Kubernetes

**Everyone's talking about graphs now: What does Azure have to offer?** Microsoft Fabric now has a built-in graph database. So do you still need Neo4j? In this session we put Fabric Graph and Neo4j Aura head to head. Not as a marketing exercise, but as a practical decision guide. We’ll cover where Fabric Graph earns its place as a zero-friction, OneLake-native option for connected data, and where Neo4j Aura pulls ahead on query maturity, algorithm depth, and production readiness. We’ll run the same problem through both platforms live, so you can see the real differences rather than just read a feature table. You’ll leave with a clear decision framework: when to use what’s already in your Fabric capacity, when to bring in the specialist, and why the answer is sometimes both. **About the Speaker** Sandy is a Principal Innovation Consultant at Acora (a title all the cool kids aspire to) and Databricks Champion. He’s passionate about technology and finding the best tool for the job. Having recently worked on a project building out a knowledge graph, he’s got the experience with Neo4j to really show the differences between where it wins and where fabric wins.

**Please register on [Eventbrite](https://www.eventbrite.co.uk/e/ljc-meet-up-at-redis-tickets-1989301512374) join this event.** **About this event** The LJC is delighted to be partnering with our sponsor **Redis** for an exciting meetup! This will be a wonderful opportunity to learn, network and enjoy great food together. Huge thanks to our friends at **Redis** for sponsoring this event and supporting our Community. **Agenda:** **5:30pm:** Doors open **6pm:** LJC and Redis intros **6:10pm:** Samuel Agbede: Designing Production-Ready Multi-Agent Systems with Spring AI **7pm:** Break & food **7:30pm:** Leif Åstrand: UI with Redis and Vaadin using 100% Java **8:15pm:** Networking **9pm:** Event finish **Speaker One:** Samuel Agbede, **Title:** Designing Production-Ready Multi-Agent Systems with Spring AI **Synopsis:** Exploring how Redis can go beyond traditional caching to support semantic caching, intelligent routing, and short-lived application memory in AI-driven Java systems. **Speaker Bio:** Software Engineer and Developer Advocate at Redis focused on AI agents and memory systems. Samuel explores how context, retrieval and state shape intelligent behaviour in real-world applications. **Speaker Two:** Leif Åstrand **Title:** UI with Redis and Vaadin using 100% Java **Synopsis:** Full-stack development can be intimidating, especially when going beyond the typical CRUD. A reactive application with real-time updates requires knowing things like WebSockets on top of the regular frontend stuff. But what if you could build a full-featured full-stack web app using only straightforward Java? No JavaScript, no HTML, no CSS. Just Java. Join this live coding session to discover how to develop a reactive web app using Spring Boot, Redis and Vaadin. Starting from scratch, we'll cover everything: real-time updates, external services, and a good-looking UI. All in Java. **Speaker Bio:** Leif has been working with full-stack web application development in various ways for the past 20 years. Building applications, building frameworks for building applications, and in the last few years mainly working to understand what it takes to build applications. Works at Vaadin in areas related to product management, research, architecture and product development. This event is organised by [RecWorks](https://recworks.co.uk/ "https://recworks.co.uk/") on behalf of the London Java Community. The London Java Community is sponsored by Hazelcast, Neo4j, Redis, and Discover You can see our latest jobs [here](https://recworks.co.uk/java-developer-jobs-london/ "https://recworks.co.uk/java-developer-jobs-london/") You can see our privacy policy [here](https://recworks.co.uk/privacy-policy/ "https://recworks.co.uk/privacy-policy/") Continue the conversation at our Slack Group: [https://londonjavacommunity.slack.com](https://londonjavacommunity.slack.com/ "https://londonjavacommunity.slack.com") Sign up here if you're not a member: [https://bcrw.typeform.com/to/IIyQxd](https://bcrw.typeform.com/to/IIyQxd "https://bcrw.typeform.com/to/IIyQxd")

PEL Network helps you connect with the right people at luxurious locations. We welcome finance entrepreneurs, fintech founders, investors, business leaders and banking professionals from various fields. We always choose the luxurious lounges all around London so you can network in peace and focus. We make sure you feel comfortable and fulfill all of your needs. Our locations are at the heart of central london so it's easy for you to travel to and from. Food and drinks are also available at our venues. For our event, we have reserved an area of the venue so that we can mix and mingle and meet old and new friends, new contacts, and new clients too! We encourage everyone to talk to as many people in the event as possible. That said, once you feel a certain chemistry or opportunity with someone, we encourage to talk with them on a deeper level. We forget about 90% of people after a goodnight sleep. However when we establish an emotional resonance with someone, they will remember us the next day. Program: The evening's format is designed for networking in a relaxed setting, providing an opportunity to meet fellow business leaders, entrepreneurs, and investors. We emphasize building genuine relationships on a personal level. I will be there to help with introductions and get over the barrier of anxiety when approaching someone you don't know. How many people are attending? The venue has a capacity limit of 80 guests, and due to the popularity of our events and the unique ambiance of the location, we anticipate this event will reach full capacity quickly. We strongly advise securing your reservation early to ensure attendance. If you haven't gotten a ticket, you can pay when you arrive but it will be 50% more expensive than buying it in advance. Our events achieve success through a straightforward yet impactful strategy. A few days prior to the event, we establish a WhatsApp group for attendees interested in pre-event networking, enabling participants to arrange meetings both for the event day and beforehand. On the day of the event, you will experience a relaxing atmosphere with a hospitable and encouraging community. Dress code: business casual (no trainers, no jeans) Refund policy: Advance purchase tickets are offered at a discounted rate compared to those bought on the event day. Please note, these tickets are non-refundable but can be transferred to another individual of your choosing. PEL Network Membership: If you buy the yearly membership for our PEL Network you will receive the following benefits. 1. All the events are free for the whole year. 2. Join the members only community chats and events. 3. One free Motivational Profile Test 4. One free Sensory Personality Test 5. One free book a month (from our collections) 6. Free Consultation for your business growth, marketing, employee engagement and sales.

Hi Architects, Welcome to our the Fourth AWS London Well-Architected User Group Meetup!!! 🥳🥳🥳 Dragon Hall Trust, 17 Stukeley Street, London WC2B 5LT The AWS London Well-Architected Meetup is the latest chapter in the most popular AWS Meetup group globally. At each meetup we cover off various pillars of AWS best-practice in detail including insights from industry leaders that specialise in the Well-Architected Framework. We’ll be updating throughout the month with more speakers and our speakers so far this month include: * **Breached at 3am: How AI is Redefining Security on AWS** \| Oluwasile Adesanya \[Solutions Architect\] from Cadware Limited An overview of how the Well‑Architected Framework is evolving with AI-driven tooling, focusing on how solutions like Kiro transform detection and automated remediation of threats, practical benefits for teams, and recommended implementation patterns and pitfalls to avoid. * **AI-Assisted AWS Well-Architected Assessments with AWS Security Agent** \| Mahendran Selvakumar \[Senior Cloud & DevSecOps Engineer\] from Tata Consultancy Services This talk explores how AWS's new Security Agent can transform the traditionally time-consuming AWS Well-Architected Framework Review (WAFR) process by leveraging AI to automate and accelerate security assessments. So come join us at 6.30pm for a 7.00pm start, including drinks, snacks and friendly networking after our talks :-)

Looking for a relaxed, friendly board game night in London? Join us every Thursday at **Hiver Taproom**, one of the Top 20 London taprooms, just minutes from London Bridge and close to Bermondsey. Whether you're brand new to board games or a seasoned strategist, this is a welcoming space to meet people, try great games, and enjoy excellent craft beer. ## **🎲 What Happens on the Night?** We’ll have a wide variety of board games available to play — from light, social party games to deeper strategy favourites. ✔ Solo players and groups welcome ✔ An experienced boardgamer hosting and teaching games ✔ No need to bring anything, but you're welcome to bring your own games if you want! ✔ Friendly, inclusive vibe ✔ Great for after-work socialising Just turn up, grab a drink, and we’ll help you find a table. ## **🕯️ Featured Game: Blood on the Clocktower (Upstairs Room)** We’ll also be running a dedicated game of **Blood on the Clocktower** in our upstairs private room. If you enjoy social deduction games like Werewolf or Mafia, you’ll love this immersive experience filled with hidden roles, strategy, bluffing and dramatic reveals. Spaces for this game are limited, so check out our other [Meet Up](https://www.meetup.com/bermondsey-board-gaming/events/313537869/?recId=011e01f4-928d-46e7-8c80-a4f2bb539617&recSource=event-search&searchId=ef0f242b-9ae4-4596-ac34-a13066bd9b75&eventOrigin=find_page%24all) and please RSVP if you’d like to take part. ## **🍺 Why Hiver Taproom?** * One of London’s Top 20 taprooms * Known for craft beer brewed with British honey * Spacious tables perfect for gaming * Easy walk from London Bridge Station * Relaxed, community atmosphere ## **Who Should Come?** * Board game beginners * Experienced hobby gamers * People new to London looking to meet others * After-work socialisers * Anyone who prefers dice and strategy over noisy bars If you’re searching for a regular Thursday board game meetup near London Bridge, this is your new weekly spot. RSVP now and join us for great games, great beer, and great company. 🎲🍻

**LLMday: In-Person Event on LLMs, AI & ML in LONDON** Conference focused on Large Language Models (LLMs), Artificial Intelligence, and Machine Learning, bringing together engineers, researchers, and product teams to share real-world experience building, deploying, and operating AI systems. 🫆[Speakers & Topics](https://llmday.com/2026-london-q2/) 🎟️ **Important:** Meetup RSVPs are for interest only. Still NEED registration, it is handled exclusively through Luma [here](https://luma.com/llmday-2026-london-q2?lm_source=embed) Enjoy 50% OFF with promo code: MEETUP50

**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/startup-networking-london-founders-investors-meetup-tickets-1989138917047?aff=meetup](https://www.eventbrite.co.uk/e/startup-networking-london-founders-investors-meetup-tickets-1989138917047?aff=meetup)** London startup networking event for founders, investors & entrepreneurs. Build connections, explore opportunities, and grow your network. Join the 31st edition of Startup Connector®, London’s premier startup networking event, bringing together founders, entrepreneurs, investors, and innovators building the future of business. Hosted by London Connector® at Home House Studio, this edition offers a refined and welcoming setting where meaningful conversations unfold naturally. Designed for high-quality connections, the evening brings together early-stage founders, co-founders, experienced entrepreneurs, angel investors, venture capital professionals, and ambitious business leaders. Whether you are launching a startup, scaling your company, seeking investment, or exploring new partnerships — Startup Connector® creates the ideal environment to meet the right people within London’s dynamic startup ecosystem. ### **⭐ Why Attend Startup Connector®?** **🤝 Connect with Founders & Innovators** Meet startup founders, co-founders, and entrepreneurs building exciting ventures across London in a space designed for genuine interaction. **🌐 Expand Your Network** Build meaningful relationships with investors, mentors, collaborators, and partners who can support your growth journey. **💡 Unlock Opportunities** Discover potential partnerships, co-founder connections, and investment conversations with people actively shaping the startup landscape. **📈 Real Conversations, Real Insights** Engage with individuals who are building and scaling businesses — no panels, no pitches, just authentic, valuable exchanges. ### **👥 Who Should Attend?** This event is designed for: * 🚀 Startup founders and co-founders * 💼 Entrepreneurs and aspiring founders * 💰 Angel investors and venture capital professionals * 🧠 Advisors, mentors, and consultants * 💻 Tech professionals and innovators * 🏢 Business owners and directors exploring the startup space If you're looking to connect with ambitious, like-minded individuals in London — this is where it happens. ### **📅 Event Details** * **Date:** 29th May 2026 * **Time:** 17:00 – 20:00 * **Venue:** Home House Studio A fully hosted, free-format networking experience focused on quality conversations in an elegant 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 entrepreneurs while building valuable relationships within London’s thriving startup ecosystem. **📲 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. ### **📸 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 parties](https://www.eventbrite.co.uk/d/united-kingdom--london/party) * [London Business parties](https://www.eventbrite.co.uk/d/united-kingdom--london/business--party)

We are excited to announce our May Community Showcase. This event is an opportunity for individuals at all skill levels to come together and share their experiences with Rust. Whether you’re working on a personal project, contributing to an open-source initiative, or teaching a concept related to Rust, we invite you to present your work and insights. Take this opportunity to build your confidence and share what you are doing. Speakers === **Sang Young Noh** **Talk title:** FerrumMD: Building a Molecular Dynamics Engine in Rust **Abstract:** FerrumMD is a molecular dynamics engine written in Rust, built to explore high-performance scientific computing from first principles. The project implements core simulation components, including Lennard-Jones interactions, periodic boundary conditions, Verlet integration, velocity rescaling, and electrostatics via Particle Mesh Ewald. It aims to bridge computational chemistry, systems programming, and extensible design for future free-energy workflows. === **JC Campagne** **Talk Title:** DAGraph: Local reactive graph-based data analytics in Rust. **Abstract:** DAGraph is a reactive node-based canvas app for local data analytics — every cell is a node in a reactive DAG, from basic arithmetic to OLAP-style SQL. Built in Rust, it runs natively or fully in-browser via WASM, with no server and no data leaving your machine. === **Darek Luksza** **Talk Title:** Building a streaming technical-analysis crate in Rust **Abstract:** Darek will share lessons from building quantedge-ta, an open-source Rust crate for technical analysis indicators designed for streaming market data rather than batch-only calculation. The talk will cover practical problems around warmup periods, convergence, forming versus closed bars, and stateful updates, plus where Rust helped and where the ergonomics became tricky. === **Ben Knightsberg** **Talk Title:** AI and Encryption: Hmm or Mmm? **Abstract:** A wacky deep dive into modern encryption, focusing on homomorphic techniques and their practical implications through Rust. Drawing on recent work, we'll explore how secure computation can unlock value without exposing data. We'll also figure out how to successfully engage partners to invest in encryption initiatives, translating complex cryptography into tangible business outcomes and strategic advantage across multiple sectors globally.

🎉 Event #24 – The Analytics Engineering Meet-up 🎉 The London Analytics Engineering Meet-up - Hosted by Google! Last year this was the meet-up with our highest attendance. Sign up early for this one. 🎤 Talks: [David Cox](https://www.linkedin.com/in/david-ryan-cox/)[ ](https://www.linkedin.com/in/david-cox-2948384/)– Business Intelligence Lead Engineer, Lloyds Banking Group Talk: *The journey to self-service through conversational (AI) analytics.* [James Sean Dickson](https://www.linkedin.com/in/jamesseandickson/) – Senior Analytics Engineer, Voy Talk: *Project Zen Garden - A philosophical approach to maintaining a reliable, scalable and maintainable data platform.* 📅 RSVP is Open This event will be over-subscribed, so set reminder — you won’t want to miss it! 📍 Agenda 6pm – Doors open, networking, food & drinks 7pm – Talks kick off 8:30pm – More drinks & networking @ local pub This is a fantastic opportunity to connect with some of the UK’s top data professionals, share challenges, and exchange learnings. The Analytics Engineering Meet-up is a community for data professionals working with the modern data stack, machine learning or AI. We host regular meet-ups featuring talks from data leaders building and scaling analytics, data platforms, and AI in forward-thinking teams. The community is ideal for Data Engineers, Analytics Engineers, Analysts, and those working in Data Science, Machine Learning, or AI. The meet-up is organised by [Cognify](https://cognifysearch.com/), the recruitment partner for modern data and AI teams. Our event sponsor is [Meltano](https://meltano.com/), an ETL platform built on open-source foundations, engineered by experts for cloud scale, efficiency, and reliability. We’re always on the lookout for venues to host and guest speakers to inspire. If you’d like to get involved, feel free to chat with one of the Cognify team at any event. If you’re eager to dive deeper into industry insights, check out The Stacked Data Podcast for conversations with industry leaders. Listen on: [Spotify](https://open.spotify.com/show/24fIpekn8WfRDZsVHNcf7Q) **No-Show Policy:** If you miss 2 consecutive events or 2 out of 3 events, you won’t be able to attend the next event. We hope you understand this is to keep things fair for venues and other attendees.

Inviting all women and non-binary NSLondoners to a relaxed Sunday morning coffee social ☕️😌 Feel free to bring an app or code project to show and talk about, but no pressure if you’d rather just come along for a chat and to meet others in the community! Please RSVP on Meetup if you’re planning to come. Looking forward to seeing you there! All attendees are expected to follow our [code of conduct](https://nslondon.com/coc.html).

Join us for another evening at #WPLDN, where we're tackling two of the more practical conversations happening in WordPress right now. First up, the migration question: how do you move thousands of legacy ACF Flexible Content posts into the block editor without losing your weekend? Then we're shifting gears to security, with a live interview exploring how AI is reshaping both sides of the WordPress security landscape. 📅 **Date:** Thursday, 28 May 2026 ⏰ **Time:** 6:00 PM BST 🎟️ **Cost:** Free (Registration Required) \-\-\- **Session 1: How We Automated Migrating Thousands Of Blog Posts From ACF Flexible Content To The Block Editor** 🤝 **Speaker:** Cameron Jones ([cameronjonesweb.com.au](https://cameronjonesweb.com.au)) Before the block editor arrived, ACF's Flexible Content field was the go-to for giving clients control over custom layouts. The block editor now offers a far more powerful experience, but that leaves a familiar problem: how do you migrate thousands of existing posts without manual rebuilds? Cameron will walk through how his team automated the entire process with just a few lines of code. Cameron Jones is the owner and lead developer of Shortie Designs, a web design agency based in the little beach town of Victor Harbor. With over a decade of experience building websites at various local and international agencies, he acquired Shortie Designs in 2024 to take the leap from developer to business owner. With a particular speciality in plugin development, Cameron is also the founder of Mongoose Marketplace, where his free and premium plugins have been downloaded over 400,000 times. He also works with the free donation platform Ko-fi to maintain their official WordPress plugin and authored the popular “WordPress Plugin Development For Beginners” course, which has been taken by almost 1,000 students. \-\-\- **Session 2: A Conversation with Robert Abela & Tim Nash: WordPress Security, AI & the Human Factor** 🤝 **Speakers:** Robert Abela ([Melapress](https://melapress.com)) and Tim Nash ([WP Security 101](https://wpsecurity101.com)) What are the biggest security challenges facing WordPress today, and how is AI changing the landscape for both attackers and defenders? Robert and Tim join us for a live interview and audience discussion covering modern WordPress security, user account protection, and why user awareness and visibility are becoming critical to keeping sites safe. Robert Abela is the founder and CEO of Melapress, where he and his team build WordPress plugins that help people manage and keep their websites and users secure. Tim is a WordPress Security consultant and professional doomspeaker. He teaches WordPress Security through his [wpsecurity101.com](https://wpsecurity101.com) course and provides consultancy services via Tempered Ltd. \-\-\- **Schedule:** 🔹 **6:00 PM** – Doors Open & Networking 🔹 **6:30 PM** – Welcome & Session 1: Cameron Jones 🔹 **7:30 PM** – Short Break & Networking 🔹 **7:45 PM** – Session 2: Robert Abela & Tim Nash 🔹 **8:30 PM** – Social & Wrap-Up \-\-\- **📢 RSVP Now!** Whether you're knee-deep in legacy content migrations or thinking through your security posture, there's plenty here to chew on. Bring your questions, bring your scepticism, and we'll see you at #WPLDN! \-\-\- **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), 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.

**Prompt to Motion: AI Powered Images & Animation** **Description** Join us for a hands on workshop wehere we will learn how to turn text prompts into styled visuals and short animations using open-source AI tools. You’ll work with a pre built open source pipeline in [ComfyUI](https://comfy.org) and [StableDiffusion](https://stablediffusionweb.com) to create your own motion based output for creative purpose. **Agenda** * 6:00: Welcome & Networking * 6:30: Introduction to Generative AI Tools (Open Source) for Images, Videos. Basics of prompt → image → motion with control over pipeline * 7:00: Hands-on exercise: generate images & animate on your laptop * 8:30: Quick showcase & Close **Pre-reqs** * Laptop (GPU helpful but not required) * No prior AI experience required **Insutrctor**: Suyash Joshi is an experienced software engineer and AI evangelist who worked for over a decade in London and SF Bay Area. He obtained Masters at Goldsmiths and Bachelors at University of Michigan and is also the organizer of this meetup community. **Sponsor**: Huge thanks to [Ramen Space](https://www.ramenclub.so/ramen-space), specially Charlie and Solomon from hosting us!

**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.

**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** Like it or not, AI agents are now capable of turning a quickly written paragraph of requirements into a pull request that is ready to be integrated into real-world production applications and it's now our responsibility to make sure AI doesn't go rogue and take down prod - or corrupt our data by misunderstanding the requirements or our existing schemas. In this session we'll explore strategies to protect our codebases through unit and integration testing, documentation, and code review along with additional ways of providing context and guard rails to our AI agents as they carry out the work we've assigned them to do. By the time we're done, you'll have a firm grasp of the problem and understand some helpful options for protecting your codebase from vibe coding mishaps getting YOLOed into prod. **YouTube Link** https://youtube.com/live/BltmWMH1zG0?feature=share

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

Free monthly networking for Columbus business owners. Real conversations, real connections, no forced formats. Space is limited. RSVP now. Most owners leave networking events with a stack of business cards and no plan. The best leads quietly slip through the cracks. Networking Night is a monthly meetup for Columbus business owners who want to build real local relationships, not just trade contact info. Every kind of local business welcome. No pitch round, no pressure, no awkward speed-networking. **This month** We are focused on referral relationships. Walk in with a clear idea of who refers people like you. Walk out having met a few owners whose work fits next to yours. **What to expect** Doors open at 6 PM. You get real conversation with other local owners, time to actually connect, and a short marketing lesson woven in. The room is reserved through 7:30 PM. **Who this is for** Any local business owner who wants to grow through relationships, not just paid ads. 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** * Last Thursday of every month * 6:00 to 7:30 PM * COhatch Easton * 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 owners build the system that keeps their phone ringing, including tracking the referral relationships built in rooms like this one. Learn more at learnlocalmarketing.com. Register here: [https://www.eventbrite.com/e/local-marketing-networking-night-tickets-1988510112275](https://www.eventbrite.com/e/local-marketing-networking-night-tickets-1988510112275)

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!

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)