Intelligent Transportation Systems

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.

This drop in class has been running since 1997. All levels welcome Join us for 3 hours life drawing. Bring your own materials and explore drawing the figure. Pay at the class. Tea & Coffee supplied for a Tea Break

Join us for another evening at #WPLDN, where we're tackling two vital topics for every WordPress professional! This month, we're exploring the future of WordPress accessibility documentation and hearing a candid story of business survival when AI disrupted traditional traffic sources. Whether you're building inclusive websites or rethinking your business model in the age of AI, these sessions offer practical insights you can act on immediately. 📅 **Date:** Thursday, 26 February 2026 ⏰ **Time:** 6:00 PM – 8:30 PM ⬅ **EARLIER TIME** 🎟️ **Cost:** Free (Registration Required) *** **Session 1: WordPress' accessibility documentation is getting a major overhaul. What's new?** 🤝 **Speaker:** Rian Rietveld ([rianrietveld.com](https://rianrietveld.com/)) Rian is an experienced web accessibility specialist from the Netherlands who has consulted for WordPress agencies and written guidelines for the Dutch government on accessible web forms and applying WCAG. Currently, she focuses on teaching and writing documentation, including a major update to WordPress' accessibility resources. During 25 years of working as a web accessibility specialist, Rian noticed the biggest hurdle to creating an accessible web is the lack of knowledge. People struggle to find reliable information, code patterns, rules and testing methods. Together with Joe Dolson, she started working on the WP Accessibility Knowledge Base: up-to-date, well-maintained information about delivering accessible work and proper testing. With clear do's and don'ts, practical examples, and easy-to-follow documentation. Find out about their progress, how you can contribute, and how the documentation on make.wordpress.org will benefit from this project. *** **Session 2: When AI Killed My Traffic, Humans Saved My Business** 🤝 **Speaker:** Rodolfo Melogli ([Business Bloomer](https://businessbloomer.com)) Rodolfo is an author, WooCommerce expert and WordCamp speaker who has worked as an independent WooCommerce freelancer since 2011. His goal is to help entrepreneurs and developers overcome their WooCommerce nightmares. He loves travelling, chasing tennis and soccer balls and, of course, wood-fired oven pizza. For years, traffic was the engine of Rodolfo's business until it wasn't. AI changed discovery faster than he expected, and the impact was immediate. This talk tells the story of having to pivot fast: moving away from dependence on search and toward owned relationships. He'll share how building and nurturing communities, both online and offline, became the new foundation. What worked, what failed, and what he'd do differently today. If your WordPress business relies on visibility you don't control, this talk offers a realistic look at what happens when that visibility disappears and how to recover. *** **Schedule:** 🔹 **6:00 PM** – Doors Open & Networking 🔹 **6:30 PM** – Welcome & Session 1: Rian Rietveld 🔹 **7:30 PM** – Short Break & Networking 🔹 **7:45 PM** – Session 2: Rodolfo Melogli 🔹 **8:30 PM** – Social & Wrap-Up *** **📢 Help Us Grow the Community!** Know someone who'd benefit from these sessions? Share this event with your colleagues, clients and WordPress friends! #WPLDN thrives because of word-of-mouth from people like you. Tag us on LinkedIn with #WPLDN or simply forward this page to someone who should be here. The more, the merrier! *** **📢 RSVP Now!** Don't miss this chance to level up your accessibility knowledge, learn survival strategies for the AI era, and connect with London's WordPress community. Secure your free spot today and join us for post-event socials at a local bar afterwards. We'll see you there! 🎉 \-\-\- **Venue Information** **The Bridge** is a charity supporting women to make positive choices and encouraging improvements to fitness, health, and wellbeing. The venue features a plant-based café (supplied by Girls Who Grind Coffee) and is just a 5-minute walk from London Bridge Station. \-\-\- **Massive thanks to our sponsors who make these free events possible:** [DreamHost](https://www.dreamhost.com/partners/wpldn/), [PodcasterPlus](https://www.podcasterplus.com/?utm_source=wpldn&utm_medium=banner&utm_campaign=partnership), [Mollie](https://www.mollie.com/gb/integrations/woocommerce), [hosting.com](https://hosting.com/), [20i](https://www.20i.com/wordpress-hosting), and [Kinsta](https://kinsta.com/) \-\-\- If you're interested in being a featured speaker at an upcoming event, we'd love to hear from you at [https://wpldn.uk/speak](https://wpldn.uk/speak). **🎥 - Media Release Terms** By attending, you understand and accept that portions of the event may have audio/photo/video-recorded and/or live-streamed and may be used by the organisers. You agree that the organisers have the right and permission to use and publish such media for any purpose in any format, including online and offline, now and ever after, without further compensation, permission, or notification. You understand that all official recordings from the event are the exclusive property of the organisers, available under the Creative Commons Attribution­ShareAlike license for general use, and you do not ask for nor expect compensation or notification of the use of official recordings or photographs in which you appear or speak. Please inform an organisational team member at the event's start if you do not wish to appear in photos or videos.

Join us at for Thursday between 7-10pm at Pastures Youth and Sports Centre for a fun and social badminton over four courts. Nearest station is Leytonstone station on central line or Leytonstone High Street on overground. If you drive, you can park on street nearby (free after 6.30pm). Please make sure to bring your own kit and racket. It is £12 per person for 3 hours. We play with quality feather shuttlecocks. RSVP is now open on meetup. Once RSVP, please make payment to secure your spot. Any payment please make to: Monzo Name: Ba Quan Le Account number: 30719150 Sort code: 04-00-04 Important note: Our club is paid for by individuals; as such your attendance and payment is required when making a commitments to play - as a matter of respect, please ensure that you consider this when saying you will attend. **Booking rule: Please make sure once you rsvp to pay by the end of same day to secure your spot. In the event of no payment received and we have waitlist, your spot will be cancelled and given to the first person in the waitlist.** **No-shows and late cancellations will be fined: £6 for the first time, full fee for the second time and complete ban for the third time. Fines payable at the next session. Cancellations within 18 hours before session starts will be counted as late cancellations (We appreciate that things could change beyond control (due to injury, illness or transport issues), but unfortunately the club doesn't have resources to manage individual demands or changing circumstances. Keep it simple. Please book only when you are certain or willing to bear the risk of your own changes if you wish to book well in advance to secure your place).**

Hey everyone, We’re back with a new identity—but the same mission: helping builders create trustworthy AI-powered applications. Our agenda is now final for our next meetup on Feb 26th. Don't forget to **RSVP now.** If you’d like to get on stage and deliver a talk at one of our next editions, just reach out—we’d love to hear from you. **“Securing Vibe Coding: Addressing the Security Challenges of AI-Generated Code”** As AI coding tools become embedded in daily development, they bring both a new wave of productivity and new security risks. In this session, Sonya will break down the security implications of Vibe Coding and share actionable strategies to secure AI-generated code at scale. **Speaker – Sonya Moisset - Snyk** Sonya is a Staff Security Advocate and a lifelong traveler who lived in the Middle-East, North Africa and East Asia. She’s passionate about Cybersecurity, DevSecOps and AI. She’s part of the OpenUK Security Advisory Board, an OpenUK ambassador and 2x OpenUK Honoree, 5x Github Star, 6x Top contributor for freeCodeCamp, TryHackMe room creator, 3x CyberGirls fellowship mentor, ambassador for Girlcode, and 2022 TechWomen100. Sonya is a DevSecOps/AI Security Advocate, an international public speaker, a tech advocate and mentor. Her motto is #GetSecure, #BeSecure & #StaySecure. **“The challenges of LLM created code, and creating tools for LLMs”** Where our speaker will describe many of the challenges this causes, and what \*you\* can do about it **Speaker – Richard Tweed - Tessl** Richard is a Member of Technical Staff at Tessl, focusing on Security and Infrastructure. He's using and misusing LLM agents to better secure them and the products containing them

The London Quant Club returns with an informal meetup to mark the end of winter, this time together with the [Algorithmic Trading, London](https://www.meetup.com/algorithmic-trading-london/) community. No talks and no formal structure. Just an opportunity for quants, researchers, developers, traders, and market infrastructure professionals to meet in person, exchange ideas, and catch up with others working at the intersection of technology and markets. Whether your focus is systematic trading, data science, execution, or quantitative research, this is a relaxed evening designed for conversation rather than presentations. This is a self funded meetup, so please come along, get what you like from the bar, and join the discussion. See you there! The **sun will rise** again!

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.

Join us at for this Saturday between 1-4.30pm at Pastures Youth and Sports Centre for a fun and social badminton over four courts. Nearest station is Leytonstone station on central line or Leytonstone High Street on overground. If you drive, you can park on street nearby (free on Saturday). Please make sure to bring your own kit and racket. It is £12 per person for 3.5 hours. We play with quality feather shuttlecocks. RSVP is now open on meetup. Once RSVP, please make payment to secure your spot. Any payment please make to: Monzo Name: Ba Quan Le Account number: 30719150 Sort code: 04-00-04 Important note: Our club is paid for by individuals; as such your attendance and payment is required when making a commitments to play - as a matter of respect, please ensure that you consider this when saying you will attend. **Booking rule: Please make sure once you rsvp to pay by the end of same day to secure your spot. In the event of no payment received and we have waitlist, your spot will be cancelled and given to the first person in the waitlist.** **No-shows and late cancellations will be fined: £6 for the first time, full fee for the second time and complete ban for the third time. Fines payable at the next session. Cancellations within 18 hours before session starts will be counted as late cancellations (We appreciate that things could change beyond control (due to injury, illness or transport issues), but unfortunately the club doesn't have resources to manage individual demands or changing circumstances. Keep it simple. Please book only when you are certain or willing to bear the risk of your own changes if you wish to book well in advance to secure your place).**

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.

**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.**

## 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/)

**Brighton Seafront Walk & Talk** Kick off the year with fresh air and meaningful founder conversations. A relaxed seafront walk ideal for talking about workflows, automation opportunities, and AI tools. 9:00–10:00am Meet: Brighton Pier Walk to :Hove Lawns

**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.

**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

**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 You will need to scan your ID at the door to get a visitor badge. **Abstract** *Spec-Driven Development with GitHub Spec-Kit: From Intent to Implementation* Spec-driven development flips the traditional workflow on its head: instead of code being the source of truth, the specification becomes the backbone of design, collaboration, and delivery. In this session, we’ll explore how GitHub Spec-Kit enables teams to treat specifications as first-class artifacts—living documents that drive architecture, implementation, and verification. You’ll learn how Spec-Kit helps teams clearly express intent using structured, version-controlled specs that live alongside code. We’ll walk through a practical workflow that starts with defining system behavior and constraints, then progressively refines those specs into testable, automatable outcomes. Along the way, we’ll show how specs can reduce ambiguity, improve cross-functional collaboration, and make design decisions explicit before a single line of production code is written. This talk will cover: --What spec-driven development is (and what it isn’t) --How GitHub Spec-Kit fits into modern developer workflows --Using specs to align product, engineering, and AI-assisted development --Real-world examples of turning specs into implementations with confidence Whether you’re building greenfield systems, integrating AI into your stack, or trying to reduce costly rework, spec-driven development offers a scalable way to move faster without sacrificing clarity. Attendees will leave with concrete patterns and a clear mental model for adopting GitHub Spec-Kit in their own projects. **YouTube Link** TBA

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!

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas

**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)

The March Ohio North Database Training user group meeting will be held on **March 3rd, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **Sam Nasr**. You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/l/meetup-join/19%3ameeting_YTg3MTY3NzItODI3OS00MTRjLTgzYTItYTBlMjY5NTQ5MzU4%40thread.v2/0?context=%7b%22Tid%22%3a%22b966f302-6b93-4686-9041-c084635642c5%22%2c%22Oid%22%3a%2278c760cb-657f-46aa-bd2f-7066d9403bdb%22%7d)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Updates and announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### **Data Cleansing using Data Bricks** Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure. \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

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.

Meeting @ Improving's office in Downtown Columbus, near Cosi. Parking is paid, food & drink are free! This time we're hanging out after the long winter break. We are going to look at a group-member's project used to help learn the fundamentals of Go, and if time allows, we can take a look at how we like to build Go projects using AI.