Behavior-Driven Development

Join us for a conversation with Sterre van der Laken, Strategy and Programs Lead at the AI Centre at Salesforce, Dilawar Azhar, Strategy & Transformation Manager at The AA, and Irene Escobar Castells, AI Learning & Transformation Manager at IAG Transform. Together, they’ll explore how organizations can enable their workforce to thrive in an AI-driven world. As AI reshapes jobs and workflows, organizations need more than technology, they need people ready to adapt. Sterre van der Laken, Dilawar Azhar, and Irene Escobar Castells will share how learning, capability building, and AI enablement programs help teams develop the skills to work alongside AI and drive meaningful transformation. **Speakers** **Sterre Van Der Laken - Strategy & Programs Lead, AI Centre, Salesforce** Sterre van der Laken is Strategy and Programs Lead at the AI Centre at Salesforce, where she leads design-led AI programmes and strategic initiatives that help organisations navigate the rapidly evolving AI landscape. Her work focuses on bridging strategy and execution, bringing together cross-functional teams to turn emerging AI capabilities into practical, real-world solutions. She is also a frequent speaker on AI, leadership, and design thinking, helping leaders understand how to translate AI innovation into meaningful business impact. **Dilawar Azhar - Strategy & Transformation Manager, The AA** Dilawar Azhar is a Strategy & Transformation Manager at The AA, where he works on initiatives that modernise operations, improve customer experiences, and drive organisational change across the business. His work focuses on aligning strategy with execution, helping teams adopt new technologies, streamline processes, and deliver more efficient services to millions of drivers and members. With a background in finance and transformation, Dilawar brings a data-driven approach to solving complex business challenges and enabling long-term growth. **Irene Escobar Castells - AI Learning & Transformation Manager, IAG** Irene Escobar Castells is the AI Learning & Transformation Manager at IAG Transform, where she leads initiatives to build AI capability, drive organisational change, and accelerate digital transformation. She focuses on empowering teams through AI education, strategic enablement, and thoughtful integration of artificial intelligence into business processes to unlock value and drive sustainable growth. **Event Overview** AI isn’t just about tech, it’s about people. This session explores how organizations are building skills, capability, and learning programs to prepare employees for AI-driven work. **01 - Building Skills for an AI Workforce** Learn how to identify the capabilities teams need to work effectively with AI, and how to design programs that develop these skills strategically. **02 - Learning and Development in the Age of AI** Explore best practices for creating AI-focused learning programs that accelerate adoption, support upskilling, and empower employees. **03 - Driving AI Enablement Across Teams** Discover how to embed AI into workflows, create a culture of experimentation, and enable employees to leverage AI safely and effectively.

June Edition ✨✨! We will be at the MongoDB London office! Django London Meetup is a monthly meeting to discuss Django, Python, the web, and related topics. The meetups are open to all with an interest in building websites with Django. (in-person only event, no streaming) **Talks:** **AI Agents Need Memory Too: Building Systems That Remember What Matters — Abigail Afi Gbadago** AI agents are only as good as what they can remember, but deciding what to store, where to persist it, and how to retrieve it at the right moment is harder than it sounds. This talk walks through a practical framework for architecting memory systems for agentic applications, covering memory types, storage patterns, retrieval strategies using vector search, and managing the full memory lifecycle in production. Afi is a Senior Software Engineer and Developer Advocate (MongoDB). She serves as Vice President of the Django Software Foundation, a Fellow of the Python Software Foundation, and is a Microsoft MVP for Python and Web. Afi is passionate about building great software and stronger tech communities. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Replay Failed Python Runs: Reverse Debugging When Logs Aren’t Enough** **\- Nathan Matthews** Reproducing Python failures from a traceback alone is often impossible once the request is gone or the environment has changed. This talk introduces Retrace, an open-source reverse debugger that lets you record, replay, and step backwards through a failing run, giving both developers and AI agents concrete evidence for debugging. Nathan Matthews is Co-founder and CTO of Retrace Software. He has spent his career building complex Python and distributed systems across fintech, developer tools, and data platforms, including roles at 10x Future Technologies, Digital Asset, Elsevier, and Droit. At Retrace, Nathan leads the technical work behind deterministic replay and reverse debugging for CPython. **Want to share your Django or Python knowledge?** We’d love to feature your talk! Just fill out our [Speaker form](https://tinyurl.com/django-london-speaker-form) to propose a talk! **Agenda:** • 6:15pm Doors open, socialising • 6:30pm Food and drinks offered by our sponsor • 7:00pm Doors close • 7:15pm Introduction, Talks • 8:30pm Socialising • 9:30pm Fin **Please make sure to arrive between 6:15 PM and 6:55 PM**. If you arrive earlier than 6:15 PM or later than 6:55 PM, you can take a seat in the seating area located in the downstairs reception. **Please note that we cannot accommodate arrivals after 7:15 PM.** Our meetups are governed by a [Code of Conduct](https://www.djangolondon.com/code-of-conduct/). Please take a few minutes to read it. This meetup is sponsored by: • [MongoDB](https://www.mongodb.com/): “MongoDB is a database for dynamic, demanding software.” • [Kraken Tech (Octopus Energy Group)](Octopus%20Energy%20Group): "Kraken is a revolutionary energy tech platform built with predominantly Python & Django. We serve 54 million households worldwide and have 38GW of contracted capacity." • [JetBrains](https://www.jetbrains.com/): "We make professional software development a more productive and enjoyable experience." Website: [https://djangolondon.com](https://djangolondon.com/) BlueSky: [https://bsky.app/profile/djangolondon.com](https://bsky.app/profile/djangolondon.com) Github: [github.com/djangolondon](https://github.com/djangolondon/) Open Collective: [opencollective.com/the-london-django-meetup-group](https://opencollective.com/the-london-django-meetup-group/)

We're back with our third event of the year and we couldn't be more excited. We'll stick to our usual format of 2 speakers and a fireside chat (with a twist this time). If you've not been to one of our events before then here is what you can expect. CRAP (Conversion Rate Optimisation, Analytics, Product) Talks is a cross-discipline event. We don't work in silos so why network and learn in silos. In the past we've had speakers from Data, Analytics, CRO, Product, Marketing, Data Science, Design and Research and so many more. If you work in tech, chances are you work cross-functionally, so come along and meet people doing amazing things in tech. **Hosts:** RVU - https://www.rvu.co.uk/ **Venue:** RVU The Cooperage, 5 Copper Row, London SE1 2LH **Date:** 09/06/2026 6pm doors open Talks kick off at 630 Wrap up approximately 9:00pm. **Speakers:** * **[Aya Gaballa](https://www.linkedin.com/in/aya-gab/)** \- "Building Products for Different Cultures" * Co-Founder & Product Lead, Kham Lab * **[Mark Palfreeman](https://www.linkedin.com/in/mark-palfreeman-662044160/)** \- "Gambling with Success: The Complexities Around Measurement in an Industry with Stellar Growth"\. * Senior Business Intelligence Manager, Flutter UKI **Fireside Chat:** * **[Alex Homan](https://www.linkedin.com/in/alexander-homan-3aab2a141/)** \- "Analytics in the age of AI" * Lead Data Analyst, Huel

**Looking for a business networking event in London for professionals in architecture, interior design, property development and hospitality?** Join us in **Covent Garden** for a quality networking evening hosted by **digital business card app GMax Card**. **What to Expect** * **Connect with** **architects, interior designers, hospitality professionals, property developers, and business owners** in a relaxed yet purposeful setting. * **Build valuable business relationships**, exchange ideas, discuss design, development, and hospitality trends, and uncover new commercial opportunities. * A **lightly structured event** \- not a formal conference\, nor a random pub mingle\. * An atmosphere that feels high-quality yet relaxed, with **space for meaningful professional conversations** and industry connections. * Hosts are there from the start to **help with introductions.** **Who You'll Meet** * Architects, architectural designers, and design consultants * Interior designers, fit-out specialists, and workplace design professionals * Hospitality business owners, hotel professionals, venue operators, and restaurant groups * Property developers, investors, landlords, and real estate professionals * Property management professionals, estate agents, and letting agents * Suppliers, consultants, and service providers working across design, hospitality, and the built environment * Business owners, finance professionals, entrepreneurs, and other professionals seeking commercial connections in London **How the Evening Flows** 18:30 - Arrival 19:00 - Short introductions 19:30 - Open networking 21:30 - Close Hosts are there from the start to **help with introductions.** **Venue: Olea Social, Covent Garden** Olea Social is a stylish Mediterranean bar in the heart of Covent Garden, offering a warm, high-quality setting for relaxed, meaningful networking. Just a short walk from both Covent Garden and Leicester Square stations, it is easily accessible from multiple tube lines. The event will be held in a reserved area within the venue. **Entry & GMax Cards** * Free RSVP: Event access only * Paid ticket (when available): Includes a contactless GMax Card (ask host to claim; not distributed automatically) **Dress Code** Business / smart **Hosted by:** [GMax Card - a digital business card](www.gmaxcard.com) platform designed for modern networking and professional connections beyond LinkedIn. Share all your contact details through one simple link. **Important Info** * 18+ (ID may be required) * Photos/video by [CineEye Audiovisual Production Studio](www.cineeye.co.uk) (inform us if you prefer not to appear) * Attendance is at your own risk. Organisers and the venue are not liable for any injury, loss, or damage. **Limited spots - register early!** Join our [WA Business Community](https://chat.whatsapp.com/FJdEP809H5U8WQ4y4BLLS5?mode=hqctcli) to stay connected between events, and follow us on [LinkedIn](http://linkedin.com/company/gmax-card) for upcoming dates.

​Join **AI Signals** and **LangChain Community London** for an evening of technical talks, practical insights, networking, and community conversations around the future of AI applications. ​This meetup brings together developers, founders, researchers, students, product teams, and AI builders to explore how modern AI systems are being designed, deployed, and scaled in the real world. ​The evening will focus on **AI agents, RAG pipelines, LangChain, production-ready AI workflows, storytelling in AI, and practical lessons from people actively building with emerging technologies**. *** ## ​Schedule ​6:00 PM — Doors open, pizza, drinks, and networking ​6:30 PM — Welcome ​6:35 PM — [Anshul Yadav](https://www.linkedin.com/in/anshulyadav1976/?utm_source=luma): AI Engineer @ Li & Fung The Agent Is Not the Product: The Harness Is ​7:00 PM — Break ​7:15 PM — [Bilge Aksu](https://www.linkedin.com/in/bilge-aksu-90595837/?utm_source=luma): ML Engineering Manager @ Cleo ​7:40 PM — Lightning Talk 1: [Abd Bastola](https://www.linkedin.com/in/abda-bastola-b0447b13a/?utm_source=luma): Senior Software Engineer @ AWTG ​Why Most AI Agents Never Reach Production ​7:47 PM — Lightning Talk 2: [Sofía Sánchez-Zárate](https://www.linkedin.com/in/sof%C3%ADa-s%C3%A1nchez-z%C3%A1rate-91493381/?utm_source=luma): Head of Technical Ecosystem @ CopilotKit ​AG-UI & The Generative UI Spectrum ​7:54 PM — AI Signals Wrap-Up ​8:00 PM — LangChain Final Remarks ​8:10 PM – 9:00 PM — Wrap-Up, Networking and drinks at [Angel London](https://g.co/kgs/3FVpa2i?utm_source=luma) *** ## ​What to Expect ​The evening will feature technical and practical discussions around: * ​Building reliable AI agents and intelligent workflows * ​RAG pipelines for real-world applications * ​Moving AI prototypes into production * ​Storytelling, design, and user experience in AI products * ​Lessons from AI builders, engineers, product leaders, and community speakers ​Whether you are experimenting with AI agents, deploying RAG systems, exploring LangChain, or simply curious about where AI development is heading, this meetup is designed to help you learn, connect, and contribute. *** ## ​Who Should Attend ​This event is ideal for: * ​Software engineers * ​AI and ML practitioners * ​Product managers * ​Founders and startup teams * ​Researchers and students * ​Designers working with AI products * ​Anyone interested in building practical AI applications ​You’ll gain insight into the tools, architectures, and workflows behind the next generation of intelligent applications, while connecting with the growing London AI and LangChain community. *** ## ​Important Information ​Please note that attendees will not be able to enter the venue before **6:00 PM**. ​RSVPs will close **24 hours before the event**. You may be unable to register after this time, but remote viewing will be available via our YouTube channel. ​Our hosts may require a list of all attendees. Please register using a name that matches your **government-issued ID or bank card**. If your registered name does not match your ID, we cannot guarantee entry to the building. ​If you can no longer attend in person, please un-RSVP so your space can be made available to someone else. *** ## ​About AI Signals ​**AI Signals** is a community focused on exploring the latest developments in artificial intelligence, emerging technologies, and practical AI adoption. It brings together builders, learners, and professionals interested in understanding how AI is shaping the future of work, business, and society. *** ## ​About LangChain Community London ​**LangChain Community London** brings together developers, AI engineers, researchers, and technology enthusiasts interested in building applications powered by large language models, agents, retrieval-augmented generation, and production AI systems. *** ​A huge thank you to our speakers, sponsors, hosts, volunteers, and community members for making this event possible. ​**Secure your place and join us for an evening of learning, collaboration, and AI community energy in London.**

Tickets for this event are available to be purchased on Meetup or through Eventbrite at the following link: [Eventbrite link](https://www.eventbrite.co.uk/e/property-nexus-london-city-property-networking-event-june-2026-tickets-1988669310441?aff=oddtdtcreator) PLEASE NOTE this is a paid ticketed event and tickets must be purchased before the event through Meetup or Eventbrite PLEASE ALSO NOTE we take most of our event bookings through Eventbrite so the number of attendees booked for an event is much larger than that displayed as RSVPs on this Meetup page (normally about 50-100 attendees) Property Nexus (UK property network) is excited to be holding our **London City** **Property Networking Event** at **Be At One Bar** **Liverpool Street** on **Tuesday 9th June 2026** This is a premier networking event for the London property industry. At the event you can expect to meet a diverse group of professionals from property, construction, and other sectors within the built environment, including: * architects & interior designers * surveyors * property & estate agents * project managers & facility managers * structural & highways engineers * planning & property consultants * property, planning & construction lawyers * property investors & financiers * property developers & asset managers The event is informal, friendly and relaxed allowing you to mix and talk with other attendees and make contacts and business leads. There are NO sales presentations, gimmicks or other catches at the event, just pure property networking! **Be At One Bar Liverpool Street** is a stylish and modern cocktail bar located in the heart of the City of London. We have a private area booked for our event, **The** **Loft Room** which is an intimate space perfect for our networking event. The closest tube and train station is Liverpool Street. The Loft Room is located on the top floor of Be At One Bar Liverpool Street During the event, a variety of beverages such as wine, beer, and water are provided initially until they are all gone (so be punctual!). Later, a private bar is accessible for attendees who want to buy extra drinks at their own cost **Dress Code:** Smart Casual (no trainers, no sportswear and no hats) **ID required:** The venue is a licensed premises and therefore may require identification such as driver's licence / passport to be presented on arrival To see pictures of our previous property networking events please click [here](https://propertynexus.co.uk/past-events/) ​ We hope to see you there at the event ...and don't forget to bring your business cards! Please ensure that you purchase your ticket as soon as possible as places are limited *No refunds or transfers are available should you wish to cancel or are unable to attend the event* *All event bookings and payments are processed through Meetup (via PayPal) or Eventbrite and attract transaction fees charged by PayPal or Eventbrite and any terms and conditions applied by Eventbrite, PayPal or Meetup apply* *For other terms and conditions which apply to all event bookings​ please see the Event Booking Terms and Conditions on the Property Nexus website ([https://propertynexus.co.uk/event-booking-terms-and-conditions/](https://propertynexus.co.uk/event-booking-terms-and-conditions/))*

We are a welcoming community of board game designers and playtesters, please join us and bring your games in development for feedback, to play upcoming games, or just to chat about the hobby and industry! We range from first-time designers, hobby designers, published designers, and publishing companies. We meet **every Tuesday** at The Ludoquist board game cafe in Croydon, from 6:30pm-10pm. We try to ensure that as many games can be played in an evening, and prioritise those that haven't been able to test their games recently, although we cannot guarantee that your game will be played in the first session you join. You can also join our Facebook Group community for feedback and discussion: https://www.facebook.com/groups/playtestuksouthlondon We look forward to seeing you!

Neha's Baithak – Healthy Community Supper Clubs Good food. Great people. Meaningful connections. Neha's Baithak Supper Club is hosted at Astro Coctkail Bar on Saturday, 13th June - 1pm to 4pm For £25 per person - ### What to Expect 🥗 Delicious homemade healthy Indian platter 🍹 Refreshing welcome drink (mocktail or cocktail option) 🎲 Fun and engaging games & activities 🤝 Opportunities to meet new people and build meaningful connections 😊 A relaxed, judgement-free atmosphere where everyone belongs Please use the link below to book your space - fomo is real ! https://forms.gle/A2pYS4mFdbxEGadm7 for more info - Call: 07519173645 Email: baithaksuppers@gmail.com Insta: nehasbaithak Website: www.nehasbaithak.com

We are excited to host our coding dojo with Spektrix! We'll kick off with an introduction to TDD, its core principles, and following disciplined emergent design. Through hands-on pairing and mob programming, you'll experience how writing tests first doesn't just catch bugs, it shapes cleaner, more intentional code from the ground up. **What about AI tooling?** We encourage the use of AI tooling! We will briefly walk through how such tooling can act as multiplier, not to shortcut the discipline of TDD. **Don't have AI tooling?** No problem. TDD is a discipline that stands on its own, with or without AI. But if it's something you'd like to try, we can pair you with somebody who has the tools set up. Join us for an evening of coding, food and drinks. Come and code along, share ideas, discuss best practices with Test Driven Development and learn from our expert Crafters and your peers in the London Software Craftsmanship community. **What’s the format?** After a short intro, we’ll get into groups/pairs or work solo, whatever people feel most comfortable with, and start building. You choose how you want to work and what language you want to code in. This session is about collaborating with others, becoming a better developer and building your network, in a fun, relaxed environment. We'll be sharing ideas, discussing best practices and using this as an opportunity to learn from our fellow coders. All levels of experience very welcome, if you want to brush up on your Test Driven Development skills or are a complete novice, do come along. All welcome! All you need to do is bring a laptop if you’d like to code along - please have your preferred language and editor setup. **Food and Drinks** Pizza and drinks will be provided upon arrival

Our meetups are friendly, inclusive and conversation-driven, designed to create a space where founders, operators and investors can share practical experience, discuss challenges openly, and learn from others who are building and scaling technology businesses in the real world. This session will include founder and operator talks, Q&A, guided discussion, and time for networking with peers across the startup and venture community. **We run:** • Bi-monthly in-person meetups in London • Occasional online sessions for our wider ecosystem Please keep an eye on our Meetup page for future events. Food and refreshments will be provided for in-person events where a host venue is supporting. We are delighted to host this event in **London** on the **11th of June** as part of the evening event of Cloud Native & Open Source AI, which you can find [here](https://www.communitystack.io/conferences/cloud-native-london) Use code: CommunityStack for a free ticket **Speakers & Sessions:** ### Panel: Startup Operators in the Age of AI A practical discussion with UK AI founders, product leaders and operators on building, scaling and surviving in a market being reshaped by AI. This panel will explore product strategy, funding, go-to-market, hiring, differentiation, open source, developer adoption and what it really takes to build an AI-native company in 2026. **Moderator:** Ethan Sumner **Panellists include:** Mercedes Moxon Greenfield, Sean M Tracey, Victor Deng and more. *** ### Panel: Running a Tech Consultancy in the Age of AI A candid conversation with leaders operating tech consultancies across the UK. This panel will explore the commercial, operational and cultural realities of consultancy life, including sales, delivery, margins, hiring, partnerships, AI adoption, client expectations and how consultancies can stay relevant as the market changes. **Moderator:** Ethan Sumner **Panellists include:** Jon Shanks, Ben Davison, Alex Manly and more. **We are always keen to hear from:** • Speakers — founder journeys, operator insights and venture perspectives • Hosts — organisations able to support future meetups or roundtables • Sponsors — venue, refreshments, recording or accessibility support If you would like to speak, sponsor or host a future session, please get in touch with **[Ethan Sumner](https://www.linkedin.com/in/ethansumner404/)** via LinkedIn. This community forms part of the **[Community Stack ecosystem](https://www.meetup.com/pro/generative-ai-uk-community/)** and follows the **Community Stack Code of Conduct**, ensuring a respectful, inclusive and welcoming environment where people can share openly and learn from one another.

🎉 Come along to the London Scala Talks for a deep dive into functional architecture! 🎉 In this event you'll hear from David Lebl and Przemysław Pokrywka. **Agenda** 6:00pm - 🥤 Doors open. Come along and grab a drink! 6:35pm - 🗣️ Introduction 6:40pm - 🗣️ Przemysław Pokrywka: Ports and Adapters for People on Tight Schedules 7:20pm - 🍕 Intermission: Join us for some free food and drinks! Vegan and vegetarian options are provided. Let us know if you'd like something special - we'd be happy to accommodate. 7:50pm - 🗣️ David Lebl: Complexity is a Sin, But Hexagons Forgive 8:30pm - 🥤 Socialising: Grab a drink and let's discuss the talks. 9:00pm - 🍻 Join us in a pub to discuss the talks! 🌐 **This event will not have a live stream** We hope to see you there in person. **🗣️ Przemysław Pokrywka: Ports and Adapters for People on Tight Schedules** Focus on software architecture is not always associated with pragmatism in common perception. Terms such as architecture astronautics and the ivory tower stereotype highlight the perceived disconnect between many architects and the realities of day-to-day code maintenance. Too often, architectural patterns are applied with insufficient understanding, leading to cargo-cult adoption and increased waste in the software development process. When applied in the right context, however, certain architectural approaches can be powerful enablers. In this talk, I would like to share the story of a serverless application in which elements of the Ports and Adapters architecture made a tangible, positive difference. ⭐ Przemysław Pokrywka ⭐ Husband, dad, grandad, software engineer. Functional Scala enthusiast with imperative OOP Java background. Fan of the command line. **🗣️ David Lebl: Complexity is a Sin, But Hexagons Forgive** A visual journey from spaghetti to sanity. This talk traces how cognitive load accumulates in unconstrained codebases, how domain-driven design and bounded contexts restore order, and how hexagonal architecture provides a practical, forgiving structure for real-world systems — all laid out on a single zoomable canvas where every example links back to the bigger picture. ⭐ David Lebl ⭐ David is a software developer with a CS background and 5 years of Scala and FP experience. He leads a small team, occasionally survives his own accidental complexity, and is here to share what he learned the hard way. ———————————————————— 🗣️ Would you like to present, but are not sure how to start? Give a talk with us and you'll receive mentorship from a trained toastmaster! Get in touch through [this form](https://forms.gle/zv5i9eeto1BsnSwe8) and we'll get you started 🏡 Interested in hosting or supporting us? Please get in touch through [this form](https://forms.gle/3SX3Bm6zHqVodBaMA) and we can discuss how you can get involved. 📜 All London Scala User Group events operate under the [Scala Community Code of Conduct](https://www.scala-lang.org/conduct/). We encourage each of you to report the breach of the conduct, either anonymously through [this form](https://forms.gle/9PMMorUWgBnbk1mm6) or by contacting one of our team members. We guarantee privacy and confidentiality, as well as that we will take your report seriously and react quickly.

Welcome to our June event. We're delighted to welcome [Marina Kim](https://www.linkedin.com/in/marinawebdev/), Tech Lead, Vidatec and [Damien Jones](https://www.linkedin.com/in/mrdamienjones/), AWS Consultant, Steamhaus You've seen the AgentCore demos. **Marina** has taken them into production, and lived to tell the tale. Tonight she's giving us the engineering reality behind building AI agents on AWS with Amazon Bedrock and tooling: what breaks, what costs you, and what actually ships. Five weeks. A brand new business. A Crufts deadline. **Damien** didn't whiteboard this one - he shipped it. Tonight he's walking us through every decision that made it possible: AWS CDK, Amplify, Q Developer, and Kiro working together under real pressure. A big thank you to our sponsors [Cloudscaler](https://rebrand.ly/cloudscaler), [Rayo](https://rebrand.ly/rayo-cloud) & [The Scale Factory](https://rebrand.ly/scalefactory) Programme: 18:00: Arrival, registration 18:15: Talks start 20:00: Networking with food and a drink provided by the generosity of our sponsors. Talk 1: ***AgentCore vs Reality: Lessons from Building AI Agents on AWS with Marina Kim*** In this talk, I will explore the reality of what happens when you try to build an AI agent on AWS using Amazon Bedrock and tool calling, inspired by still new and emerging AgentCore patterns. Through a live demo and practical examples, I’ll walk through what worked, what didn't work, and the unexpected challenges that appear when moving from theory to implementation, including hallucinations, incorrect tool usage, and trade-offs around cost and latency. The goal is to give a realistic, engineering-first perspective on building agentic systems today, and help developers understand where these patterns are useful and where they still fall short. By the end of this talk, you’ll have a clear understanding of how to approach building AI agents on AWS, what pitfalls to expect, and how to make informed decisions when applying agentic patterns in real-world systems. **Learning Takeaways** * How to approach building AI agents on AWS using Amazon Bedrock and tool calling, with focus on emerging AgentCore patterns * What actually happens when you move from theory to implementation, including common failure modes like hallucinations, incorrect tool usage, and overconfident decisions. * How to iteratively improve an agent by testing, identifying issues, and introducing guardrails and constraints * How to evaluate trade-offs between autonomy, reliability, cost, and latency in agentic systems **Marina** is a Tech Lead at Vidatec working with web, mobile, MS Teams and AI solutions across multiple industries. She has significant experience working with AWS services, managing deployments and maintenance across multiple production workloads. Marina is a founder of Catbytes - online community for women in tech and a co-organiser of AWS UG UK and AWS AI In Practice community events Talk 2: ***Best in Show: Building a Crufts-Ready AWS Business Platform in 5 Weeks with Damien Jones*** A new dog training business is launched. You have 5 weeks to develop a new production-ready platform before Crufts: the world's biggest dog show. Could you deliver? In this talk, I'll share the real-world journey of building WolfieAndFriends on AWS. We'll review my architectural choices, "build vs buy" decisions and the trade-offs made during those hectic early days. You'll learn how to use AWS serverless, IaC and AI services to enable rapid delivery, shorten development times and transform a greenfield project into a professional, scalable platform that pays the bills. Whether you're a startup founder or an enterprise dev, you'll walk away with a blueprint for rapid delivery without sacrificing long-term stability. Expect Amplify, CDK, Q Developer, Kiro and more! **Learning Takeaways** * How to make fast, defensible architectural decisions under genuine time pressure. * How to use AWS CDK, Amplify Gen 2, Q Developer, and Kiro as an integrated rapid-delivery stack. * Practical "build vs buy" trade-offs: what to own, what to delegate, and how to decide. * How serverless IaC enables safe iteration from greenfield to production. * A reusable blueprint for going from zero to a scalable, paying platform in weeks — not months. **Damien** is an AWS consultant, data specialist, and cloud enthusiast with a strong record of designing, building, and optimising cloud-native solutions. He has extensive knowledge of data engineering, DevOps and cloud architectures, fueled by a passion for using emerging technologies to solve complex problems and support data-driven decision making. Damien is also active in the cloud community, serving as a content creator, user group leader and public speaker. **Do you have a story to share?** If you are interested in speaking at one of our events, please check out our [call for papers here](https://awsuguk.org/call-for-papers/). We are advocates for greater inclusion & diversity in UK Tech and are especially keen to receive talk submissions from people in underrepresented groups. If you are interested in speaking at a future meetup but would like to discuss what to expect or need assistance, please contact our Inclusion & Diversity Lead Natalie Gray - graynataliej@gmail.com or DM her [@natjgray](https://twitter.com/natjgray) Check out our [website](https://awsuguk.org/) for more information about our community and our code of conduct. Remember to follow us [@AWSUserGroupUK](https://twitter.com/AWSUserGroupUK) and on [LinkedIn](https://www.linkedin.com/company/aws-ug-uk) for the latest updates, and you can find videos of our past meetups [here.](https://awsuguk.org/our-videos/)

**Important:** Register on the [event website](https://www.aicamp.ai/event/eventdetails/W2026061110) is required for admission. **RSVP on meetup is turned off** Welcome to the AI meetup in London, in collaboration with **Coder and Netmind**. Join us for deep dive tech talks on AI, GenAI, LLMs and Agents, hands-on experiences on code labs, workshops, and networking with speakers and fellow developers. **Agenda:** \* 6:00pm\~6:30pm: Checkin and Networking \* 6:30pm\~6:45pm: Welcome/community update \* 6:45pm\~8:30pm: Tech talks and Q&A \* 8:30pm\~9:30pm: Open discussion & Mixer **Tech Talk: Scale AI Workflows** **Speaker:** Eric Paulsen (Coder) Abstract: This meetup is for developers and platform teams who want to understand what it actually takes to move from AI experimentation to production-ready workflows. We’ll focus on how teams are redesigning their development workflows to work with AI, not just adding tools on top. That includes how to structure workflows, manage agents, and introduce the right level of control without killing developer velocity. No hype. No tool comparisons. Just a clear look at why most AI workflows fail and what actually works at scale. **Tech Talk: AI-DLC: Navigating the AI Development Lifecycle with Kiro** **Speaker:** Ryan Tan (AWS) **Abstract:** This session explores the evolving AI Development Lifecycle (AI-DLC) through the lens of Kiro's current capabilities and future direction. We'll cover Kiro's desktop/CLI deployment model and the path toward broader accessibility, early-stage developments around Kiro's upcoming autonomous agent capability, and how an agnostic philosophy — enabling choice of IDE, LLM backend, and cloud provider — shapes a flexible, developer-first approach to AI-assisted software development. Whether you're evaluating AI coding tools or architecting developer platforms, this session will give you a practical view of where the ecosystem is heading. **Tech Talk: Earning the Right to Step Away: AI Agents in Everyday Practice** **Speaker:** Billy Michael (GlobalLogic) **Abstract:** You've seen the demos. This is what happens after them. It's a look at the agents and skills we actually run inside GlobalLogic, day to day, on our own engineering and business work, and what it took to trust them. We started where most teams do: Claude Code in a terminal, with a human framing every task and pressing enter. The interesting part begins when no one is at the keyboard. I'll walk through the pattern we use to get there: build a skill by hand, live with it until it's boring, then let an event pull the trigger. The unit is always the same, a skill; what changes is how much autonomy the stakes justify. **Tech Talk: Trustable Agentic AI** **Speaker:** Xiangpeng Wan (Netmind) **Abstract:** NetMind.AI's [NarraNexus](https://www.narra.nexus/?utm_source=AI+Camp&utm_medium=Page&utm_campaign=20260611+Event) is a ready-to-run team of agents that already remember, collaborate, and use tools. Start from a template, or compose your own. **Speakers/Topics:** Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: [Submit Topics](https://forms.gle/JkMt91CZRtoJBSFUA) **Sponsors:** We are actively seeking sponsors to support AI developers community. Whether it is by offering venue spaces, providing food, or cash sponsorship. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 20,000+ AI developers in London and 500K+ worldwide.

​Join us for an evening of conversation, food, and drinks with Platform Engineering, DevOps, and Engineering leaders exploring how AI is reshaping the future of software delivery and operational scale. ​As organizations move beyond AI experimentation, engineering teams are facing a new challenge: how to operationalize AI safely across the SDLC while maintaining governance, visibility, and developer velocity. ​We’re bringing together leaders building modern engineering platforms inside large-scale environments to discuss what’s actually working, where the market is heading, and the foundational shifts required to support autonomous engineering. ## ​What We’ll Discuss * ​Moving from AI assistants to AI systems that can safely take action * ​The platform engineering infrastructure required to harness the AI-SDLC * ​Governance, context, and control in agentic software environments * ​Real-world lessons from AI Native engineering organizations * ​Where Platform Engineering and Agentic Engineering are heading next ## ​Featured Conversation ​Leaders from Sportradar and Port will share practical stories of agentic engineering. ## ​Event Format * ​Fireside conversation * ​Peer-led discussion * ​Food & drinks * ​Curated networking with engineering leaders ​No product pitches. No lengthy presentations. Just practical conversations with leaders building the future of engineering. ## ​About Port ​Port is the agentic AEP (Agentic Engineering platform) leading companies to autonomous engineering. ​Port brings developers and agents together across the AI-SDLC with a shared Context Lake, Human & Agents collaboration experience, and Guardrails. Engineering teams get the freedom to build their own agentic workflow, without losing control. ​Trusted by engineering teams at GitHub, British Telecom, Yum!, dLocal, LG, and more.

**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** *Customize the IDE: Building Extensions for Visual Studio Code* Visual Studio Code is one of the most widely used development environments today, and much of its flexibility comes from its extension ecosystem. Extensions allow developers to customize the editor with new features, integrations, and workflow improvements tailored to their needs. In this session, we’ll cover what extensions are and the different types available, including full extensions written in TypeScript or JavaScript, along with lighter-weight extensions such as color themes, language packs, language support, code snippets, and keymaps. We’ll also look at practical reasons a developer might create an extension, from automating repetitive tasks to adding custom tooling. The session includes a hands-on walkthrough of creating a new extension, testing it locally, and understanding the basic project structure. We’ll close with a brief overview of how extensions are packaged and published to the Visual Studio Marketplace and other distribution options. **YouTube Link** TBD

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

**The Behavior Gap: Where Products Win or Lose** Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap. Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn: * Why understanding customer behavior is a quant and qual challenge * How to spot the signals that actually predict behavior change * Where AI accelerates insight, and where it creates distraction * How to get meaningfully closer to customers, without adding more tools This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work. **About Our Speaker** [Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use. 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)

**PLEASE READ THE FOLLOWING IMPORTANT NOTES:** 1. The dates for this series are simply placeholders at the moment. We are working on our 2026 schedule, and adjustments are forthcoming. 2. Each class in this series has an attendance fee. 3. Each class, from BOTH a sign-up and fee perspective, is a separate entity. 4. As the Etch toolset evolves, so too will the class outline below. **Introduction:** Our Site Building with Etch class provides detailed instructions on the philosophy of the Etch development framework, as well as in-depth, hands-on instruction on using the Etch environment and associated tools. Anyone familiar with Kevin Geary and the Digital Gravy set of products will tell you that they offer ground-breaking approaches to professional WordPress site development. As we write this, the Etch toolset and environment are rapidly taking shape, with weekly quantum leaps forward in WordPress development methodologies. As early investors in the Etch product offering and its development process, we are actively testing and evaluating the toolset as it takes shape. We are beyond excited to see how WordPress site development is being modernized, and can't wait to bring this course set to you. It will be a paradigm shift in page and site development within WordPress, as well as moving your development mindset light-years forward. Join us as we explore Etch and dive deep into development approaches that will genuinely elevate your craft as a website developer and agency provider. Scalable, responsive, compliant websites are now within easy reach, and Etch provides both the platform and toolset to take you there. **The breakdown of the 10-class series is as follows:** * Class 01 - TBD * Class 02 - TBD * Class 03 - TBD * Class 04 - TBD * Class 05 - TBD * Class 06 - TBD * Class 07 - TBD * Class 08 - TBD * Class 09 - TBD * Class 10 - TBD Throughout the class sessions listed above, we cover the following key areas of web development with Etch: * **Introduction to Etch Interface:** * Familiarization with the toolset's layout and understanding how to navigate and interact with its various components. * **Visual Site Building:** * Techniques for creating layouts using Etch's interface, incorporating sections, divs, containers, and elements to build semantically correct page structures. * **Styling and Design:** * Utilizing Etch's styling approach to customize elements, apply global CSS classes for consistent design, and leverage features like Flexbox and CSS Grid for responsive layouts. * **Dynamic Content and Custom Fields:** * Integrating dynamic content from custom post types and custom field plugins (like ACF, Meta Box, and even built-in fields) to build data-driven websites. * **Component Building:** * Creating and managing reusable components for headers, footers, post type layouts, and other site-wide elements. * **Performance Optimization:** * Understanding how Etch contributes to fast-loading websites and implementing performance best practices. * **Advanced Features:** * Depending on the class level, it might delve into advanced topics such as conditional logic, interactions, and custom code integration to enable more complex functionality. The series aims to equip participants with the skills to efficiently build, customize, and maintain WordPress websites using Etch, catering to both beginners and experienced web developers alike.

### **June Necromancer’s Awakening \| Free Undead Mini Event** Step into the grave this June with Necromancer’s Awakening at The Arcane Foundry. Join us for a paint and sip experience where you’ll receive a free undead miniature and explore the dark forces of necromancy in Warhammer Fantasy and The Old World. Whether you’re new to the hobby or a seasoned painter, this event invites you to raise something from the dead and make it your own. Learn techniques for painting bone, decay, ghostly effects, and weathered armor while diving into the lore and battlefield role of undead factions. From shambling skeletons to cursed revenants, you’ll bring a lifeless model to unholy existence. All supplies are provided, space is limited, and the dead are waiting to rise.

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. Please RSVP via [Microsoft Build //localhost:columbus | Microsoft Reactor](https://developer.microsoft.com/en-us/reactor/events/27247/).

We are going to build together with all the CLIs! E will be doing it at Columbus Code and Coffee Agenda --- Hosted By James Power, Organizer Pete Gordon, Organizer Just a Software Guy in the age of the Internet. Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-columbus-presents-ai-improv-lets-build-a-game-together-with-claude-code-codex-and-gemini-and-be-the-judge/.