Car Park 2 (P2)**, located at the rear of the Sussex Innovation Centre building off Southern Ring Road. * **Arrival:** When you reach the barrier, please buzz Reception and let them know you are here for the **Brighton AI event**. * **Sat Nav:** Use postcode **BN1 9SB**. The car park is accessed via Knight’s Gate Road and Southern Ring Road. **🚌 By Bus** * **Direct to Campus:** Routes **23, 25, 25X, and 5B** run frequently from central Brighton and stop directly on campus. * **Nearest Stop:** Alight at **Science Park Road** or **Sussex House**—it’s just a 2-minute walk to the centre from there. * **From Lewes/Tunbridge Wells:** Routes **28 and 29** stop at the Falmer Station bus stop (a 10-minute walk through the campus). **🚆 By Train** * **Falmer Station** is the closest stop (on the Brighton-Lewes-Eastbourne line). * From the station, follow the signs for the University of Sussex and walk through the campus underpass. The Sussex Innovation Centre is about a 10-minute walk from the platform.

***P.S: [Luma](https://luma.com/4hs6hs36) Registration is Required for this event.*** **Theme:** ***Agentic Coding 🤝 [ACP](https://agentclientprotocol.com/)* (Agent Client Protocol)** **💻 Coding Agents and ACP with JetBrains** 💎 State of [ACP ](https://www.jetbrains.com/)from **[Jetbrains](https://www.jetbrains.com/) & [Zed Industries](https://zed.dev/)** 🎙️Panel with **[Jetbrains](https://www.jetbrains.com/) [Zed Industries](https://zed.dev/) [Mistral AI](https://mistral.ai/) & [Vibe Kanban](https://vibekanban.com/)** **Agent Client Protocol ([ACP](https://agentclientprotocol.com/)) and the Future of Interoperable Coding Agents** Coding agents are part of everyday development workflows. Whether you are using an IDE or working in the CLI, coding agents are helping developers write, refactor, test, and debug code. But today’s ecosystem is fragmented, we have so many coding agents Claude Code. Codex, Gemini CLI and many others. Every editor, every tool, and every agent often speaks its own language and has own harness. Not single coding harness will solve you all needs and you should be able to switch or have a choice to use different harnesss What if you could use **any coding agent** inside **the editor you love**? That is exactly what the **Agent Client Protocol ([ACP](https://agentclientprotocol.com/))** enables. ACP is an open protocol that standardizes communication created by Zed Industries, between code editors and coding agents. It works for both local and remote scenarios. Think of it as the LSP for coding agents. Just as the Language Server Protocol unified language tooling across editors, ACP aims to unify how editors interact with intelligent coding agents. **Sponsors** Big Thanks to our Sponsor **[Jetbrains](https://www.jetbrains.com/)** And thanks to **[Tessl](https://tessl.io/)** for hosting the venue. **What You Will Learn** In this session we explore how ACP is shaping the next generation of coding agent interoperability. • What the Agent Client Protocol is and why it matters • Current State of ACP and Future • How ACP standardizes communication between IDEs and coding agents • How to use ACP inside your favourite IDE • How to build an ACP client • Practical considerations for using ACP effectively • The future of coding agent interoperability If you are building or using coding agents, this session will give you both conceptual clarity and practical direction. 🎤 **Talks** **Talk 1: State of ACP and Future (45min)** Speakers: **[Sergey Ignatov](https://www.linkedin.com/in/sergey-ignatov/) Director of Engineering, JetBrains** \*\*[Ben Brandt ](https://www.linkedin.com/in/benjaminbrandt/)\*\*Zed Industries **Description :** This talk with In this session Sergey and Ben will introduce ACP and share Future plans of Agent Client Protocol from the company behind the ACP (Zed Industries) and Jetbrains ACP: \- Overview \- State of ACP \- Ecosystem around it \- Future \- Recent Implications: OpenClaw\, Custom Agents with Agent Frameworks like LangGraph\, LlamaIndex and Cursor Wrapper etc 🎙️ **Panel and Q&A 25 min** **Topic:** Agentic Coding, ACP anf Future Panelist: **[Sergey Ignatov](https://www.linkedin.com/in/sergey-ignatov/) Director of Engineering, JetBrains** \*\*[Ben Brandt ](https://www.linkedin.com/in/benjaminbrandt/)\*\*Zed Industries \*\*[Clément Drouin ](https://www.linkedin.com/in/cl%C3%A9ment-drouin-785643137/)\*\*Software Engineer at Mistral AI \*\*[Louis Knight-Webb ](https://www.linkedin.com/in/knightwebb/)\*\*Vibe Kanban We will close the evening with a focused panel discussion and audience Q&A on coding agents, interoperability, and the future of agent powered development. The questions on the current and future of ACP. Bring your hard questions. **Agenda** 6:00 PM – Doors Open 6:00 – 6:40 PM – Welcome and Refreshments 6:40 PM – Opening Remarks and London Agentic AI 6:45 – 7:30 PM – Talk 1: State of ACP and Future 6:30 – 7:35 PM – Break 7:35 – 8:00 PM – Panel Discussion (Jetbrains, Zed, Mistral AI, Vibe Kanban), Audience Q&A 8:00 – 8:05 PM – Closing Remarks 8:05 – 8:200 PM – Networking/ Wrap Up Walk to the [Big Chill ](https://www.bigchillbar.com/) 8:30 PM onwards – [Big Chill pub](https://www.bigchillbar.com/) and informal networking **Who Is This For** • Agentic coding builders • Engineers working with coding agents • IDE plugin developers • AI tooling engineers • Infrastructure and DX builders • Anyone interested in interoperable agent systems If you are serious about coding agents and want to understand how interoperability standards like ACP will shape the future of development workflows, this is the meetup for you. **Venue & Important Data Usage Message:** Thanks to Tessl for providing venue for the event. 📍 Tessl 210 Pentonville Rd, London N1 9JY Tessl [Policy](https://tessl.io/policies/privacy-cookies/): *P.S: Full Name, Email Data Collection and Usage Update:As per Tessl building security, all attendees must provide their first name, last name, and email address. Your email will only be used for event-related purposes. After the event you will be automatically subscribed to event updates from the AI Native Dev Community from Tessl. You can unsubscribe at any time.* Also published on original Meetup & page [here](https://www.meetup.com/london-agentic-ai/events/313554470)

Join me for a fun Drama class every Wednesday evening from 6:30 pm- 8:30pm at the Omnibus Theatre in Clapham Common. Acting helps with confidence and awareness. In a fun and relaxed atmosphere, you will meet new people and learn all about Acting. No experience is needed. We'll do relaxation exercises, games, improvisations, storytelling, and a bit later on we'll start working on character and text. The year ends with an exciting Showcase where friends and family come and see how all your hard work has paid off :) £10 pounds for the trial class to be paid before or after class. Different payment options if you decide to join. In order to reserve a place, please contact me at catherine@thebrightdaycompany.net. For more info: https://www.thebrightdaycompany.net/about I look forward to seeing you!

Applied to 1,000+ jobs and still hearing silence? The job search "rules" on social media are usually outdated. We’re cutting through the noise. **Nitish Galat** (BI Analyst at PredictX, ex-Google) is opening his playbook to show you exactly how to automate the boring stuff and land offers at top-tier UK firms. **This isn’t a sit-and-listen lecture. This is a "Bring Your Laptop and Build" session.** ### What we are Covering * **The "Auto-Pass" Blueprint (CV & Cover Letters):** Nitish breaks down the exact quantifiable achievements UK hiring managers look for in Data, Product, and BI roles. Learn how to craft a high-conversion CV and a personalized cover letter that actually gets read. Stop the "auto-reject" cycle before it starts. * **Interview Mastery:** Learn the technical and behavioral frameworks (including a data-driven take on the **STAR method**) that Nitish used to crack interviews at Google and beyond. * **Live Demo: The AI Job Agent:** Watch Nitish build a live, AI-powered agent that scans JDs and customizes your application in seconds. * **The Extension Reveal:** Get exclusive access to a custom-built tool designed to speed up the tedious parts of your daily search. ### The Vibe-Coding Sprint (7:30 PM - 9:30 PM) This is where the magic happens. We’ll break into groups of 2 or 3 to **"vibe-code"** something useful for the job search. Whether it’s a LinkedIn outreach bot, a portfolio scraper, or an automated tracker—we build it together. **Important:** You do **not** need to be an AI expert or a pro coder. Nitish will be floating between groups to guide you. Just bring your **laptop or tablet**, an open mind, and good vibes! ### The Evening Plan * **6:30 PM – 6:45 PM:** Arrival & Networking (Grab a spot!) * **6:45 PM – 7:30 PM:** The Masterclass: CV, Interview Strategy + AI Agent Live Build * **7:30 PM – 9:00 PM:** The Sprint: Form groups & Vibe-Code your own tools * **9:00 PM – 9:30 PM:** Show & Tell: Present your builds and share tools with the room ### What to Bring * ✅ Your Laptop or Tablet * ✅ A charger * ✅ Your "can-do" attitude (Vibes are mandatory!) **[Nitish Galat – BI Analyst & Gen AI Specialist](https://www.linkedin.com/in/nitish-galat/)** Currently a BI Analyst at PredictX in London and formerly of Google, Nitish is an expert in leveraging Agentic AI to automate data workflows. Beyond his corporate role, Nitish is a dedicated educator who teaches Data Science to aspiring professionals. He is a recognized thought leader on LinkedIn and shares technical deep-dives on his YouTube channel, helping thousands build real-world AI and ML skills. 📺 [YouTube](https://www.youtube.com/@NitishAnalyst) 📸 [Instagram](https://www.instagram.com/nitish_analyst/)

Unless otherwise announced this is an in-person social gathering for Smalltalkers to get together and talk about Smalltalk (the Programming Language!). Everyone is welcome from the grizzled and experienced to the merely curious.

Hello and welcome to our joint **Cloud Platform Engineering London x Platform Engineering Leaders x Data & AI Leaders** meetup. This special crossover event brings together platform engineers, data and AI leaders, architects, SREs, and technology executives exploring how agentic AI systems intersect with modern platform engineering in regulated financial services environments. We are delighted to host this event at Lloyd's Banking Group in London. **Speakers & Sessions:** Panel: Agentic AI in the Enterprise Speakers: * Joseph Reeve, Growth, ElevenLabs * Chris Parsonson, CEO, Solve Intelligence * Joanna Crown, Director of Data, Moonpig * Sultan AI Awar, Solutions Architect (Digital Natives) at Databricks * Moderator: Ethan Sumner, Co-Founder & CEO at Community Stack Session: Agentic AI in Practice: How LBG is delivering scalable business value through AI Description: This session highlights LBG’s enterprise approach to scale Agentic AI, showing how the Group has built a scalable and safe foundation for Agentic AI through investments in data & AI platforms, governance frameworks, reusable agentic patterns, and AI upskilling for colleagues. Speakers: * Astitva Karunesh - AI Business Lead, AI CoE, Lloyds Banking Group * Lara Vomfell - Senior Data & AI Scientist, AI CoE, Lloyds Banking Group Session: How AI can catch what staging environments can't Description: Dylan from Overmind will spend five minutes explaining a complex Cloudfront outage that exposed the personal data of more than a hundred thousand people. Then another five minutes explaining the AI techniques that we used to simulate this exact outage using off-the-shelf models and live infrastructure state, which would have allowed them to prevent it before it ever happened. Speaker: Dylan Ratcliffe, Founder & CEO at Overmind **Agenda:** 18:00 — Arrival and refreshments 18:15 — Welcome and introduction — Ethan Sumner 18:20 — Agentic AI in Practice - LBG 18:40 — How AI can catch what staging environments can't - Dylan 18:50 — Break 19:00 — Agentic AI in the Enterprise 20:00 — Close and networking We are always keen to hear from: • Speakers • Hosts • Sponsors If you would like to speak, sponsor, or host a future event, please reach out to [Ethan Sumner](https://www.linkedin.com/in/ethansumner404/) via LinkedIn. These communities form part of the [Community Stack](https://www.meetup.com/pro/generative-ai-uk-community/) ecosystem and follow the [Community Stack Code of Conduct](https://www.communitystack.io/code-of-conduct) and [Privacy Policy,](https://www.communitystack.io/privacy-policy) ensuring a respectful, inclusive, and welcoming environment for all attendees.

Come and join us for a coffee/tea and chat as we discuss what’s hype and what’s real as well as how analytics helps us fight human trafficking. All Food and drink must be paid for as you consume it. A minimum of a drink must be orders can be water soft drink or coffe/tea etc excellent cocktails available.

Join us for Grafana talks mixed with snacks and community conversations! Schedule 18:00-18:30 Welcome, snacks, drinks and networking 18:30-19:00 **From Service to Line Number: Getting Started with Continuous Profiling** by Christian Simon, Principal Engineer at Grafana Logs, metrics, and traces tell you which service is slow or expensive. Profiles tell you which code path - down to the line number. With profiling now part of OpenTelemetry, and the eBPF profiler requiring zero instrumentation, there's never been a better time to add this missing piece to your observability stack. 1\. Value of Continuous Profiling 2\. How do you set up continuous profiling \(Pyroscope \+ OTel eBPF profiler\) 3\. Deriving insights from Profiles using Grafana Assistant 4\. Demo 19:00-19:40 **My Cool Grafana Dashboard Show and Tell - Lightning Talks** **Lightning talks:** **1\. What if Your Career Had Metrics?** **Roxana Turc, Software Engineer at BNY**, will show how she used Grafana to build a **career dashboard—tracking learning, work, and growth**, and why seeing her progress this way changed how she thinks about development. **2\. Using Grafana for Visualising IoT Air Quality Sensor Data** by John Sinha, Lead Technical Business Analyst IoT air quality sensors produce noisy, high-resolution time series data, but how you visualise it determines what you actually see. This lightning talk walks through a Grafana dashboard designed to **present environmental data clearly, covering time and value scaling choices, linear vs. log views, and practical denoising techniques.** See how small visualisation decisions can dramatically change the story your sensor data tells. 3. **How I discovered pigeons sabotaging my project with Kafka and Grafana** \- by Hugh Evans\, Developer Advocate at Aiven Learn how how a lightweight Kafka + Grafana observability stack helped Hugh **catch his avian adversaries** and iterate on a hobby project **without enterprise-scale complexity or costs**.

It's a ClickHouse Observability Meetup at SRE Days London! We've joined forces with the SRE Days team to host an evening meetup at their stunning venue. Join us for a few deep-dive talks, some food, and beverages. In fact, we are so excited that we have a discount if you want to attend the entirety of the event. Just head on over to https://luma.com/sreday-2026-london-q1 and use the code CLICK80 for a massive discount. Looking forward to seeing you there! Agenda: 5:30 - Arrival 6:00 - Uncovered: The Hard Truth About OpenTelemetry's Vendor Neutrality - Adriana Villela 6:30 - Observability Updates in ClickHouse - Dale McDiarmid 7:00 - How we built an SRE Agent with Clickhouse and eBPF - Chris Battarbee 7:30 - Running Grafana at Scale - Rory Crispin

**SREday: In-Person Event on SRE, DevOps & Cloud in LONDON** Conference focused on Site Reliability Engineering (SRE), DevOps, and cloud infrastructure, bringing together engineers, platform teams, and leaders to share real-world experience building, scaling, and operating reliable production systems. 🫆[Speakers & Topics](https://sreday.com/2026-london-q1/) 🎟 [Tickets](https://luma.com/sreday-2026-london-q1?from=embed)

Hi Everyone, We’re thrilled to announce that Meet-Up #9, the first one for 2026, is now confirmed for Thursday, 12th March! 🎉 Join us at our London HQ, 100 Liverpool Street, for an evening packed full of insightful talks, great conversations and plenty of opportunities to connect with like-minded individuals. We'll confirm the speakers next week! Of course, it wouldn’t be a proper meet-up without pizza and refreshments to keep the energy high all night! 🍕🥤 🕕 Doors open for networking at 18:00 🎤 The first talk kicks off at 18:30 🚪 Wrapping up at 20:30

## Allies of Women in Data & AI A panel discussion spotlighting women’s careers in data & AI. **📍 Venue:** [Datatonic](https://datatonic.com/) HQ **🎙️ Panellists:** * [Hazal Muhtar (Wise)](https://www.linkedin.com/in/hazalmuhtar/) * [Laura Lewis (Monzo)](https://www.linkedin.com/in/lauralewisuk/) * [Josie Williams (Global)](https://www.linkedin.com/in/josiewilliams/) * [Lina Mikolajczyk (Venatus)](https://www.linkedin.com/in/linajczyk/) **🎤 Compere:** [Adam Dathi](https://www.linkedin.com/in/adam-dathi-384a4329/) Event & Afterparty Sponsor: [Meltano](https://meltano.com/) This event centres the real career journeys of women working in data and AI — from breaking in, to navigating challenges, to stepping into leadership. Through an open, honest panel discussion, our speakers will share: * The realities of building a career in data & AI * Barriers they’ve faced (and how they’ve worked around them) * Practical advice for women aspiring to senior and leadership roles The panel will be followed by an audience Q&A and relaxed, meaningful networking with women in data & AI and the allies who support them. *** ### Why this event exists Despite progress, women are still underrepresented in data & AI leadership. This event is about visibility, learning from lived experience, and creating space for better conversations. Delivered in collaboration with [Stacked Pathways](https://cognifysearch.com/stackedpathways/), a free mentoring initiative for women working in Data & AI, organised by [Cognify](https://cognifysearch.com/). *** **Who should attend** * Women working in (or moving into) data & AI * Allies who want to listen, learn, and actively support change

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **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

**Understanding the Columbus Housing Market: Let’s Talk Downsizing for Seniors** Understanding the Market to Make Your Best Move Yet Thinking about downsizing or helping a parent prepare for a move? Join us for a friendly, educational seminar designed specifically for seniors in Central Ohio. We’ll break down what’s happening in today’s Columbus housing market, explore timing and planning for downsizing, and discuss easy ways to prepare a longtime home for sale—without overwhelm. You’ll also learn about low‑maintenance housing options, financial considerations, and simple steps to make your next move smooth and stress‑free. This is a relaxed, no‑pressure event where you can ask questions and get practical advice tailored to seniors and their families. Hosted by: Katie McCartney, Broker & Senior Real Estate Specialist® (SRES)

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 **Abstract** TBD **YouTube Link** TBA

**🌹 Virtual Speed Dating for First Timers – Meet Fort Wayne Singles with Ease!** **🚨 ACTION NEEDED: RSVP Is Just the First Step!** To actually attend, you need to sign up through your age group link below and finish the personality quiz. **Places are capped** and we expect to fill up – register now! **📋 Find Your Age Range Below to Register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=390&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=mosaic-mates-empowered-singles&ar=18-32&face_v=19.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=390&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=mosaic-mates-empowered-singles&ar=30-46&face_v=19.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=390&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=mosaic-mates-empowered-singles&ar=40-58&face_v=19.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=390&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=mosaic-mates-empowered-singles&ar=55+&face_v=19.0) --- 🎉 **Up for something fresh from the comfort of your home?** Let's do this! Virtual speed dating is ideal for newcomers. Connect with like-minded local singles right from your own home – zero pressure, no packed venues, just authentic connections in a welcoming, safe space. 🎯 **Perfect for:** - Newcomers looking for a safe space to build dating confidence - Singles looking for a secure, comfortable virtual environment - Anyone after a fun, organised way to meet new people **Event Details** - **Format:** Online Zoom session – intimate atmosphere, professional hosting - **Location:** Wherever you’re most relaxed – that’s your date spot tonight - **Host:** Experienced speed dating host with a knack for putting newcomers at ease - **Vibe:** A cosy, supportive atmosphere where Fort Wayne singles open up with ease - **Privacy:** Your contact details are never shared without mutual agreement - **Dress code:** Smart casual – look sharp, feel great! - **Duration:** About 1 to 1.5 hours – plenty of time to meet great people without going too long - **Atmosphere:** Positive, inclusive, and completely judgement-free **How It Works** 1. **Select Your Session** – Pick the age group that suits you and claim your spot. 2. **Answer a Few Quick Questions** – Our quiz helps pair you with compatible Fort Wayne singles. 3. **Jump on Zoom** – Your host will greet you and guide you through everything. 4. **Date from Home** – Have real, meaningful mini-dates with Fort Wayne singles – all from your sofa. 5. **Match Results** – Find out who you clicked with. If the interest is mutual, we’ll connect you! 💡 **Heads up:** The strongest connections happen when you’re genuinely curious about the other person. **Frequently Asked Questions** **How long are the conversations?** Each round lasts a few minutes – long enough to feel a spark, short enough to keep things exciting! **What's the personality quiz for?** It helps us pair you with compatible people so your conversations are more likely to hit it off! --- ✨ No need to stress about meeting in person – discover real connections from your own space! Someone’s waiting for you! 🥰 ✨

Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems: * Using running totals * Performing operations in intervals * Identifying data gaps and islands * Performing aggregates without losing detail Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.

**Complex Trauma Support Group** Our group is intended for survivors of complex trauma. If you are here, it’s likely that so much of who you are and what you have experienced in this life is actually invisible to most people––to family, society, coworkers, and the people who are around you. We are a peer-led group of survivors creating opportunities for ourselves and others to share our experiences, share support, and build relationships in kind community together. Survivor experiences might include: child sexual abuse, incest, child trafficking, and other experiences of people living with traumatic dissociation and complex PTSD. **What to expect at your first meeting:** Currently, we are offering a bi-monthly in person group at 2:00pm on the first and third Sunday of the month. The only criterion for joining the group is that you are a survivor of trauma wishing to have more kindness in your own life and share kindness with others, and that you agree to practice to group’s relational agreements available for view here: https://www.kindgroups.com/agreements. Joining the group is free of charge. We ask that new people connect with us for 30 minutes on the phone or on zoom before coming to their first group, so that we can determine together that we are a good fit. Our meetings last approximately 90 minutes. Participants are never required to share. You’re also welcome to choose a pseudonym and you will never be asked for private information. You are welcome to leave at any time. The kindness that survivors can share when among others who have survived similar childhood experiences is something we rarely get to experience. Time spent with others who understand even a little bit more about us is a relief. Our hope is to help ourselves and others experience that we are not alone. We wish for our efforts to be a cause of kindness in our own lives and the lives of each other. You can read more about the groups at www.kindgroups.com.

**Google Analytics Alternatives** Is it finally time to make the switch away from Google Analytics? Two-and-a-half years ago Jason Packer asked this question at Columbus Web Analytics Wednesday. Since then: Google’s Universal Analytics has been sunset, we’ve changed our name to Columbus Data & Analytics Wednesday, and Jason has released two editions of his book “Google Analytics Alternatives”. Fresh off the release of the 2nd edition of his book, we thought it was time to re-open this conversation. While people love to complain about it, GA’s market share has remained relatively constant (at least in the United States). Why is that? You won’t find any complaints about GA4 in this talk, but rather an overview of what’s currently available in the market and how to frame your decision-making process. We’ll also be giving out some free copies of Jason’s book! So even if you’ve got a “GA4Lyfe” tattoo (no judgement), there’s free books to go with the free pizza and beer. 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)