Kubernetes

​​*A 'Humans in the Loop' community event with Elastic, Uptime Labs & PagerDuty in collaboration with OOPS!* ​​We’re taking over the Greenwich Design District for an evening dedicated to the unsung heroes of the stack: **The Humans in the Loop.** AI adoption offers a range of benefits, but while our systems get more complex, the role of the human in incident response has never been more critical. ​Come trade your real-time operations stories, share your best 'oops' moments, and learn how to keep the 'human' in your high-availability architecture. 📅 **Date and Time:** Monday, June 1, from 6:00-9:00 PM 📍 **Location:** Design District Address: 19 Soames Walk, London SE10 0AX, UK ​​**What to expect:** * ​​🎤 **Lightning Keynotes** \- short\, sharp and stimulating\, local experts share their takes\. * ​​🍻 **Sip & Savour:** Delicious pizza and refreshing drinks to fuel the conversation. * ​​🤝 **The OOPs Group:** Connect with the outage ops + incident response community, because misery loves company, but resilience loves a party. ​🧠 **Talks** **Many Humans in Many Loops** by **Carly Richmond**, Developer Advocate Lead (Elastic) *Human in the Loop, or HITL, provides us the ability to validate AI output using friendly and knowledgeable humans. But is that the only human loop in AI incident management systems? Join Carly as she covers other human loops, including reinforcement learning with feedback and context engineering, and how loops with a low threshold encourage alert fatigue.* **Incident Response Reimagined: Accelerating Resolution with AI Agents** by **Daniel Afonso**, Senior Developer Advocate (PagerDuty) *Learn how PagerDuty is leveraging Agentic AI to transform the incident lifecycle from reactive firefighting to proactive prevention.* *Daniel demonstrates how new tools like the SRE Agent and Scribe Agent assist engineers during high-pressure outages by autonomously triaging alerts, querying logs in tools like Grafana, and transcribing context directly into incident channels.* *Beyond immediate response, this demo highlights a "shift left" strategy using the new PagerDuty MCP server and Claude Code plugin, which allows developers to assess the risk of code changes against historical incident data before deployment, ultimately aiming to reduce the frequency of on-call.* ✍️ ​​**RSVP now before we reach capacity**

SAFO Music Group hosts monthly Networking Evenings on the first Monday of every month. This is an amazing opportunity for artists and music industry professionals to build their network of contacts as well as learn invaluable industry advice. SAFO Music Group HQ is based in Crouch Hill, London and our team have worked with the likes of Sam Smith, Pixie Lott, The 1975, Becky Hill, Samantha Harvey, Ella Eyre and many more. Our meet up groups run from 18:00 - 21:00 and entry is completely free. Part of the evening includes speed listening sessions where artists and producers will have the opportunity to play one song (USB, Phone or Weblinks) to gain some valuable feedback. Do check out our video so you get a little taste of the evening: https://youtu.be/1CzfgY78CXQ We'll look forward to meeting you soon! The SAFO Music Group www.safomusicgroup.com 0207 683 3333

The Data Science Speakers Club is a Toastmasters International club enabling the current and next generation of Data Scientists to improve their Public Speaking Skills. This is a HYBRID Meeting! So join us Online via ZOOM or In-Person. Joining the Data Science Speakers Club means joining a supportive environment to build your confidence in public speaking and to practice speaking in front of an audience. You will also gain the opportunity to receive feedback on your speeches in a friendly environment, including what you have done well and guidance on the areas you can improve upon. We also run a mentorship program where an experienced mentor supports you on your public speaking journey. Meeting Theme: **TBC** Tentative Schedule: 18:30 - President's welcome 18:40 - Prepared Speeches (3 prepared speeches with evaluation) 19:25 - Guest introduction 19:30 - Break 19:40 - Table Topic 20:30 - Wrap up, awards, announcements End of Meeting The theme is to do with exploring various aspects of power, including how it is distributed, challenged, and transformed in different contexts. In the first part, there will be speeches. In the second half, we will have impromptu speeches preparation in groups called Table topics where guests can participate. We meet on the 1st, 3rd, and 5th Mondays of each month from 6:30 pm online. Each meeting is a mixture of prepared speeches by our members, speaking roles, and impromptu speaking challenges by members and guests. Our meetings are free to attend and you only have to speak if you want to. For in-person attendance, snacks will be provided. Entrepreneurs, Innovators, and Mathematical and Logical Thinkers aiming to focus on their communication and leadership development are always welcome to attend our meetings, to increase their self-confidence, become better speakers, and become better leaders. TEAMS LINK: [https://teams.microsoft.com/meet/357036976990605?p=hMnMJVrBTzHPAjVaTt](https://www.google.com/url?q=https://teams.microsoft.com/meet/357036976990605?p%3DhMnMJVrBTzHPAjVaTt&sa=D&source=calendar&usd=2&usg=AOvVaw0eY1i8CI6vwSp1vRUX8zSZ) FACEBOOK: [https://www.facebook.com/datasciencespk/](https://www.facebook.com/datasciencespk/) LINKEDIN: [https://www.linkedin.com/company/data-science-speakers-club](https://www.linkedin.com/company/data-science-speakers-club) TWITTER: [https://twitter.com/datasciencespk](https://twitter.com/datasciencespk) INSTAGRAM: [https://www.instagram.com/datasciencespk/](https://www.instagram.com/datasciencespk/)

This event is mainly promoted outside of Meetup and we expect around 40 guests **Kindly note that this is a paid event and the average number of attendees for our events is 60-70 people. You can register on [https://www.eventbrite.co.uk/e/international-trade-networking-london-global-business-trade-event-tickets-1989332098859?aff=meetup](https://www.eventbrite.co.uk/e/international-trade-networking-london-global-business-trade-event-tickets-1989332098859?aff=meetup)** Connect with global trade professionals in London. Join International Trade Connector® and stay for China & London Connector® events. **International Trade Connector®** is a London networking experience bringing together professionals in international trade, import/export, global business, and cross-border investment. As part of the London Connector® series of events, it offers a consistent and trusted space for high-quality, in-person connections. Hosted by London Connector® at Hay Hill, this edition takes place on 1st June from 5 pm in an elegant and professional setting where conversations flow naturally. Designed for meaningful connections, the evening brings together trade professionals, founders, investors, and business leaders operating across global markets. Guests attending International Trade Connector® are also welcome to stay and continue networking at **China Connector®** and **London Connector®**, expanding their connections across multiple international and business communities in one evening. Whether you are exploring new markets, building international partnerships, or connecting with global professionals, International Trade Connector® creates the space to meet the right people. ⭐ **Why Attend International Trade Connector®?** 🤝 **Connect with Global Professionals** Meet individuals involved in international trade, import/export, and cross-border business. 🌐 **Build International Relationships** Form valuable connections with partners, collaborators, and decision-makers across global markets. 💡 **Explore Trade Opportunities:**: Discover partnerships, new markets, and business opportunities through real conversations. 📈 **Cross-Border Insights:**, Engage with professionals navigating international expansion and global trade dynamics. 👥 **Who Should Attend?** This event is designed for: 🌍 International trade professionals and consultants 🚢 Import/export businesses and operators 💼 Entrepreneurs and global business founders 💰 Investors interested in international markets 🏢 Business leaders expanding across borders 📦 Supply chain, logistics, and distribution professionals If you're looking to connect with internationally focused professionals in London, this is where it happens. 📅 **Event Details** **Date:** 1st June 2026 **Time:** 17:00 – 20:00 **Venue:** Hay Hill A fully hosted, free-format networking experience focused on meaningful international connections in a refined setting. Guests are welcome to stay after and join **China Connector®** and **London Connector®**, creating a full evening of high-quality networking across global and local business communities. 🔗 **Throughout the Evening — Open Networking** Engage with professionals, founders, and investors while building valuable relationships across international trade and business. 📲 **Exclusive WhatsApp Networking Group** On the day of the event, you will receive an email invitation to join our exclusive attendee WhatsApp group — allowing you to connect, arrange meetings, and start conversations before the event begins. 📸 **Event Disclaimer:** Photos and videos may be taken during the event for use across social media, marketing materials, and promotional campaigns. * [United Kingdom Events](https://www.eventbrite.co.uk/d/united-kingdom/events) * [Greater London Events](https://www.eventbrite.co.uk/d/united-kingdom--greater-london/events) * [Things to do in London](https://www.eventbrite.co.uk/ttd/united-kingdom--london) * [London networking](https://www.eventbrite.co.uk/d/united-kingdom--london/networking) * [London Business networking](https://www.eventbrite.co.uk/d/united-kingdom--london/business--networking)

This event is mainly promoted outside of Meetup and we expect around 40 guests **Kindly note that this is a paid event and the average number of attendees for our events is 60-70 people. You can register on [https://www.eventbrite.co.uk/e/china-networking-london-ukchina-founders-investors-business-tickets-1989154282004?aff=meetup](https://www.eventbrite.co.uk/e/china-networking-london-ukchina-founders-investors-business-tickets-1989154282004?aff=meetup)** Connect with Chinese and global founders, investors, and leaders in London. Build partnerships and unlock UK–China opportunities. Join the 4th edition of **China Connector®**, a London networking experience bringing together Chinese and international founders, entrepreneurs, investors, and professionals building bridges between the UK and China. Hosted by London Connector® at Hay Hill, this edition takes place in an elegant private members’ setting designed for meaningful conversations and high-quality connections. The evening brings together business leaders, investors, and innovators interested in cross-border opportunities, collaboration, and growth. Whether you are expanding into new markets, building international partnerships, or connecting with like-minded professionals, China Connector® creates the space to meet the right people. ⭐ **Why Attend China Connector®?** 🤝 **Connect Across Markets** Meet Chinese and international founders, entrepreneurs, and professionals actively working between the UK and China. 🌐 **Build Global Relationships** Form valuable connections with investors, partners, and collaborators focused on cross-border business. 💡 **Explore Opportunities** Discover partnerships, investment conversations, and market expansion opportunities across industries. 📈 **Meaningful Conversations** Engage in authentic discussions with individuals driving international business and innovation. 👥 **Who Should Attend?** This event is designed for: 🚀 Founders and co-founders 💼 Entrepreneurs and business professionals 💰 Investors and venture capital professionals 🌏 Individuals working between the UK and China 🧠 Advisors, consultants, and ecosystem builders 🏢 Business leaders exploring international growth If you're looking to connect with globally minded professionals in London, this is where it happens. 📅 **Event Details** Date: 1st June 2026 Time: 17:00 – 20:00 Venue: Hay Hill A fully hosted, free-format networking experience focused on meaningful international connections in a refined setting. Following this event, guests are welcome to continue networking at the London Connector® Business event starting at 6 PM. 🔗 **Throughout the Evening — Open Networking** Connect with founders, investors, and professionals while building relationships across London’s international business community. 📲 **Exclusive WhatsApp Networking Group** On the day of the event, you will receive an email invitation to join our exclusive attendee WhatsApp group — allowing you to connect, arrange meetings, and start conversations before the event begins. 📸 **Event Disclaimer** Photos and videos may be taken during the event for use across social media, marketing materials, and promotional campaigns. * [United Kingdom Events](https://www.eventbrite.co.uk/d/united-kingdom/events) * [Greater London Events](https://www.eventbrite.co.uk/d/united-kingdom--greater-london/events) * [Things to do in London](https://www.eventbrite.co.uk/ttd/united-kingdom--london) * [London networking](https://www.eventbrite.co.uk/d/united-kingdom--london/networking) * [London Business networking](https://www.eventbrite.co.uk/d/united-kingdom--london/business--networking)

This event is mainly promoted outside of Meetup and we expect around 40 guests **Kindly note that this is a paid event and the average number of attendees for our events is 60-70 people. You can register on [https://www.eventbrite.co.uk/e/business-networking-in-mayfair-meet-investors-entrepreneurs-directors-tickets-1988706996160?aff=meetup](https://www.eventbrite.co.uk/e/business-networking-in-mayfair-meet-investors-entrepreneurs-directors-tickets-1988706996160?aff=meetup)** Join London's most exclusive business networking event at Hay Hill Mayfair. Meet founders, investors & business leaders. **Join an exclusive business networking event in the heart of Mayfair, London — designed for entrepreneurs, company directors, investors, startup founders, and senior professionals ready to build meaningful relationships and discover high-value opportunities.** Hosted at the prestigious **Hay Hill Private Members Club** (W1J, Berkeley Square), this **London business networking event** brings together high-level decision-makers, **angel investors**, **venture capital professionals**, **CEOs**, and **business owners** for quality conversations, collaborations, and long-term professional connections in one of London's most iconic settings. Whether you are growing a startup, scaling a company, raising investment, or expanding your **London professional network** — this **exclusive business networking event in Mayfair** offers the perfect premium environment to meet the right people and grow your business. **💼 Why Attend This London Business Networking Event?** * Connect with **entrepreneurs, business owners, CEOs**, and senior decision-makers * Meet **angel investors, venture capital professionals**, consultants, advisors, and partnership-ready professionals * Build meaningful **business relationships** in an elegant Mayfair private members club * Explore **collaborations, joint ventures**, and high-value introductions * Expand your circle within **London's most active entrepreneur and professional community** * Access an **exclusive WhatsApp networking group** for pre-event and post-event connection This event is perfect for **entrepreneurs and business professionals** who are serious about business growth, visibility, and building lasting connections within London's fast-moving professional ecosystem. **🧩 What to Expect** * A warm, relaxed, and professional **social mixer** atmosphere from the moment you arrive * **Open networking** with entrepreneurs from diverse industries and backgrounds * Conversations that spark **partnerships, business deals**, and long-term professional relationships * A carefully curated crowd of **business-focused entrepreneurs, investors, and professionals** * Access to an **exclusive WhatsApp community** for pre-event introductions and post-event follow-ups * On-site team facilitating **meaningful introductions** at a human-to-human level **👥 Who Should Attend?** This **Mayfair business networking event** is designed for: * 🚀 **Entrepreneurs and startup founders** at any stage of their journey * 💰 **Angel investors and venture capital professionals** seeking innovative opportunities * 🏢 **Business owners and company directors** looking to expand their network * 🧠 **Consultants, advisors, and senior professionals** open to new collaborations * 💼 **Professionals seeking new clients, partners, or collaborators** * 🌐 **Anyone looking to grow their London business network** in a premium, exclusive venue If you are an **aspiring entrepreneur**, an **established business owner**, or an **investor** looking to connect with like-minded professionals — you will feel right at home at this event. **🏛️ About the Venue — Hay Hill Private Members Club, Mayfair** Set in a stunning six-storey building at **Berkeley Square**, Hay Hill is unique in combining the luxury of a **private members club** with the business focus of a co-working environment — pioneering the concept of **club working** in the heart of Mayfair. For this event, we have reserved an exclusive area of the venue with a cash bar — the perfect setting to mix, mingle, meet old and new friends, make valuable new contacts, and discover new clients. **📅 Event Format** The format of the evening is **pure open networking** — a relaxed mix-and-mingle environment where **entrepreneurs, business leaders, and investors** connect naturally. Our team is on-site throughout the evening to facilitate **meaningful introductions** and ensure every guest gets the most from the event. We connect at a **human-to-human level** and believe in building real, lasting relationships — not just exchanging business cards. **🎟️ Spaces Are Strictly Limited — Book Early!** Maximum capacity is **80 guests**. On average, **30–40 places are reserved in advance** by our yearly members, meaning public availability is extremely limited. Given the consistent popularity of our **London networking events** and the exclusive nature of Hay Hill, this event is predicted to **sell out in advance**. **Early booking is strongly recommended.** **📲 Exclusive WhatsApp Networking Group** On the day of the event, you will receive an email invitation to join our exclusive attendee WhatsApp group — allowing You to start connecting, arranging meetings, and building relationships before walking through the door. **👔 Dress Code** Business Casual — No trainers or jeans, please. **🔁 Refund Policy** Tickets purchased in advance are generally cheaper than on-the-door prices and cannot be refunded. They can, however, be reassigned to another person of your choice. **📸 Event Disclaimer** Photos and videos may be taken during the event for use across our social media channels and promotional materials. Thank you for your understanding and cooperation. * [United Kingdom Events](https://www.eventbrite.co.uk/d/united-kingdom/events) * [Greater London Events](https://www.eventbrite.co.uk/d/united-kingdom--greater-london/events) * [Things to do in London](https://www.eventbrite.co.uk/ttd/united-kingdom--london) * [London networking](https://www.eventbrite.co.uk/d/united-kingdom--london/networking) * [London Business networking](https://www.eventbrite.co.uk/d/united-kingdom--london/business--networking)

This event is mainly promoted outside of Meetup and we expect around 40 guests **Kindly note that this is a paid event and the average number of attendees for our events is 60-70 people. You can register on [https://www.eventbrite.co.uk/e/international-trade-networking-london-global-business-trade-event-tickets-1989332098859?aff=meetup](https://www.eventbrite.co.uk/e/international-trade-networking-london-global-business-trade-event-tickets-1989332098859?aff=meetup)** Connect with global trade professionals in London. Join International Trade Connector® and stay for China & London Connector® events. **International Trade Connector®** is a London networking experience bringing together professionals in international trade, import/export, global business, and cross-border investment. As part of the London Connector® series of events, it offers a consistent and trusted space for high-quality, in-person connections. Hosted by London Connector® at Hay Hill, this edition takes place on 1st June from 5 pm in an elegant and professional setting where conversations flow naturally. Designed for meaningful connections, the evening brings together trade professionals, founders, investors, and business leaders operating across global markets. Guests attending International Trade Connector® are also welcome to stay and continue networking at **China Connector®** and **London Connector®**, expanding their connections across multiple international and business communities in one evening. Whether you are exploring new markets, building international partnerships, or connecting with global professionals, International Trade Connector® creates the space to meet the right people. ⭐ **Why Attend International Trade Connector®?** 🤝 **Connect with Global Professionals** Meet individuals involved in international trade, import/export, and cross-border business. 🌐 **Build International Relationships** Form valuable connections with partners, collaborators, and decision-makers across global markets. 💡 **Explore Trade Opportunities:**: Discover partnerships, new markets, and business opportunities through real conversations. 📈 **Cross-Border Insights:**, Engage with professionals navigating international expansion and global trade dynamics. 👥 **Who Should Attend?** This event is designed for: 🌍 International trade professionals and consultants 🚢 Import/export businesses and operators 💼 Entrepreneurs and global business founders 💰 Investors interested in international markets 🏢 Business leaders expanding across borders 📦 Supply chain, logistics, and distribution professionals If you're looking to connect with internationally focused professionals in London, this is where it happens. 📅 **Event Details** **Date:** 1st June 2026 **Time:** 17:00 – 20:00 **Venue:** Hay Hill A fully hosted, free-format networking experience focused on meaningful international connections in a refined setting. Guests are welcome to stay after and join **China Connector®** and **London Connector®**, creating a full evening of high-quality networking across global and local business communities. 🔗 **Throughout the Evening — Open Networking** Engage with professionals, founders, and investors while building valuable relationships across international trade and business. 📲 **Exclusive WhatsApp Networking Group** On the day of the event, you will receive an email invitation to join our exclusive attendee WhatsApp group — allowing you to connect, arrange meetings, and start conversations before the event begins. 📸 **Event Disclaimer:** Photos and videos may be taken during the event for use across social media, marketing materials, and promotional campaigns. * [United Kingdom Events](https://www.eventbrite.co.uk/d/united-kingdom/events) * [Greater London Events](https://www.eventbrite.co.uk/d/united-kingdom--greater-london/events) * [Things to do in London](https://www.eventbrite.co.uk/ttd/united-kingdom--london) * [London networking](https://www.eventbrite.co.uk/d/united-kingdom--london/networking) * [London Business networking](https://www.eventbrite.co.uk/d/united-kingdom--london/business--networking)

Hi folks! Welcome to our June Cloud Native London meetup! Join us to hear from our two fantastic speakers and network with your fellow techies over pizza and drinks, or alternatively chat and following along on Youtube or LinkedIn! 6:00 Pizza and drinks 6:30 Welcome 6:45 Universal Mesh: Connect and Secure Everything (Mark Boddington, HAProxy Technologies) 7:15 Building Abstractions That Matter: A Developer Platform on Kubernetes (Chaamini Mangaleswaran, WSO2) 7:45 Wrap up See you there! Cheryl (@oicheryl) **Universal Mesh: Connect and Secure Everything (Mark Boddington, HAProxy Technologies)** Managing connectivity across diverse business units, clouds, locations, and partners is a complex challenge for large organizations. Traditional solutions like VPNs and firewalls provide network-level connectivity, while Service Mesh offers application-aware traffic management for cloud-native environments – but there’s a huge difference in how these connectivity models are managed, secured, and observed. Universal Mesh bridges this gap with a unified interconnectivity model – delivering the benefits of Service Mesh in a resource-efficient model that works across your entire infrastructure. Universal Mesh brings together North-South and East-West communication in a consistent pattern to connect every cloud, app, and service. Join us to discover how Universal Mesh simplifies connectivity management, unifies security and governance, and provides consistent control over traffic flows—regardless of where your applications run or how they’re built. **Building Abstractions That Matter: A Developer Platform on Kubernetes (Chaamini Mangaleswaran, WSO2)** Kubernetes provides powerful building blocks, but turning those blocks into a usable developer platform is hard. Many platform teams end up assembling CI pipelines, deployment tools, portals, and monitoring systems, only to pass the resulting complexity on to developers.In this talk, I’ll share the thinking behind OpenChoreo, an open-source, modular platform designed to sit on top of Kubernetes and make it easier for developers to build and run software without needing to understand everything underneath. The key idea is simple: introduce the right abstractions, so developers can focus on shipping features while platform teams retain control and consistency.In this talk we will discuss practical examples of what to hide, what to expose, and how to avoid turning Kubernetes itself into a developer-facing interface. If you’re building or struggling with an internal developer platform, this talk is for you. *Check out [https://www.oicheryl.com/cloudnativelondon](https://www.oicheryl.com/cloudnativelondon) if you're interested in speaking or sponsoring.*

Please do join us on Thursday at Christ Church Mayfair (CCM) for an evening of snacks, socialising, fun, and a short talk on the Christian faith. We've loved seeing so many people come along to this monthly event (to be clear most are not from meetup!), but always awesome to have more! No need to bring anything, do let those providing snacks if you are allergic to anything, there will be hand sanitizer on arrival. This should also provide an opportunity to practice your English, there will be lots of different nationalities present and many languages spoken though if you need any help. This is a monthly event that takes place on the first Thursday of the month and so if you can't make it this month please join us on June 5th for Festa Junina, a Brazilian festival. CCM is in the centre of London, situated near Hyde Park Corner on Down Street and is a short walk from both Green Park and Hyde Park Corner Tube stations. Please arrive for 7:30, there will be people ready to welcome you and chat with you from then. Looking forward to meeting you!

**We're back at Salisbury House for our summer London Airflow Meetup! Join fellow members of the data engineering community for an evening of engaging talks, great food and drinks, and exclusive swag!** **PRESENTATIONS** ***Talk #1: The Orchestration Layer: A Blueprint for Scaling Dynamic DAGs with Integrated Data Quality Gates*** * **Speaker**: [Vasudev Maduri](https://www.linkedin.com/in/vasudevmaduri/), Staff Data Engineer, Admiral Group Plc Ensuring high-quality data, accuracy, completeness, and schema validity is essential for building data trust. However, scaling data quality checks across diverse datasets often leads to duplicated boilerplate Python code, human error, and a massive bottleneck for Data Engineering teams. In this talk, we’ll explore how to shift data quality from a backlog of tech debt into an automated, self-serve developer experience directly tied to Airflow. We will demonstrate how to build a multi-faceted data observability framework that empowers end-user teams to define their own DQ rules without writing any Python code. By hiding complex Airflow code, users simply select their parameters—YAML configurations that instantly translate into fully dynamic, end-to-end DAGs, including in-flight data quality gates. The core of this session focuses on the technical implementation of integrated DQ checks that live directly *inside* the generated pipelines. You’ll learn how this metadata-driven approach enables a "shift-left" strategy for data observability, automatically enforcing data contracts and routing alerts without manual engineering intervention. ***Talk #2: Self-healing Data Pipelines in Airflow*** * **Speaker**: [Nilesh Khandalkar](https://www.linkedin.com/in/nileshskhandalkar/), Senior Manager, Capgemini Modern data pipelines remain largely reactive—failures trigger alerts, manual retries, and ongoing operational overhead for engineering teams. As systems scale, this approach introduces fragility, delays, and growing complexity in maintaining reliable workflows. This session explores how to design self-healing data pipelines in Airflow using practical patterns such as intelligent retries, conditional branching, and targeted recovery mechanisms. Real-world failure scenarios are used to illustrate how pipelines can detect issues, trigger remediation steps, and resume execution without full restarts or human intervention. The session also looks ahead to how AI-assisted anomaly detection can further enhance these systems by identifying unexpected patterns and enabling more proactive, resilient data workflows. ***Talk #3: What We Got Right (and Wrong) Building a 50-Source Data Platform on Airflow*** * **Speaker**: [Arnaud Caldow](https://www.linkedin.com/in/arnaud-caldow-384423142/), Senior Data Engineer at Collibra Collibra helps enterprises govern their data, but how does Collibra's own data team manage the data that powers the business? The answer is an Airflow-based platform that stitches together dlt, dbt, Kubernetes and Collibra's own product for governance -- all orchestrated through 87 DAGs serving 12 business domains. This talk traces a data point's journey through the stack: from API extraction via dlt pipelines running inside KubernetesPodOperator pods, through a layered dbt architecture where platform engineers standardize data and analysts build business models on top, into analytics outputs that serve multiple business teams, and finally back into Collibra Data Governance via reverse-ETL integration DAGs. Along the way, I'll share the patterns that emerged from operating this at scale: how we evolved from one-off custom pipelines to a reproducible framework that's documented well enough for AI subagents (or a new hire) to generate models from scratch, how our own Pod Operators let us test feature branches on shared environments, and how we're leveraging that same mechanism to migrate from Redshift to BigQuery (and from Airflow 2 to Airflow 3) without downtime. Behind the scenes, a 1Password-backed pipeline diffs credential hashes nightly, catching rotations before they break a DAG. **AGENDA** * **5:30-6 PM:** Arrivals, networking, food & drinks * **6-7:45PM:** Presentations * **7:45-8PM:** Networking

**CBSN Networking at Lucy Wong \| Wed 3rd June \| 6:00–8:30 PM** We’re delighted to return to Lucy Wong for another evening of relaxed and meaningful networking. We’ll be in the **raised railed area**, making it easy to find us and mingle comfortably. This is a friendly, welcoming event—whether you’re a regular or joining us for the first time. *** ### What makes CBSN different? ✔ Genuine conversations (not forced pitching) ✔ A strong mix of cultures and industries ✔ A relaxed, social atmosphere *** ### Who comes to CBSN? Entrepreneurs, professionals, creatives, and internationally-minded individuals—many with links to China, many simply curious. *** ### 💬 After the Event We encourage you to continue conversations online: 👉 Join: **www.cbsn.co.uk** *** Book early. Space is limited We look forward to seeing you there.

Join Docker and Black Duck for an evening meetup! Register directly at [https://luma.com/o9i3yqns](https://luma.com/o9i3yqns) London's AI week just got an extra night and this one's about what happens after the demo. ​Join Docker and Black Duck for an evening built around the questions developers are actually wrestling with: How do you ship AI-powered applications without introducing new security risks? What does responsible AI tooling look like at the container and pipeline level? And what does "production-ready" actually mean in 2026? ​ We're gathering the week of LeadDev London and AI DevCon, so expect a room full of engineers and technical leaders who are deep in the work — not just talking about AI, but building with it and responsible for securing it. ​**On the agenda:** * ​6:30PM Doors Open * ​6:30PM - 7:30PM Light bites, drinks, networking * ​7:30PM Talk #1: **Oleg Šelajev, Docker** * ​8:00PM Talk #2: **Emmanuel Gonzalez Carmona, Black Duck** * ​8:30PM - 9:30PM Light bites, drinks, networking ​Doors open at 6:30 PM. Space is capped at 50 - register to hold your spot. ​Please register with your company email if possible. If you are approved, you will receive your confirmation along with the event location.

Hello and welcome to our special joint meetup between **Cloud Platform Engineering London**, **Cloud Platform Engineering Leaders**, **Data & AI Leaders**, **AWS AI UG**, **Azure AI UG**, and **GCP London**. This crossover event brings together platform engineers, cloud architects, data and AI leaders, SREs, engineering managers, technology executives, and practitioners exploring how AI is reshaping modern cloud platforms, developer workflows, business transformation, and enterprise engineering. This is a special **Community Stack ecosystem event**, bringing together several of our cloud, platform, and data-focused communities for an evening of practical talks, senior technical discussion, and cross-community networking. A huge thank you to **[Arrows](https://www.arrowsgroup.com/)** for hosting and sponsoring this event, and for supporting the growth of the cloud, platform engineering, data, and AI community in London. Speakers and sessions: **Get a High Return-on-Investment from AI Business Transformation** **Nora Balla, Founder and AI Business Transformation Lead, Add Velocity** Nora Balla is the founder of Add Velocity, an AI-native business transformation and implementation consultancy. Nora has gained extensive experience across investment products, business transformation, finance operations, and regulated asset and wealth management environments. Previously a freelancer, she now operates in a collaborative delivery model, helping organisations scale AI and automation solutions in complex business settings. Her experience includes finance transformation at Harley-Davidson, reporting process improvements in commercial real estate funds, and supporting the Aladdin implementation at Royal London Asset Management. In this session, Nora will explore how organisations can achieve a stronger return on investment from AI business transformation. The talk will cover the opportunities and high-value use cases, the real risks organisations need to manage, the skills required for the agentic era, how to define and measure success, and practical tips for improving efficiency when working with AI systems. **Agents in the Fastlane** **Ryan Cormack, Principal Engineer, Motorway** **Luke Marrai, Engineering Manager, Motorway** Motorway has used traditional AI and machine learning for years to enhance and improve its systems. But how can those years of learning be applied to build the next generation of agentic systems for users? In this session, Ryan Cormack and Luke Marrai from Motorway will explore how they are enhancing the functionality of Motorway’s platform to provide more accurate search results for dealers looking to acquire stock through the online marketplace. The talk will cover how Motorway is using **AWS AgentCore** to run its agentic systems, and how evals are being used to ensure the system performs as expected. Ryan Cormack is a Principal Engineer at Motorway, the UK’s leading used car marketplace, where he leads technical strategy and drives AI-powered transformation across the engineering organisation. With over 14 years of experience building and scaling systems on AWS, Ryan specialises in turning architectural best practices into practical engineering outcomes, from cloud modernisation programmes to the adoption of agentic workflows and AI-native developer tooling. Luke Marrai is an Engineering Manager at Motorway, supporting engineering delivery and helping teams build effective, scalable technology for one of the UK’s leading automotive technology platforms. Agenda: **18:00** — Arrival, refreshments and networking **18:30** — Welcome and introduction **18:35** — Get a High Return-on-Investment from AI Business Transformation — Nora Balla **19:00** — Break and networking **19:20** — Agents in the Fastlane — Ryan Cormack and Luke Marrai **20:00** — Networking **20:45** — Close **Join us on June 11th:** We are also hosting the **Cloud Native & Open Source AI Conference** on **June 11th in London**, bringing together a fantastic line-up of speakers across AI, cloud-native, open-source, platform engineering, leadership, and modern infrastructure. You can view the full speaker line-up and event details **[here](https://www.communitystack.io/conferences/cloud-native-london)** **About the communities:** This event is jointly hosted across **Cloud Platform Engineering London**, **Cloud Platform Engineering Leaders**, **Data & AI Leaders**, **AWS AI UG**, **Azure AI UG**, and **GCP London**. Together, these communities form part of the **[Community Stack ecosystem](https://www.meetup.com/pro/generative-ai-uk-community/)**, bringing together technical practitioners, leaders, partners, and organisations across cloud, platform engineering, data, AI, and open technology. We are always keen to hear from speakers, hosts, sponsors, and community partners. 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. This event follows 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.

**Fabric Data Warehouse with Tino Tereshko** For our June meetup, we’re excited to welcome Tino Tereshko, Partner Director of Product at Microsoft, responsible for Fabric Data Warehouse. Having previously spent several years at Google working on BigQuery, Tino later co-founded MotherDuck — the DuckDB-based SaaS analytics platform — before joining Microsoft to lead Fabric Data Warehouse. It’s fair to say Tino knows a thing or two about modern analytical databases. Tino is visiting from Seattle and has kindly offered his time to present at our London user group. The session will include an introduction to Fabric Data Warehouse, an overview of recent developments and future direction, followed by an open “Ask Me Anything” discussion where attendees can quiz Tino on all things data warehousing, Fabric, and analytics. **Agenda** 18:30 - Welcome, drinks, pizza & networking 19:00 - Main Session 20:30 - Close **Venue** Tenth Revolution offices in London. Aldgate House, 33 Aldgate High St, London EC3N 1DL Please provide your first and last name when registering for the event, as this is provided to building security to allow you entrance into the venue.

**Hello Columbus!** **The community is buzzing and growing well. We are thrilled to bring our fourth BrowserStack QA Meetup on Thursday, July 9th!** We are creating a space for deeper insights, meaningful connections, and a vibe you won't want to miss. **What to expect:** * **Connect:** Network with Columbus' top engineering and QA minds. * **Learn:** Real-world tactics and trends you can use immediately. * **Enjoy:** Food, drinks, and great community spirit. **Agenda** * **Two Roads Diverged in a Wood: Docker Compose vs. Kubernetes** by **[Doug Reeder](https://www.linkedin.com/in/pdouglasreeder/)** **RSVP Essential:** Space is limited, and we want to ensure a great experience for everyone. **RSVP now to secure your spot!** 📍 **Venue:** Leading EDJE, 6515 Longshore Loop, Suite 300, Dublin, OH 43017 📍 **Free Parking:** 6725 Longshore Street, Dublin, OH 43017 📅 **Date & Time:** July 9, 6:00 PM **Stay Connected!** Want to continue the conversation beyond the meetup? Join our **BrowserStack Discord Server** to get updates, connect with fellow QA professionals, and be part of an ongoing discussion. **Don’t miss out—click below to join!** 🔗 [\[](https://discord.gg/6SdCyWTNyW)**[Join the BrowserStack Discord Server](https://discord.gg/6SdCyWTNyW)**[\]](https://discord.gg/6SdCyWTNyW) **A Few Notes:** ✅ This is an **in-person event** ✅ **RSVP does not guarantee a seat** – A confirmation email will be sent one day before the event. **TALK ABSTRACT:** Docker Compose and Kubernetes are two of the most popular tools for running containerized applications. Their feature lists are similar. Architects and senior developers need to know how their different paradigms lead to unexpectedly different experiences in production.

Main Library, Meeting Room 2B Join us for a welcoming evening of reflection, gentle music, and meaningful conversation. We’ll begin with a short grounding moment, followed by a brief reading from spiritual or philosophical traditions, and an open reflection circle where participants can share (or simply listen). Libera Animae is an interfaith community focused on inner growth, creativity, and authentic connection. All backgrounds are welcome.

Topic to be announced. **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

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

Monthly working lunch for Columbus business owners. One specific topic, one to three actions you can run this week. You can be the best at what you do and still be invisible. If local buyers cannot find you, the phone does not ring. Marketing Monday Lunch + Learn is a monthly working lunch for Columbus business owners focused on building relationships, local networking, and local marketing. Every kind of local business welcome. No pitch round, no pressure, no upsell. **This month** Most local businesses pick one or two places to be visible and call it good. The result is inconsistent calls and a feeling that marketing is not working. We will walk through the three places every local business needs to show up, plus the fourth place most owners ignore that quietly produces the warmest leads. **What to expect** Doors open at noon. Order lunch and drinks at the cafe counter or bring your own. You get real conversation with other local owners and a focused marketing lesson. You leave knowing people and with one to three actions to run that week. The room is reserved through 1:30 PM. **Who this is for** Any local business owner who wants clearer marketing direction and real local relationships. Service businesses, retail, home services, professional services, online owners building local presence, anyone serious about being part of the Columbus business community. **Not the right fit if** You are here to pitch the room or recruit for an MLM. **Details** * Second Monday of every month * 12:00 to 1:30 PM * Good Cafe Easton, 4400 Easton Commons, Ste 150, Columbus, OH 43219 * Order lunch and drinks at the counter when you arrive * Free to attend, RSVP required, space is limited **About the host** Rita Suzanne is a local marketing strategist and the founder of Local Marketing Method. She runs Visibility is Profitability, the membership where local business owners build the system that keeps their phone ringing. Learn more at learnlocalmarketing.com. Register here: [https://www.eventbrite.com/e/1989964540509?aff=oddtdtcreator](https://www.eventbrite.com/e/1989964540509?aff=oddtdtcreator)

We are bringing Microsoft Build sessions to Columbus Ohio! The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us! And yes, there will be free food. So please RSVP for a head count!