Cloud Infrastructure

Join us on February 25th for talks from engineers at **Nebius, Fireworks AI,** **Together AI** and **Cerebras** \- four companies working on distinct approaches to AI infrastructure\, from cloud\-native training platforms to custom silicon\. Topics: * **Nebius** \- Tips and tricks for Training High\-Performance Speculators by Filipp Fisin * **Fireworks AI** \- LLM evaluations and closing the benchmark\-to\-production gap by Shaunak Godbole * **Cerebras -** Technology underpinning the fastest inference by Dmitry Gaynullin * **Together AI** \- Road to 5M Sequence Length: Breaking Memory Barriers in Context Parallelism by Max Ryabinin If you’d like to give a talk or become a partner for one of the upcoming meetups, message [https://www.linkedin.com/in/fedorshabashev/](https://www.linkedin.com/in/fedorshabashev/) or [https://www.linkedin.com/in/kirzharov/](https://www.linkedin.com/in/kirzharov/) In the meantime, you can watch the previously recorded talks: [https://youtube.com/@londonpytorchmeetup](https://youtube.com/@londonpytorchmeetup) Please subscribe to our channel! ❤️

In 2026, AI chatbots are no longer just "nice-to-have" features, they are the primary interface for our customers and global workforces. But as we scale, the stakes have shifted. It’s no longer just about "can we build it?" but "how do we govern it responsibly?" Let me guide you through AI Ethics & Governance specifically for those of you in the trenches of product development. We’re moving beyond compliance as a "chore" and reframing it as a competitive advantage. From implementing frameworks like NIST, through compliance with the EU AI Act, to mitigating bias, we explore how Product Owners, Product Managers, and Software Engineers can build "Trustworthy AI" that scales. Don’t let ethics be an afterthought, make it your product’s superpower. Let’s lead the era of building AI that isn't just smart, but right. Agenda --- Speakers Khrystyna Shparyk - GitProtect.io (Partnership & Alliances Manager) Being a Partner manager and Atlassian Community Leader based in Kyiv I am deeply passionate about building strong, collaborative partnerships within the Atlassian ecosystem. In my role, I manage relationships with a diverse range of Atlassian partners—including Solution Partners, Technology Partners, and Marketplace Vendors—helping to foster growth and innovation in the Atlassian community. Derek Vaughan Hosted By Stuart Capel, Head of Technical Delivery Head of Technical Delivery at TiPJAR / Atlassian Community Leader / PMP Jay O., Service Desk Manager Bruce Cullen, Director of Products I am Director of Products and Community at Rimo3, driving product & marketing strategy and go to market for our Workspace360 suite of tools making endpoint management a breeze. In past lives I have been a Director of Products building dashboarding software, x2 founder of companies in integrations and reporting and before then I worked as a delivery manager, running multiple projects in parallel and delivering software projects in teams of up to 500 engineers spanning the globe Abigail Adewoyin, Technical Application Specialist --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-london-presents-youre-in-the-cloud-but-is-your-jira-amp-bitbucket-data-really-safe/.

Join us **the night before Elastic{ON} London** for an exclusive meetup, a perfect warm-up to the big day ahead! This is your chance to connect with the Elastic community, mingle with fellow attendees, and get energized for a full day of presentations at Elastic{ON} London. Don’t miss out! Register for the meetup and make sure you’ve also signed up for [Elastic{ON} London](https://www.elastic.co/events/elasticon/london) as well to experience a full day of learning and networking! 📅**Date and Time:** Wednesday, February 25, from 6:00-8:30 PM 📍**Location:** Davidson Building Address: 1st floor, 5 Southampton St, London WC2E 7HA Note: please use Exeter St entrance as the main entrance is closed after 6pm **Agenda:** * 6:00 pm: Doors open; say hi and eat some food * 6:30 pm: #Talk 1 - Re-thinking significant term discovery Mark Harwood - Ex-Elastic Core Developer and Lucene committer * 7:00 pm: Q&A * 7:10 pm: #Talk 2 - From Specs to Play: How I Built a Generative AI Game with Elastic + Microsoft AI Mike Richter - Principal Partner Solution Architect at Microsoft * 7:30 pm: Q&A * 7:40 pm: Networking and event wrap-up * 8:30 pm: Event close If you’re a long-time Elastic user or just starting your journey, this is the perfect opportunity to share ideas, meet new people, and get inspired. Invite your friends and RSVP on this page! **⚡️ Interested in giving a talk? ⚡️** Have you ever considered presenting on your Elastic use case? We welcome 5-10 minute lightning talks, 45-minute deep dives, and everything in between. If you're interested, please submit via our [CFP](https://sessionize.com/elastic-meetups/) or send us an email at [meetups@elastic.co.](http://meetups@elastic.co./)

Join OverBoard to play the brilliant social deduction game Blood on the Clocktower in person at the brand new board game cafe Otter Chaos in Brixton. If you haven’t heard of Blood on the Clocktower before it is an evolution of classic party games like Mafia/Werewolf where a hidden evil team takes on the good team by lying and killing. The good team has a few tricks up their sleeve but will have to work together to deduce who the evil doers are in their midst. **This is a beginner friendly event so no experience with the game is necessary.** Please note that a gaming cover charge of \~£5 will be payable by each attendee to the venue so that we can make use of the space. We also encourage you to buy food and drink from the bar so we are supporting the business (I can highly recommend their pizzas!) If you want to know more about the rules of the game check out this video: https://www.youtube.com/watch?v=M-aZP47Nm9g

Tech Built World returns to tackle oversaturation in Construction Tech - from the sheer volume of tools flooding the market to choice paralysis, AI hype confusion, and why adoption remains frustratingly low. We'll explore the different flavours of tech available (big tech platforms, ConTech startups, everyday tools, proprietary in-house solutions, and even the informal tech people use on site) and why the industry struggles to take the plunge despite it being simpler than most people think. Our guide is Alex Sivokhin, Director and BIM Manager at VirTex and member of buildingSMART International. Alex will share his experiences from both sides of the fence - building automation tools and implementing tech at major firms like Bilfinger Engineering. He'll give us insight into why the value of tech isn't being appreciated and what it takes to cut through the noise. Don't miss the Discussion Time where everyone shares their thoughts on adoption barriers, cultural resistance, and whether we're overthinking this whole thing. We're eager to hear your perspectives. Here's the essentials: Futureheads, Work.Life, 120 Aldersgate St, EC1A 4JQ Doors Open: 6:30pm ⏰ Event Start: 7:00pm Get ready for an evening of honest conversations, fresh connections (new and familiar faces always welcome) and brilliant food and drinks thanks to Futureheads ❤️❤️❤️. ### **THE THEME- CONTECH IS... OVERSATURATED?** Construction tech is drowning in options. Big tech platforms, ConTech startups, everyday tools, proprietary solutions built by in-house innovation teams, and even the informal tech people cobble together on site. The sheer volume is staggering. The problem? People aren't adopting any of it. Choice paralysis has set in. AI hype adds to the confusion - everyone's shouting about what their tools do but nobody knows what AI means anymore or which tools deliver real value versus empty promises. The industry is too big, too lumbering, and culturally resistant to change. People think adoption is complicated when it's simpler than they realise. The value isn't being appreciated because results take time and the effort feels overwhelming. So we're stuck. Bombarded with options but frozen in place. The tech exists but nobody's brave enough to take the dive and start using it. Join us as we explore whether ConTech is genuinely oversaturated or whether we just need to stop overthinking and start doing. **\-\-\- THE SPEAKER \- ALEX SIVOKHIN \-\-\-** Alex Sivokhin is the Director and BIM Manager at VirTex, where he creates BIM automation solutions for clients globally. He works closely with architects, engineering consultancies, real estate developers, and manufacturers. As a Product Domain Volunteer at buildingSMART International and Mentor at Women in BIM, he advances digitalisation and supports emerging talent in the AEC sector. Alex is fourth generation in the construction industry. Before moving into BIM and tech, he worked hands-on as a land surveyor, structural engineer, and site engineer. He later became a BIM Coordinator and Project Manager at Bilfinger Engineering (a major industrial services firm with 30,000 employees and €4.5 billion revenue), implementing BIM technology and automation on large-scale infrastructure projects across Central and Eastern Europe. His experience spans from the ground up - from site work to building tech products and driving adoption in traditional construction firms. Through his weekly newsletter Digital Construction Digest, he tracks the AEC digitalisation landscape and shares insights on automation, AI, and industry trends. LinkedIn Profile: https://www.linkedin.com/in/aleksandr-sivokhin/ **\-\-\- ABOUT TECH BUILT WORLD \-\-\-** Tech Built World, the world's first construction tech specific meetup for product people, aims to highlight ConTech's potential and human-centricity. Unlike other meetups, we feature a keynote speaker and workshop-style discussions to foster informed dialogue so all attendees always get an opportunity to contribute their hot takes. Despite the construction industry's significant size and profitability, its slow tech adoption presents disruption opportunities. Our community of Product Managers, UX Designers, Developers, Product Owners and Founders are people passionate about accelerating change in ConTech. Even if you're unfamiliar with ConTech, you're welcome to join us in envisioning the future - exciting eh?!

**Please note this is an offline event with limited space. RSVP only if you will be able to attend in person. If you want to watch the live streaming, please RSVP to our [online meetup](https://www.meetup.com/producttank-london/events/313347025/?eventOrigin=group_events_list),** **\-\-\-\-\-\-\-** Join us for an exciting panel discussion at the next ProductTank London event on **Navigating the transition to a product-first operating model: leveraging AI to make faster and smarter decisions.** **Our speakers:** **[Alex Stergiou](https://www.linkedin.com/in/alex-stergiou-30465a67/)** - **Product Success Partner** Alex Stergiou is a transformation and product leader with nearly two decades of experience in complex sales and service organisations, primarily at BT and now in a high‑growth SaaS environment. He has led cross‑functional squads and business analysis teams to deliver major broadband, TV and converged product transformations, and more recently has rolled out Productboard and modern demand planning practices across BT Business. In his current Product Success role, he helps enterprises evolve their product operating models and unlock value from product tooling and AI‑enabled ways of working. **[James Reynolds](https://www.linkedin.com/in/jamesreyno/)** - **Director** A product leader with huge experience in Telco across roles in marketing, engineering and digital, covering consumer and business in multi national organisations. I love telco as it's the fabric that underpins all our digital lives. I'm passionate about the power of product to solve problems and excited about the possibilities AI brings. Away from work I taxi my 3 kids around, go on dog walks and follow Arsenal. **[Simon Evatt](https://www.linkedin.com/in/simonevatt/)**[ ](https://www.linkedin.com/in/simonevatt/)- **Digital Director** Simon Evatt, Digital Director is responsible for BT, EE and Plusnet digital journeys and experiences across Service and Sales channels, along with tools and tech in our Contact Centres and Retail stores. **[Amanda Ho](https://www.linkedin.com/in/amanda-ho-uk/) \- Product Manager**, will be our host for the evening. This event is sponsored by [Productboard](https://www.linkedin.com/company/productboard/) **Location:** EE, 1 Braham St, London, E1 8EE **Timings:** 6:30 - Doors open 7:00 - Talk starts / streaming starts 8:00 - Q&A 8:30 - Q&A Finish 9:00 - Close Please note that the event will be live-streamed on our YouTube channel, and images taken throughout the evening may be shared on our social media platforms. To keep up-to-date with our upcoming talks, follow our [LinkedIn page](https://www.linkedin.com/company/producttanklondon) and our [YouTube channel.](https://www.youtube.com/c/MindtheProductTV) \-\-\-\-\-\-\-\- By attending this event, you agree to give permission for any photos taken during the event to be used for promotional purposes, give permission for your name and surname to be used for registration purposes, and agree to be contacted by email by ProductTank and Productboard.

## DevOps Society Meetup with EDF **Location:** EDF UK, Nova North, 11 Bressenden Place London, SW1E 5BY **Time:** Doors open at 6PM **Drinks, snacks, talks, and networking.** We’re excited to invite you to our first in-person **DevOps Society Meetup** of 2026, proudly **sponsored by EDF**. This event brings together the DevOps, SRE, and cloud engineering community for an evening of honest conversations, real-world lessons, and networking with people who’ve actually done the work. A huge thank you to **EDF** for sponsoring the event and for providing the venue, refreshments, and support for our community. *** ## ️ Format of the Meetup: 6:00pm – 6:30pm — Networking on arrival, with food and drinks provided by EDF 6:30pm – 7:10pm — First speaker + Q&A 7:10pm – 7:20pm — Break for refreshments and networking 7:20pm – 8:00pm — Second speaker + Q&A 8:00pm onwards — More networking at the venue, then at a nearby pub. *Timings can vary slightly depending on Q&A.* *** We’re delighted to welcome **two fantastic speakers** to this EDF-hosted DevOps Society meetup. *** ## SPEAKER 1 – Steve Bowerman **Principal Software Engineer, EDF** ### Bio Steve is a technologist and thought leader with **25 years in the industry**, including **20 years in the utilities sector**, spanning startups through to large, established enterprises. Since stepping into the role of **Principal Software Engineer at EDF**, Steve has played a key role in reviewing and overhauling EDF’s approach to software engineering - bringing critical capabilities in-house and aligning teams with modern **DevOps and SRE principles**. His work focuses on long-term, sustainable transformation rather than tooling churn, helping large organisations evolve how they build, operate, and scale software. *** ### Talk Title **Rebooting the Enterprise: The DevOps Way** ### Talk Intro Building a DevOps mindset in a startup is relatively easy - it’s often the default DNA of modern engineering teams. Doing the same in a **large enterprise** is a very different challenge. In this talk, Steve will take you through **five years of transformation in 15 minutes**. He’ll share how EDF approached enterprise DevOps adoption, where things failed (and why), what ultimately worked, and the lessons learned along the way. Spoiler: **technology was the least difficult part**. This session is ideal for engineers, platform teams, and leaders working in complex organisations who want a realistic view of what enterprise DevOps transformation actually looks like. *** ## SPEAKER 2 – Matteo Emili **Director of Software Engineering, Avanade** **Bio** Matteo Emili is a Director of Software Engineering at Avanade UK and Ireland, leading the talent in Software Engineering and always looking at new ways of applying technology to solve business problems. He is a passionate Agile advocate and a technologist at heart, a Cloud Architect who is always driven by using technology as a vehicle for change and continuous improvement. A Microsoft MVP since 2010 (currently in the Azure DevOps and GitHub category), he enjoys sharing back as much as he can with the worldwide technical communities – especially within Agile and DevOps. He has founded several User Groups around Europe and he is a regular speaker at meetups and conferences. ### Talk Title **From Vibe Coding to Agentic Engineering: A Step-by-Step Guide** ### Talk Bio AI-augmented software development is evolving. What started as *“vibe coding”* \- intuition\-driven\, creative experimentation with AI \- is now moving toward **agentic engineering**, a more governed and intentional approach where AI agents actively collaborate with developers while enforcing best practices and organisational standards. In this session, Matteo explores how teams can transition from unstructured AI experimentation to **agentic workflows** that balance creativity with accountability. You’ll learn how agentic engineering enables: * Faster development without sacrificing quality * Built-in governance and standards * AI collaboration that scales across teams * A practical path from experimentation to production-ready AI-assisted engineering This talk offers a clear, pragmatic view of how AI will reshape software engineering in the years ahead - and how teams can adopt it responsibly. *** Please **RSVP to secure your spot**. Spaces are limited and available on a **first-come, first-served** basis. We’re really looking forward to getting the community back together again for our first event of 2026. [Our slack community](https://join.slack.com/t/devopssociety/shared_invite/zt-3mswuylw7-MhJg1IZ70rX_GpJTluG2Cw) \- join in and introduce yourself\! [Our Youtube Channel ](https://www.youtube.com/@DevOpsSociety)for regular podcasts with DevOps professionals + more DevOps content. [Website](https://thedevopsociety.com/) [To partner with us](https://thedevopsociety.com/partnerships) EDF website - https://www.edfenergy.com/ Thanks! From the DevOps Society team [Ben](https://www.linkedin.com/in/benwhitmarsh/) and [Vytas](https://www.linkedin.com/in/vytasdevops/)

**Google Cloud enthusiasts!** **We at Go Reply, Reply’s team of Google Cloud specialists, are thrilled to host our first Quarterly Reply Google Techie Meetup in our London office — a space for developers, architects, and tech leaders to come together and dive into what’s new and next on Google Cloud.** **What to expect :** ### **The Rise of Agentic AI on Google Cloud** **AI is making the leap from tool to teammate. While traditional generative models laid the groundwork for synthesising information, agentic AI is now emerging as a technology with the potential to truly revolutionise industries. These are systems designed to reason, set goals, and execute multi-step tasks with minimal manual intervention. In this session, we’ll explore the fundamental shift toward autonomy in the AI landscape, and dive into how Google Cloud provides the infrastructure to build, deploy, scale, and get the most out of these sophisticated agents.** ### **Trends in 2026** **The year has only just begun but the Google Cloud ecosystem is evolving faster than ever. We have moved beyond the era of simple cloud migration and into an age of constant adaptation, where the ability to integrate advanced technologies into core operations is the new baseline for success. Join us for a high-impact session where we break down the most significant Google Cloud trends of the year and take a look at the hot topics you need to know to navigate the 2026 landscape with confidence.**

Hello and welcome to our next **GenAI UK x Cloud Native & Open-Source AI** meetup. This event brings together engineers, practitioners, builders, and leaders working across cloud-native platforms, open-source ecosystems, Gen AI, Data and Agentic AI. Our meetups are friendly, welcoming, and community-driven; everyone is welcome, whether you’re experienced or just curious. This session will include practitioner talks, demos, Q&A, and time for networking with like-minded peers. We run bi-monthly in-person meetups in London, bi-monthly online global events, and regional chapters across the UK, North America, and APAC. Food and refreshments will be provided for in-person events where a host venue is supporting. We are delighted to host this event in **London** on the **26th of February** with Netmind AI NetMind XYZ ([https://xyz.netmind.ai/](https://xyz.netmind.ai/)) is NetMind.AI's new agent platform where you can create your agents with just natural language. Agents on NetMind XYZ can now join moltbook. **Speakers and Sessions:** Speaker: Xiangpeng Wan, Product Lead at Netmind.AI Session Title: Gamifying Intelligence: Deploying Your Agents into the Arena Description: Got a custom agent built on Open Canvas or a unique ReAct loop? It’s time to see how it performs under pressure. Arena is an open-source sandbox where agents compete in multi-player environments—ranging from tactical "client poaching" simulations to high-stakes logic games. Speaker: Frank Contrepois, Independent FinOps Voice at Coblan Session Title: Coding standards - back to basics Description: In this session, I’ll walk through the coding standards behind the FinOps Toolkit and show how a few strict constraints unlock surprising flexibility at scale. The toolkit is unapologetically command-line-first and modeled on mature Unix-style ecosystems. **Agenda (GMT /UK ):** * 18:00: Welcome and refreshments * 18:30: Introduction - Ethan Sumner * 18:35: Xiangpeng Wan * 19:10: Break * 19:20: Frank Contrepois * 19:55: Close and Networking **Get Involved:** We are always keen to hear from: • Speakers — case studies, engineering deep dives, lessons learned, open-source talks • Hosts — organisations able to provide space for future meetups • Sponsors — support with refreshments, marketing, or accessibility If you would like to speak, sponsor, or host a future event, please get in touch with **[Ethan Sumner](https://www.linkedin.com/in/ethansumner404/)**[ ](https://www.linkedin.com/in/ethansumner404/)via LinkedIn. You can find our YouTube Channel **[here.](https://www.youtube.com/@CommunityStackHQ)** This community forms part of the **[Community Stack ecosystem](https://www.meetup.com/pro/generative-ai-uk-community/)**[ ](https://www.meetup.com/pro/generative-ai-uk-community/)and follows the Community Stack Code of Conduct to ensure a respectful, inclusive, and welcoming environment for all attendees.

**Please register on [Eventbrite](https://www.eventbrite.co.uk/e/ljc-meetup-at-capital-one-tickets-1981939102207) to join this event.** **About this event** LJC Meet-ups is a new series of events, aimed at giving all Community members an opportunity to present at an LJC event. Join us on 26th February 2026 for a London Java Community meetup hosted at Capital One. This event brings together practitioners exploring what it means to build modern, cloud‑native platforms and work effectively with AI‑powered development tools. As cloud adoption matures and AI coding agents become embedded in engineering workflows, this evening focuses on two critical themes: architecting for cloud‑native efficiency and leveraging AI agents more effectively in real‑world development. **Talk 1 – Tom Clifford‑Clarke, Lead Software Development Engineer at Capital One** *Keeping our heads in the cloud, using AI agents on the ground* Many organisations operate entirely in the cloud — but far fewer are truly cloud‑native. As architectures evolve and AI becomes a core concern, the gap between “running in the cloud” and “optimising for it” becomes increasingly costly. Tom explores why robust architectural patterns and standards are non‑negotiable today. Drawing on Capital One’s journey, he’ll cover practical approaches to Event‑Driven Architecture, serverless adoption, and service cataloguing strategies that unlock scalability, efficiency, and AI readiness — while improving the developer experience. **Talk 2 – Steve Poole, Community Director at LJC** *AI-Assisted Development and the New Risk Surface* AI-assisted coding is now a standard part of development. It accelerates delivery and reduces friction, but it also changes how risk enters our codebases. AI models replicate patterns at scale, including insecure defaults, outdated practices, and subtle flaws. In some cases, attackers can influence public training data or open-source projects, allowing weaknesses to spread quietly through tools and libraries developers trust. This talk looks at how AI-generated code fits into the modern software supply chain, and how speed, automation, and trust can be exploited. We'll examine how vulnerabilities slip past reviews, why unvetted AI output can bypass safeguards, and what these failures look like in real systems. With real-world examples, we'll focus on practical ways to review, test, and integrate AI-generated code responsibly. Strengthening your workflow instead of undermining it. AI isn't the problem. Unexamined automation is. The goal is not fear, but sharper judgment about when AI is helping, and when it needs a closer look. **Speaker Bios** **Tom Clifford‑Clarke** Lead Software Development Engineer at Capital One. Tom’s background spans large‑scale corporate software, end‑user products, and custom delivery tooling. He now focuses on cloud productivity engineering — improving developer experience and enabling teams to build high‑quality software at a sustainable pace. LinkedIn: [https://www.linkedin.com/in/tbc2/](https://www.linkedin.com/in/tbc2/) **Steve Poole** Community Director for the London Java Community. Steve is a Developer Advocate, DevOps practitioner and a long time Java developer, leader and evangelist. He’s been working on Java SDKs and JVMs since Java was less than one year old. Linkedin: [https://www.linkedin.com/in/noregressions/](https://www.linkedin.com/in/noregressions/) Huge thanks to our friends at **Capital One** for sponsoring this event and supporting our Community. This event is organised by RecWorks on behalf of the London Java Community. The London Java Community is sponsored by Hazelcast, Neo4j, Redis, and Discover

In February, we are taking a look at what is happening with agentic AI and data pipelines 🙌 Join us in lively Hoxton as we learn from Carmen's and Laura's learning from real-world experiences with agentic AI systems in data pipelines. We are running this event in collaboration with **[Sahaj Software](http://www.sahaj.ai)**. **6pm:** Doors Open **6:30pm:** Talks Start 🗣️The Speakers🗣️ ***Beyond the Hype: Practical AI for Real-World Data Engineering Time Sinks*** ***Carmen Mardiros, Solution Consultant at*** ***[Sahaj Software](https://www.sahaj.ai/)*** ***([Carmen's LinkedIn](https://www.linkedin.com/in/carmenmardiros/))*** ***Abstract*:** While the world is obsessed with agentic self-healing ETL pipelines, data engineers everywhere still spend hours upon hours on the same tasks as before -- debugging failing tests, exposing new fields into pipelines, navigating schema changes, QA-ing data and business logic. In this session we'll look at some practical examples from the trenches around how to shrink those time sinks using AI coding assistants so that you can spend more time on what really matters. Examples are dbt-based and Claude Code but accompanied by core tenets applicable to any stack and any coding assistant. ***Carmen's Bio:*** Carmen Mardiros has worked around analytics and data for 15 years. Her experience covers areas such as Data architecture design and implementation and has worked in roles that cover Data Strategist, Lead Data Engineer, Data Warehouse Architect, Tracking Developer, Product/Project Manager, Technical BA, Insight Analyst, Data Modeller. ***Agentic AI for Data Pipelines: Our Good, Bad, and Ugly Learnings*** ***Laura Bogaert, Co-Founder and COO at [Tracer.cloud](https://www.tracer.cloud/)*** ***([Laura's LinkedIn](https://www.linkedin.com/in/laura-bogaert/))*** ***Abstract:*** As teams move from single models to agentic systems, data pipelines present a uniquely hard production challenge: failures are distributed, context is fragmented, and root-cause analysis is slow. This talk shares practical learnings from building agentic AI systems for troubleshooting real-world data pipelines, including what worked, what didn’t, and why data ontology and context management are critical. Attendees will leave with concrete insights into designing agentic architectures that actually hold up in production. ***Laura's Bio:*** Laura is a co-founder of [Tracer.cloud](http://tracer.cloud/), where she works on building agentic AI systems for alert investigation in production data pipelines across industries. She started her career at McKinsey as part of the fintech and biopharmaceutical team working on AI strategy and M&A. She holds a BSc from University College London and a MSc from Oxford University. **8pm:** Talks finish. We have the space for networking until 9pm. There will be a short break between the talks. Afterwards, we may head to a pub to continue chatting. You can sign up by subscribing to this event 🚨**IMPORTANT**: Please make sure to have a ***valid form of ID***. See you all on the 26th February🤩 Happy Networking 🍻 **About our collaborators**: [Sahaj](https://www.sahaj.ai/) is an artisanal technology services company crafting purpose-built AI and data-led solutions for our clients. By attending this event, you agree to abide by our rules of conduct: * Respect others' opinions which may differ from your own. * Keep it appropriate - no harassment of fellow attendees will be tolerated. * If you see something or have a complaint, please reach out to one of the organisers on LinkedIn or email events@dataengineerslondon.com.

Over the past year, generative AI has gone from novelty to infrastructure. But while most people are still treating tools like ChatGPT as clever calculators, a small group are quietly rebuilding how they work around agentic systems, automated workflows, and personal knowledge bases. This talk is for anyone who suspects there is a big gap between “using AI” and actually being at the frontier. In this session, our own host Dr Manuel Corpas will share **10 concrete patterns** he has used to build a personal AI stack that now runs 24/7 alongside his research and teaching. Rather than a product demo or a hype talk, this will be a practitioner’s tour of what changes when you move away from simply ad-hoc promptings. Manuel will keep the examples grounded in genomics, health data and academic work, with patterns directly transferable to industry, clinical and data‑intensive roles. There will be time for Q&A and informal discussion afterwards (as usual, we’ll migrate to the pub after the main session). **About the speaker** Dr Manuel Corpas is a globally recognized genomicist and health data scientist whose work has advanced the frontiers of equity in precision medicine. His research spans population genomics, pharmacogenomics, and biobanking, with a longstanding commitment to underserved and underrepresented populations. As President of the Spanish Congress of Genomic Medicine, he leads the largest Spanish-speaking platform for genomic health equity. He has been a driving force behind major sequencing efforts such as the Peruvian Genome Project, which expands global reference datasets to include diverse Indigenous and Latin American populations. He has contributed to widely adopted clinical and open‑source tools, including DECIPHER for rare disease diagnosis and BioJS for genomic data visualization. Approximate schedule (@University of Westminster – Cavendish Campus): * 18:30 – doors open * 18:45 – chitchat, announcements * 19:00 – talk starts * 19:45 – talk ends, adjourn to pub Please RSVP at least the day before, and make sure your Meetup name is recognisable (e.g. “J Smith” rather than “weaselstabber”) so reception can match you to the attendee list and direct you to the room.

**Be part of the next Londroid event on Thursday, 26th February 2026, hosted by Vonage.** Spend the evening enjoying Android talks, conversation and community. Expect engaging sessions, the chance to meet others working in Android, and an opportunity to speak with the Vonage team. After the event, we’ll head to **The Fox** for post-event drinks and further conversation. **Tickets:** We have 100 tickets available. Don’t miss out. Follow us on Twitter and LinkedIn for updates. **Schedule:** 18:00 – Doors open & registration 18:30 – Welcome from Londroid and Vonage 18:45 – Zachary Powell - *Beyond the Smartphone: Android’s Identity Crisis in 2026* 19:30 – Nicola Corti – *What I Learned from Publishing Libraries to Maven Central for 10 Years* 20:15 – Q&A and socialising 20:30 – Drinks at The Fox **Our Hosts and Sponsors** **Vonage** Vonage is a cloud communications platform that enables developers to integrate voice, video, and messaging into their applications using communication and network APIs. Whether you’re building video calls, creating a chatbot, or working with programmable phone numbers, Vonage provides the tools to make it happen **Novoda** Novoda is a digital product agency dedicated to building high-quality software. Their team of engineers helps companies scale, modernise and improve their development practices to deliver exceptional digital experiences. Join us for an evening of learning, collaboration and community. We look forward to seeing you there.

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

The global Azure community is coming together again, and Columbus is officially on the map. On **Saturday, April 18, 2026**, the Azure Columbus Meetup is 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 We’re lining up a strong set of speakers from the local and regional Azure community. Speaker announcements coming soon! **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!

Excited to share that AWS Cloud Club's first meeting will take place on Thursday, February 26th at 5pm - 6pm! We’re collaborating with [Big Data & Analytics Association](https://www.linkedin.com/company/big-data-analytics-association/) to host [Alok Jha](https://www.linkedin.com/in/alok-jha-42abb928/), Head of Product Management for AWS Intelligent Application Protection at Amazon Web Services, for a tech talk + Q&A on his journey in leading cutting-edge innovation in industry. If you’re interested in cloud, cybersecurity, AI, or product management, this is a session you won’t want to miss. Make sure to join our Meetup and GroupMe to stay up to date for future events and collabs!

Topic to be announced! **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

We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.

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

Google is leading the AI revolution—don't miss your chance to stay ahead of the curve. Join GDG Cloud Indy for an immersive session where we bridge the gap between AI experimentation and enterprise production. We are thrilled to feature two expert-led deep dives into the Google AI ecosystem, designed for Cloud Architects, Developers, and AI enthusiasts alike. **The Lineup:** **11:00 AM \|** **Getting Started with Google Gemini** Speaker: Vaidehi S. Tripathi\*\*,\*\* Cloud Advisor, GDE, GDG Organizer (Cloud Indy) Focus: A walk-through of Gemini and multimodal models to boost daily productivity. **11:30 AM \|** **Google AI Studio vs. Vertex AI: The Path to GenAI** Speaker: Olga Scrivner, PhD, Google Cloud & GenAI Leader, WTM Ambassador, IEEE Humanitarian Tech Chair (Indy) Focus: Navigating the journey from rapid prototyping in AI Studio to production-ready deployments in Vertex AI. **The Perks:** Exclusive GDG Swag for attendees! Pizza & Soft Drinks (for in-person guests). Networking & Q&A with local industry leaders. **Meeting Link:** meet.google.com/wia-ygtn-fmc Also, Check our Meetup page at https://www.meetup.com/gdgcloudindy/ See you there! This is a hybrid event. Join the event virtually at: https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-level-up-your-ai-game-with-google-gemini/ or in person at: Zionsville Town Hall - 1100 West Oak Street Zionsville, 46077 *** *** **About the Speakers :** **Olga Scrivner -** PhD\*\*,\*\* a certified Google Cloud and GenAI Leader, IEEE Humanitarian Technologies Chair (Central Indiana), and Women Tech Makers Ambassador In this talk, we’ll walk through Google’s primary generative AI platforms: **Google AI Studio** and **Vertex AI**. We’ll explore what each tool is designed for and how developers typically begin their journey with Google’s AI ecosystem. Using **Google AI Studio**, we’ll demonstrate how you can experiment with Google’s **Gemini models** to create and test ideas, from text generation to image and video creation. We’ll also discuss how these early experiments can later connect to **Vertex AI** for production use cases. **Vaidehi Tripathi** \- Elevance Health \(Cloud Advisor\) Founder and Organizer GDG Cloud Indy. Google Developer Expert-GDE. Vaidehi is a Cloud Advisor at Elevance Health (Formally Anthem) and before that worked as Solution Architecture Manager in Accenture focused on designing solution based on Google Cloud Platform. Vaidehi is a Google certified Architect, Data, Network, Security, Developer, DevOps and Machine Learning Engineer. **Hosted By :** Vaidehi Tripathi, GDG Organizer Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-level-up-your-ai-game-with-google-gemini/.