User Experience

**BOOK HERE**: https://sportas.co.uk/games/48935 **Game Description:** 🧡Come and join us for a casual friendly & social badminton session in Archway. This venue consists of 4 courts in total. 🚨Directions🚨 📍Enter via Thornbury Square road and walk all the way downhill. (Note: you won’t be able to enter through the school!) 🚶‍♂️10 minute walk from Archway or Highgate tube stations (Northern Line) 🚗 Free car parking on site 🚿 Showers, changing rooms, water fountain & toilets are available in **Rules** 🏸The session is for mixed ability players so please be positive and encouraging to all players. We highly encourage you to read the rules for classic doubles prior to the session so we can run the games smoothly. 👯‍♀️We play doubles for the whole time and keep rotating courts so everyone gets to play with each other. We use Yonex Mavis 300 Nylon Shuttle cocks. We also have a few spare rackets.

**Viendrez-vous assister à notre réunion Toastmasters?** Nous nous rencontrons "en mode Hybride" au coeur de Londres et tout le temps "en distanciel". Eh oui, que vous soyez basé.e au Royaume-Uni, au Maroc, aux Etats-Unis ou encore en France pour ne citer que quelques lieux, vous pouvez rejoindre notre cohorte internationale de francophiles et francophones "en ligne" via ZOOM :) 👀 REJOIGNEZ-NOUS !! Au programme de la soirée, vous aurez : * **des discours préparés** de 5 à 7 min délivrés par les membres de notre club Experience French Toastmasters, * **des évaluations,** * **des discours improvisés** de 1 à 2 min sur un sujet dévoilé le soir même, * **du feedback pour tout le monde :)** émanant des participants et également du grammairien, du gardien du temps et de l'évaluateur général. *(Note: It is all about **speaking and practising**, communication and leadership. We learn by speaking in front of an audience, taking on roles, getting feedback, and improving. We do recommend our club to people who are already fluent in French and in English.* *We LEARN by SPEAKING in FRONT of PEOPLE, TAKING ON ROLES, GETTING FEEDBACK, and IMPROVING.* Vous pouvez assister à quelques unes de nos réunions en tant qu'invité, avant de vous engager... C'est gratuit ! Ensuite, quand vous nous rejoignez **en tant que Membre**, vous suivez le programme éducatif Pathways de Toastmasters International. Venez prendre une part active dans le déroulement de nos réunions et le club. Venez vous amuser avec nous ! **Rejoignez le Club :)** **Nos frais d'adhésion sont extrêmement abordables.** C'est clairement une occasion à ne pas manquer ! Au plaisir de vous accueillir au club, A très bientôt :)

**BOOK HERE**: https://sportas.co.uk/games/47529 **Game Description:** Join Our Sociable Recreation Basketball Session, All Abilities Welcome. Whatsapp Group - photos and vids from the session: https://chat.whatsapp.com/CM9ZpUf4ZcABzyLp23hBaj We Have Both Competitive & Beginner Ability Players, Teams Are Mixed To Make It Balanced & Good Vibes Mixed Ability Session \- 1\.5hrs of Straight Games 4 Half Courts \- 4v4 Games \- 5min Per Game Winner Goes Up \- Loser Goes Down Rokeby School - 5min Walk From Canning Town Stn (Jubilee Line & DLR), Bus Stop Outside Venue. Secure Carpark - Available Via Morgan St Showers & Changing Room Available Naser - 07450213126 **Rules** 5min Games Call Own Foul Half Court Format - 4v4 Clear Everything Except Airballs Winner Goes Up - Loser Goes Down

**Hello there!** Our Face-to-Face Afternoon Classes are back this June in London! Are you learning English as a second language and looking for an opportunity to practise your English? Interested in **free, in-person classes**? We’ve got you covered! Here at **Stafford House,** our teachers-in-training are gaining hands-on experience by teaching enthusiastic English learners. Each lesson is interactive and fun, with plenty of opportunities to practise speaking, meet other learners, and improve your English along the way. We also offer **free online English classes**. Check out our other events for more information! Please see the **updated** details below! 🕑 **When:** From **8th June - 2nd July (4 weeks)** ➡️**Mondays, Tuesdays, Wednesdays, and Thursdays** 2:30 p.m. – 4:30 p.m. ➡️**Fridays** 1:30 p.m. - 3:30 p.m 📍 **Where:** Stafford House London, 2 Southampton Place, WC1A 2DA (just 2 minutes from Holborn Station) 📚 **Level: Both levels available** **\- Pre\-Intermediate \(A2\-B1\)** **\- Upper\-Intermediate \(B2\)** Spaces are limited and allocated on a first-come, first-served basis. Please arrive **15- 30 minutes early** to secure your spot. We will ask for your name and email upon arrival. *Please note⚠️ confirming attendance on Meetup does not guarantee a place in the classroom.* **Please note that class times or dates may occasionally change due to the nature of the course. If this happens, we will inform you by email.** We look forward to seeing you all very soon! Got Questions? send us an email at [[[teachertraining@staffordhouse.com](mailto:teachertraining@staffordhouse.com)]

**BOOK HERE**: https://sportas.co.uk/games/45264 **Game Description:** Come and join a casual mixed football game in Stratford 😎 **Directions:** 🚶‍♂️5 minute walk from Stratford International DLR Station 📍 Pitch 3 - In the small 6 aside cages NOT the big 11 aside pitch. **Rules** Classic 6 aside rules, can be explained at the start of the session. Please be encouraging and positive to all players 🧡

**Hello there!** Our Face-to-Face Evening Classes are back this June - August in London! Are you learning English as a second language and looking for an opportunity to practise your English? Interested in **free, in-person classes**? We’ve got you covered! Here at **Stafford House,** our teachers-in-training are gaining hands-on experience by teaching enthusiastic English learners. Each lesson is interactive and fun, with plenty of opportunities to practise speaking, meet other learners, and improve your English along the way. We also offer **free online English classes**. Check out our other events for more information! Please see the **updated** details below! 🕑 **When:** From **15th June - 19th Aug (12 weeks)** ➡️**Mondays & Wednesdays** 6:30 p.m. – 8:30 p.m. 📍 **Where:** Stafford House London, 2 Southampton Place, WC1A 2DA (just 2 minutes from Holborn Station) 📚 **Level: Both levels available** **\- Pre\-Intermediate \(A2\-B1\) \- Mondays** **\- Upper\-Intermediate \(B2\) \- Wednesdays** Spaces are limited and allocated on a first-come, first-served basis. Please arrive **15- 30 minutes early** to secure your spot. We will ask for your name and email upon arrival. *Please note⚠️ confirming attendance on Meetup does not guarantee a place in the classroom.* **Please note that class times or dates may occasionally change due to the nature of the course. If this happens, we will inform you by email.** We look forward to seeing you all very soon! Got Questions? send us an email at [[[[teachertraining@staffordhouse.com](mailto:teachertraining@staffordhouse.com)]

**BOOK HERE**: https://sportas.co.uk/games/50739 **Game Description:** Please be aware that our sessions are also on our own mobile app. Therefore, the number of participants you currently see may not reflect the total number of participants. To participate in this session, your first step is to attend one of our coaching sessions and receive approval from one of our experienced coaches. Our game is designed for players who possess a strong understanding of the sport and are eager for a more challenging experience. With fast-paced rallies, strategic plays, and a competitive atmosphere, you'll have the opportunity to refine your technique, enhance your agility, and strengthen your teamwork. This environment provides the perfect platform to elevate your volleyball skills and strive for victory. Join our vibrant community of passionate volleyball enthusiasts and prepare to showcase your talent on the court. Let's come together to play, learn, and excel in this exhilarating intermediate-level volleyball game! **Rules** By booking this session, you acknowledge and agree to comply with our terms and conditions, privacy policies, and cancellation policy, which can be found below. Participation in this session requires prior approval from one of our coaches during our coaching sessions. Kindly be aware that booking this session without a pre-existing invitation may lead to potential denial of entry, with no refund available. **Terms & Conditions at:** https://www.littlegiantsvc.com/terms-and-conditions **Privacy Policy at:** https://www.littlegiantsvc.com/privacy-policy **Cancellation Policy:** Bookings are non-refundable, non-transferable and non-exchangeable. This includes tournaments, volleyball camps, monthly memberships, 1-on-1 and 1 to 6 trainings & team membership fee. Social sessions are exchangeable if we are contacted within 24 hours prior to attendance at a social or coached session to transfer payment to your preferred date(within 30 days of the original booking) Little Giants VC will contact you in the event of postponement or cancellation to work with you.

Boost your personal brand by joining this career networking workshop for London professionals from all backgrounds! ​As part of The Personal Branding Series, "The Real Networking Talk" workshop will leave you with a completely new perspective on what it means to be a strong networker. ​In this hands-on workshop, we will reframe networking through the lens of personal branding, and you leave the room with an action plan with steps to be taken right after the session! ​ ## ​🧠 **What we will cover:** * ​Why everyone hates networking and what it REALLY means * ​How to make networking feel less awkward, less transactional and way more human * ​A 4-step framework to build your network with confidence and intention * ​How to leverage your personal brand to make a strong first impression online and offline * ​How to train your audacity muscle and create more opportunities for yourself * ​The Networking Bingo Card: a hands-on exercise and challenge to boost your network ## ​🎯 **Who is this workshop for:** * ​ambitious professionals from all backgrounds (founders, corporate employees, freelancers, students, job seekers). * ​people who want to “put themselves out there” but hates the idea of traditional networking. * ​professionals who want to become successful networkers! ## ​**🧰 What’s included:** * ​A 1h30min workshop session * ​Time before and after the workshop for you to connect with everyone in the room! * ​Nibbles, fizzy drinks, and a kit from The Personal Branding Series * ​A leave-behind networking exercise * ​Early-access to future workshops ## ​🎤 **About your facilitator:** > ​Juliana Damasco is a Personal Branding Strategist & Workshop Facilitator. Over the past years, she has helped professionals build personal brands through her original, academically validated method, empowering them to succeed at their careers with clarity and confidence. > ​Juliana has an additional 10 years of corporate experience and she currently works at one of the top global tech leading companies in the world.

In this session Richard Conway co-founder of the UK Azure Users Group will interview Alex Karim, from Microsoft UK. Alex is at the cold face of the customer journey running executive briefings and providing Microsoft solutions descriptions based on what customers are trying to do. Alex works across all sectors and verticals and gets under the skin of the problem for Microsoft's customers. In this Ask Me Anything session (within reason), Richard will interview Alex about his experience with customers, solutionising with Microsoft tools and how Microsoft are helping customers in the new world of AI. Promises to be a great session. Please respond in discussion with questions you want to ask and we'll get them on the list! BIO: Alex is a technology innovator and evangelist specialising in Mixed Reality & AI. Alex began his tech journey in Automotive & Formula 1 at McLaren, leading the first ever deployment of HoloLens 2 in the industry and various AR & VR related projects across design and engineering. This ultimately led him to Microsoft where he served as UK “Metaverse Lead” shaping go-to-market strategies across Mixed Reality, Azure IoT, and Azure Data & AI before joining the Microsoft Innovation Hub. Today, at Microsoft Alex helps customers navigate the shift to AI-native organisations - delivering design thinking & prototyping workshops for some of the world's biggest enterprises & brands. Outside of work he hosts the Masters of Innovation Podcast - where he interviews leading voices across technology and innovation. He is also an aspiring racing driver working to transition from Sim Racing to the real world.

GDG Cloud London is thrilled to be partnering with Skyscanner for a deep dive into the world of AI applications in Production. This meet-up is a unique opportunity to connect with fellow AI enthusiasts, industry practitioners, and researchers in a dynamic and interactive setting. We are going to have some pizza and networking at the end! Don't miss out, RSVP now!AGENDA 18:00 - Doors Open & Check-ins 18:30 - Welcome & Intro 18:40 - Ellen Muller - Vectors in the Newsroom: Building Smarter Image Search at the Guardian. When a photo editor searches our image management system for "protest" at 6pm on a deadline, they can't afford to get zero results because the images were captioned "demonstration." Traditional keyword search has no way to know those mean the same thing - and for an archive with inconsistent metadata, that gap matters. This talk is about how we added semantic search to the Grid (the Guardian's open source image management system) using embeddings and vector similarity. We'll dig into how vector spaces let you encode meaning rather than just text, and the practical choices (and mistakes) involved in shipping this into a real production system. 19:15 - Bruno Ripa - Technical challenges of AI adoption in Healthcare Deploying AI in healthcare requires solving a shifting equation: balancing high-fidelity clinical utility against rigorous data sovereignty mandates and punishing infrastructure costs. This talk breaks down how our company navigates this fluid landscape daily. We will cover where we use AI in our stack, how localised data compliance continuously reshapes our engineering choices, and the concrete technical hurdles we encounter along the way. Rather than showcasing a finalised architecture, we will focus on the ongoing design decisions and trade-offs required to keep our product secure, reliable, and compliant, all while aggressively optimising compute and operational costs—proving that surviving the mutating challenges of healthcare AI is a continuous process of lean execution. 20:00 - Pizza & Networking Agenda --- Speakers Bruno Ripa - Dyad (Senior AI Engineer) Ellen Muller - The Guardian (Software Engineer) Hosted By Amanda Cavallaro, GDG Organizer I'm an Aikidoka, Developer Advocate, Software Developer, Google Developers Expert, Linkedin Learning Author and a Full Stack Web Development Specialist. Saverio Terracciano, GDG Organizer Stefano Le Pera, GDG Organizer Lorenzo Turrino, GDG Organizer Kubra Harmankaya, Android Developer --- Partner Skyscanner (https://skyscanner.net/) --- Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cloud-london-presents-ai-in-production-vectors-in-the-newsroom-amp-healthcare-challenges/.

Hi folks! Welcome to our July Cloud Native London meetup! Join us to hear from our three great 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 Hossein Kakavand, Luther Systems (Talk TBC) 7:15 Putting Open GitOps to the test (Steve Fenton, Octopus Deploy) 7:45 Break 8:00 Making Efficiency a Platform Capability (Graziano Casto, Akamas and CNCF TAG Developer Experience) 8:30 Wrap up See you there! Cheryl (@oicheryl) **Putting Open GitOps to the test (Steve Fenton, Octopus Deploy)** The Open GitOps principles sound plausible, but the world is full of surprising realities. Join Steve Fenton and explore the GitOps research to see whether GitOps delivers on its promises, based on an analysis of over 600 perspectives from roles like DevOps engineers, developers, platform engineers, and cloud infrastructure engineers. *Steve Fenton researches the socio-technical systems behind software delivery; how organizations, people, and technology actually work together (or don’t). At Octopus Deploy, he explores GitOps, Platform Engineering, Continuous Delivery, and compliance through a lens shaped by punk history, psychology, and the kind of genre fiction that asks uncomfortable questions about systems and society.* *He’s an eight-time Microsoft MVP (DevOps), a DORA Community Guide, a CD Foundation Governing Board member, and a contributor to the CNCF Platform Engineering Community Group. He’s written books on TypeScript, Octopus Deploy, and Web Operations Monitoring, and occasionally writes horror fiction.* *https://www.linkedin.com/in/stevefenton/* *https://mastodon.social/@stevefenton* *https://bsky.app/profile/stevefenton.co.uk* **Making Efficiency a Platform Capability (Graziano Casto, Akamas and CNCF TAG Developer Experience)** There is a silent war happening in your organization. The Finance team demands lower cloud bills, Product demands faster features, and Reliability demands zero downtime. Caught in the middle is the Developer, expected to satisfy everyone manually, creating friction and cognitive load. To succeed, we must make efficiency an invisible platform capability. This talk explores a strategy to automate this balance using open source tools. We will implement a dual feedback loop: first, validating performance inside the pipeline to block regressions before they merge; second, analyzing production data to auto-tune workloads based on reality, not guesses. I will share a reference architecture and a live demo showing a pipeline that automatically rejects inefficient code, followed by an autonomous loop that opens a Pull Request to right-size resources based on real-world runtime behavior. *Graziano is a DevRel Engineer at Akamas, where he spends his days convincing computers to stop being lazy and start being efficient. A former distributed systems developer and product manager, he’s now on a mission to optimize the entire cloud-native universe, one Pod at a time. As a Co-Chair for the CNCF TAG DevEx and a member of the Kubernetes Release Team since v1.34, he balances deep infrastructure roots with a passion for developer happiness. Obsessed with AI, Platform Engineering, and saving the planet through better code, Graziano is basically trying to make the cloud faster, greener, and significantly less annoying for everyone.* *More on: [https://castograziano.com/](https://castograziano.com/)* *Check out [https://www.oicheryl.com/cloudnativelondon](https://www.oicheryl.com/cloudnativelondon) if you're interested in speaking or sponsoring.*

Registration Must Happen on: [https://www.eventbrite.com/e/building-an-ai-powered-b2b-outreach-engine-find-qualify-convert-tickets-1992273247915?aff=oddtdtcreator](https://www.eventbrite.com/e/building-an-ai-powered-b2b-outreach-engine-find-qualify-convert-tickets-1992273247915?aff=oddtdtcreator) From finding the right leads to the final follow-up - personalisation at scale. Generic outreach is dead. Spray-and-pray emails get ignored, burn your sender reputation, and waste hours you don't have. In 90 minutes, you'll build something better: an AI-powered outreach engine that finds the right businesses, qualifies them automatically, and writes personalised messages at scale that actually get opened and answered. Not just theory. Not "use ChatGPT to write faster." A real, repeatable system — built live, around an actual EU brand. You'll watch the full cycle work end to end, then walk out ready to run it on your own business tomorrow. Here's what you'll walk away with: 🎯 Find — Pinpoint your ideal customers and pull a clean, structured lead list from sources hiding in plain sight. AI does the heavy lifting. ⚡ Qualify — Turn your gut instinct into a scoring system the AI runs at scale, so you only chase leads worth chasing. ✉️ Convert — Write outreach that goes way beyond {{name}} — then sequence follow-ups that hold the thread and pull replies. By the end, you won't just understand AI outreach. You'll have designed the engine. Perfect for SME owners, founders, consultants, employees and students who want a system that works — not another AI demo. Seats are limited and these fill fast — grab yours now. 🕐 17:15–18:45 workshop · 18:45–19:15 networking & refreshments 📍 Barclays, 120 Moorgate, London 🤝 In collaboration with Barclays

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.

Hi everyone, We hope everyone's enjoying their (very) sunny summer ☀️. We'd love to invite you to the ☀️ **Summer** **Rooftop Edition**🍹 of our after-work networking event. Happening on **Tuesday 30th June**, please join us for a drink and a chat to enjoy the summer vibes! This event will be relaxed and informal, with the chance to meet and connect with other Women in Product London members. Please join us at **[The London Bridge Rooftop](https://www.londonbridgerooftop.com/)** in Colechurch House at London Bridge (nearest station), on Tuesday from **6:00pm** until around 8:00pm. Spaces are limited so please make sure you book now. As this event is not sponsored, any food or drinks you order will need to be paid for at the bar. See you soon The WIP London team x

You can sleep in on the Sesquicentennial (observed), we’re shifting to the following Friday. But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why I’d even want to. Thanks to the team at Nationwide of supporting the group.

We're planning a hands-on technical session focused on building AI solutions in ServiceNow - think skills, agents, and real-world use cases. If you’re curious about AI on the platform, RSVP now and stay tuned for more details. Let's build together!

Most people use LLMs by feel: ask a question, read the answer, decide whether it “seems good,” and move on. That works for casual use. It does not work when you are building software, automating workflows, writing important documents, or relying on AI for anything that needs to be repeatable. In this talk, we’ll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. We’ll cover how prompt changes affect results, how to compare outputs, how to build simple evaluation sets, and how math-based methods like similarity scoring can help you move beyond guesswork. This will be beginner-friendly, so even if you don't know anything about AI, you should get something out of it. However, this will be a little more technical than our intro talks. You do not need to be an AI researcher, but programmers and technically curious attendees will get a lot out of it. We’ll cover: * Why “it looks good” is not enough * How to improve prompts by changing the input, context, and constraints * How to compare LLM outputs more systematically * Basic evaluation techniques for accuracy, consistency, and usefulness * How embeddings, cosine similarity, and scoring can help evaluate results * Where automated evaluation works — and where humans still need to stay in the loop By the end, you’ll have a practical mental model for treating LLMs less like magic and more like systems you can test, measure, and improve. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

**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.

We have moved to guild.host. Look us up there. https://guild.host/events/buckeye-cocoaheads-rcavwd

**Practical Curiosity: Learning from Everyday Data** How do we actually get better at utilizing our day-to-day data? Fancy dashboards and complex models might look nice and draw attention, but that’s not where most of us spend our time. In fact those shiny outputs frequently sit unused, while the real insights are drawn from the analyst’s daily practice. Sometimes it’s as simple and as powerful as noticing that a segment is shrinking, a channel is underused, or certain links keep getting all the clicks. There’s many different places that the spark of insight can come from, but you have to keep your head in the data and know where to look. In this session, we’ll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. You’ll leave with inspiration for your own use cases, along with a few simple ways to ask better questions, spot meaningful patterns, and make smarter decisions without overcomplicating it. **About Our Speaker:** [Elaine Armbruster](https://www.linkedin.com/in/elainearmbruster/) is a Director of Digital Experience at the [American Diabetes Association](https://diabetes.org/), where she focuses on using data and insights to create smarter, more effective digital experiences. A lifelong Columbus resident, she has built her career in email marketing and the broader digital user journey, and is finding she most enjoys working in the messy middle where systems, data, and big ideas don’t quite line up yet. 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)

Topic to be announced. **CALL FOR SPEAKERS** Learn more: https://www.awscolumbus.com/get-involved/ **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: https://www.veeam.com/ **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **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