Behavior-Driven Development

**Venue:** Riverbank House, 2 Swan Ln, London EC4R 3AD **Please note:** 1\. 🚨🚨🚨 A valid photo ID is required by building security\. 🚨🚨🚨 2\. This event follows the [NumFOCUS Code of Conduct](https://numfocus.org/code-of-conduct). Please familiarise yourself with it before attending. If your RSVP status says "You're going" you will be able to get in. No need to show your RSVP confirmation when signing in. If you can no longer make it, please unRSVP as soon as possible. **Code of Conduct:** This event follows the NumFOCUS Code of Conduct. Please get in touch with the organisers with any questions or concerns. As always, there will be free food and drinks, generously provided by our host, Man Group. **Main Talks** 1. [Robin Linacre](https://www.linkedin.com/in/robinlinacre/) - **Rapid deduplication and fuzzy matching of large datasets using Splink** This talk introduces Splink, a free and open source Python library for probabilistic record linkage and deduplication at scale. I’ll explain the core ideas behind the approach, show how it can be used in practice, and reflect on the opportunities of building open source tools from within the public sector. Data deduplication is a common data quality challenge: it arises whenever multiple records are collected about the same person, organisation, or entity without a shared unique identifier. This talk will introduce the core ideas behind probabilistic record linkage and show how Splink, a free and open source Python library developed at the UK Ministry of Justice, can be used to link and deduplicate large datasets quickly and accurately. I’ll cover the practical steps involved in training linkage models, using unsupervised learning, improving performance and accuracy, and visualising results and diagnostics. I’ll also touch on what it has been like to build and maintain open source tooling from within the UK public sector, and the opportunities this creates for solving problems at citizen scale. The talk is aimed at people with basic experience working with tabular data in Python, and assumes no prior knowledge of record linkage. 2. [Filip Makraduli](https://www.linkedin.com/in/filipmakraduli/) - **Small Model Inference Infrastructure: Lessons Beyond vLLM** Embedding models are evolving rapidly, from dense-only architectures, to hybrid dense+sparse (BGE-M3), multi-vector late interaction (ColBERT), and vision-language models (ColQwen2, SigLIP). Yet while LLM serving infrastructure is well-established (vLLM, SGLang), small model deployment still relies on inefficient single-model containers or custom-built systems. Production teams face a dilemma: deploy dozens of single-model containers with 5-10% GPU utilization, or invest months building complex multi-model infrastructure. This talk explains some of the key concepts of embedding inference and how it is different to LLM inference. 3. [Ian Ozsvald](https://www.linkedin.com/in/ianozsvald/) - **Build your own LLM, Live, with MicroGPT** Andrej Karpathy's MicroGPT is a single file no dependency mini GPT, you can run it live with me. We'll talk about how GPT works, we'll look at the code, we'll reflect on the Torch-based nanoGPT "big brother" and you'll end the talk with stronger intuitions about how our next best token guessing overlords are working. Plus you'll have a mini GPT running on your laptop in 200 lines of Python. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Logistics** * Doors open at **6.30 pm** (get there early as you'll need to sign in with building security). * Talks start at **7:00 pm**, with drinks afterwards from **9:00 pm** at The Banker (EC4). We have reduced capacity for this event, but there will be plenty of people to discuss data science questions with. Please unRSVP in good time if you realise you can't make it. We're limited by building security on the number of attendees, so please free up your place for your fellow community members. If you want me to trim lightning talks down to two or shorten any abstracts, say which ones.

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-may-2026-tickets-1985728442225?aff=oddtdtcreator&keep_tld=true) 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 5th May 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. The **final meeting of each month is reserved for playing published games**. We use this time to catch up on games that we want to try or discuss. You can also join our Facebook Group community for feedback and discussion: https://www.facebook.com/groups/playtestuksouthlondon We look forward to seeing you!

**Space is limited so book and pay early to avoid disappointment.** This evening workshop provides a perfect opportunity to experience the deep and insightful Systemic Constellations process in an intimate group setting. A unique and powerful therapeutic method for self-exploration, understanding core behaviours, removing blocks, and reintroducing movement and growth. It is used as a major resource in supporting healthy relationships, working through trauma, and assisting in depression treatment. **Issue Holder (client) and Representative spaces are available, please follow the link to book:** **For Representative (Participant) Booking £35** **[https://calendly.com/illiadato/in-person-family-constellations-evening-workshop](https://calendly.com/illiadato/in-person-family-constellations-evening-workshop)** **For Issue Holder (Client) Booking £175:** If you wish to attend as an Issue Holder at this workshop and have your own Constellation done please email your request to: [ih@londonconstellations.uk](http://ih@londonconstellations.uk/) Read comments of workshop participants here: [https://bit.ly/33Asprs](https://bit.ly/33Asprs) **WHAT ARE SYSTEMIC CONSTELLATIONS?** The Systemic Constellations method is a unique therapeutic process of exploration of the forces that move us in life. Such forces are often appearing as difficulties or a sense of being 'stuck' in life, affecting our behaviour, relationships, career, health/wellbeing, or even financial circumstances. This method provides a three-dimensional ‘map’ of one’s life as it is at present. It is a simple yet powerful way to explore entanglements and blockages in our personal life and our family history. The method brings awareness and clarity into personal challenges by focusing the client on the root cause of such difficulties. Constellations provide an opening for a positive life shift and present ways for deep healing processes to occur. **WHAT HAPPENS IN A CONSTELLATION SESSION?** In Constellations work the ‘client’ is referred to as the ‘Issue Holder’. The method uses workshop participants as ‘Representatives’ to stand in for key people in the client’s life such as family members, colleagues, partners, ex-partners, etc., sometimes ‘abstract’ concepts such as an emotion, country of origin, religion, or destiny are also represented. All participants are invited to take part as Representatives. Workshop participants often report (see reviews: [https://bit.ly/33Asprs](https://bit.ly/33Asprs)) experiencing profound insights into their own lives by simply witnessing the process, regardless of how they choose to take part. **WHY DOES THIS WORK?** Scientific research shows that the experiences of your ancestors can determine your behaviour today and affect future generations.\*\* Recent scientific research into DNA reveals that a component named epigenetics is embedding the effect of a traumatic experience by altering the genetic structure. It means that some of our behaviour patterns can be attributed to traumatic events in our family history. This notion has always been one of the guiding principles of Systemic / Constellations Therapy, a form of work that is dedicated to exposing and dealing with issues emerging from our family system. *“It is only now that science is catching up with what is evident in Systemic Constellations work and visible in every one of our therapy sessions; trauma in the family history directly affects future generations' behaviour"* Illi Adato MD Our group provides a safe space where deep personal work is done and where maintaining confidentiality and respect for each other's privacy is paramount. **\*\* DNA research paper and news articles:** Discover - Grandma's Experiences Leave a Mark on Your Genes [https://bit.ly/3dLwEkK](https://bit.ly/3dLwEkK) BBC News - "Memories" pass between generations [http://bbc.in/1dNShPe](http://bbc.in/1dNShPe) **Facilitated by Illi Adato** MA Lon\. Inst\. SQHP\. Crt\(HYP\)\. Crt\(COACH\)\. Systemic\, Organisational & Family Constellations member of ISCA \| Hypnotherapy member of GHR \(UK\) & IHF \(USA\) \| Tune\-In Counselling \| Advanced NLP Therapeutic Specialist™ *** 💬**Personal one-to-one counseling** can be combined with group work. **Book here: [https://calendly.com/illiadato/1st-personal-session](https://calendly.com/illiadato/1st-personal-session)** **VIDEO COURSES** 📌 Watch anytime \| 📩 Instant access after payment **Becoming a Bridge - Working with Death As a Key Resource In Constellations** £19 Explore the transformative power of death in Systemic Constellations with Illi Adato in this recorded 1.5-hour video course. Designed for facilitators, practitioners, and those drawn to deep experiential learning, this session offers practical insights into holding space for loss and transition. **🛒ACCESS HERE: [https://calendly.com/illiadato/becoming-a-bridge-video-course](https://calendly.com/illiadato/becoming-a-bridge-video-course)** **Constellations, Systemic Principles & How They Affect Us - Video Crash Course** £6 Explore the hidden forces shaping your life with this **recorded mini-course** by Illi Adato. Learn the **Orders of Love**, uncover deep-rooted patterns, and experience a guided **HypnoConstellations™** process for personal healing. **🛒ACCESS HERE: [https://calendly.com/illiadato/systemic-principles-crash-video-course](https://calendly.com/illiadato/systemic-principles-crash-video-course)** Have questions? Reach out: [office@londonconstellations.uk](http://office@londonconstellations.uk/) Looking forward to another moving experience of learning together! London School of Systemic & Family Constellations

**Address: 210-212 Southwark Park Road, London SE16 3RX** **Doors Open 11am Event starts 6:30pm-10pm** **Player Capacity: 14 players** Welcome to our **Magic: The Gathering** Booster Draft Tournament. The evening consists of a 50 minute booster draft. After that, you will be paired up and play 3 rounds of Swiss and prizing is distributed to players with a positive record. To participate in the event, alongside your **ticket purchase [here](https://www.thebrotherhoodgames.co.uk/magic-the-gathering-events)**, you will be asked to register on the Magic Companion app. We use this app for our tournament. If you are unfamiliar, please ask our member of staff upon arrival to the store where a member of staff will be happy to assist. **How to draft**: First, players sit around a table in a semi-circle. Each player then opens a booster pack and picks a single card without showing the other players. Each player then passes the remaining cards to the left, and continues drafting from the new cards they get from the player on their right. This continues until all of the cards in those packs have been distributed (drafted). Then each player opens a second pack, but this time, pass the pack to the right. After all those cards are drafted, you do the same with the third pack, passing to the left again. At the end, each player will have about 45 cards (along with any number of basic lands) which they can use to build a 40 card deck. If you haven't already, please join our Instagram, YouTube and Discord Server for news about upcoming events, announcements, and social interaction with your fellow players! *The Brotherhood Games Discord* https://discord.com/invite/SJaQXyeNXx

Alvaro Silva-Santisteban, AI Solution Lead at Google, shares a practical view of building agentic systems, from choosing the right architecture to implementing trust, governance, and human-in-the-loop safeguards, along with a live demo of Google NotebookLM and Gemini Enterprise. AI agents are quickly moving from experimentation to real-world deployment, forcing teams to rethink how AI systems are designed, governed, and scaled. Drawing on real examples and live workflows, this session explores how organizations can move beyond demos to deploy agents that deliver reliable, business-ready impact. **Event Overview** As AI agents move into production, teams need systems that can reason, act, and be trusted. In this session, Alvaro Silva-Santisteban shares how agentic systems are designed in practice, from architecture to governance and deployment. **01 - Anatomy of an Agent** A practical breakdown of what actually makes an AI agent work. Alvaro deconstructs the core stack, the Brain (models), Memory (sessions and long-term context), and Hands (function calling and tools), and how these pieces come together to enable reasoning and action. **02 - Choosing the Right Agent Architecture** Not every problem needs the same kind of agent. Learn how to distinguish between retrieval-based agents and action-oriented agents, and how to align each approach to real business needs without over-engineering solutions. **03 - Live Demo** See an agentic workflow come to life using NotebookLM and Gemini Enterprise. Alvaro walks through how teams can structure information, prompt effectively, and guide outputs to support real decision-making, while applying human oversight to keep results accurate and trustworthy.

🇯🇲🔥💪🏽 DANCEHALL FITNESS!! 🔥💪🏽🇯🇲 Every SATURDAY 10am! 📍Falcon Park 14 Cranleigh Mews, London SW11 2QL 🔥🤸🏽‍♀️ High Energy Group WorkOuts! 💪🏽🔥 Qualified Personal Trainers & DJs! All Ages And Fitness Levels Welcome! DJs playing Strictly Dancehall Music! 🔊🇯🇲 If you would love to join us or get involved follow us and send a DM us on Instagram @dancehallfitness_ Get ready to sweat with Dancehall Fitness! Fitness moves that’ll boost your energy and mood! Tickets: Via Eventbrite: Search Dancehall Fitness #LondonFitness #LondonWorkouts #exercise #OpenAirFitness #StartNow

In this session, we’ll explore how **AI** can enhance your **React app development** workflow. Whether you're a **junior developer** or just starting out, this workshop will introduce you to **best practices** for building **React applications**, including how to integrate **REST APIs**, manage app **state**, and structure your components for long-term success. You’ll also learn how to use **AI tools** to generate code snippets, troubleshoot issues, and automate repetitive tasks, making the development process faster and more efficient. 🧪 **What You’ll Learn:** * **React Development Best Practices**: Core principles for structuring components, managing state, and optimizing performance. * **REST API Integration**: How to efficiently connect React apps with REST APIs for dynamic data and functionality. * **State Management**: Best practices for managing app state and syncing data from APIs. * **AI Assistance**: Use AI tools like ChatGPT to speed up development, generate code, and improve overall code quality. * **Error Handling & Debugging**: Leverage AI to identify and fix common issues in your React apps. 💡 **Why It Matters:** * **Efficient Development**: Building React apps with AI assistance allows you to write cleaner, faster code while reducing errors. * **API Integration**: Mastering API integration is essential for creating dynamic and data-driven applications. * **AI-Powered Tools**: AI tools like ChatGPT enhance your productivity by automating repetitive tasks, debugging code, and improving your development process. 👨‍💻 **Who Should Attend:** * **Juniors** and **new graduates** eager to learn **React app development** and how AI tools can help. * **Non-tech people** curious about the development process and how AI tools are shaping modern web development. * **Developers** looking to streamline their **React development workflow** with AI-powered assistance. 🕓 **Schedule:** * 18:15 - Networking * 18:30 - Program starts * 19:30 - Q&A - networking * 20:00 - End \-\-\-\-\- zero2hero Address: Unit 15 Castle Square, 40 Elephant Rd, London SE17 1EU WhatsApp: +447470914266

*📌**Description*** Agentic AI isn’t about replacing engineers — it’s about reshaping how work flows through the SDLC. We’ll explore new interaction patterns, boundaries, and responsibilities in AI-native delivery. 🔍 ***Key topics*** •Agentic AI • SDLC **⏲️ *Agenda*** 6:00 Pizza and drinks 6:30 Welcome 6:45 Talk 7:30 Q&A 7:45 Networking and Pizzas! 🍕 8:30 Wrap up & See you at the next Meetup! **🎙️*Speaker*** Giulio Roggero CTO @ Mia-Platform 25 years of experience in software engineering, serial entrepreneur with more than 10 business initiatives launched, today is co-founder and CTO at Mia-Platform, the Internal Developer Platform named by Gartner Cool Vendor for Software Engineering Technologies and in the Cloud Application Platforms Magic Quadrant. Principal focus: cloud native, platform engineering, data fabric and omnichannel experience. He likes to paint Blood Bowl miniatures, construct Lego, build and drive RC Cars and learn piano. 📍**Location:** – London Bridge Hive, 8 Holyrood Street, SE1 2EL London

PEL Network helps you connect with the right people at luxurious locations. So you can boost your business ten fold. We welcome interior designers, architects, builders, real estate developers, entrepreneurs, investors, business leaders and 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 called personalized networking. No more being stuck in 10 min superficial conversations and exchanging cards or linkedin. It 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 40 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.

AI is changing how engineering teams work. Faster iteration. More output. Less time spent on the basics. But turning that speed into real delivery isn’t straightforward. At this Future Form session, we’re looking at what it actually takes to move from faster development to shipping real value. Speakers: **Brian Scanlan\, Senior Principal Engineer \| Intercom** Brian will share how they’re increasing engineering throughput using AI inside a large SaaS codebase. What’s improved, where it’s worked best, and the practical challenges that come with scaling it beyond demos. **Luca Lanziani\, Head of DevOps & Platform Engineering \| Nearform** Luca will explore what happens around the code. Because when development speeds up, the constraints shift. Platform, delivery pipelines, team structures. The organisations that benefit are the ones that adapt. Join us for pizza, drinks, and practical insights of where AI can genuinely accelerate delivery, and what needs to change to make that happen. **If you’re working hands-on with AI tools or responsible for how software gets delivered, this session is for you.**

Hi folks! Welcome to our May 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 The End of Handoffs: Build, Run, Own in One Flow (Alberto Pose, Pulumi) 7:15 You Can’t Patch Fast Enough: What AI-Driven Attacks Mean (Idan Elor, Oligo Security) 7:45 Break 8:00 From Zero to HyperPod: Distributed Model Training on AWS (Anton Nazaruk, Cloud Combinator) 8:30 Wrap up See you there! Cheryl (@oicheryl) **The End of Handoffs: Build, Run, Own in One Flow (Alberto Pose, Pulumi)** AI is changing the shape of team structures. A similar shift to the one that brought dev and ops together into DevOps is now happening as product must also meet the accountability bar. At the same time, tooling has not caught up with "throwing it to Claude/Codex". Engineers are confronted with a choice: trust code and actions they do not fully understand, or... move too slowly. Are these problems fundamentally new, or are there lessons we can draw from the past to adapt and think about what comes next? *Alberto Pose is a software engineer with a soft spot for developer tooling and infrastructure. He is currently part of the team managing the CI/CD pipelines for Pulumi's open source projects. Before this, he spent nearly ten years at Prime Video and AWS. A major highlight of his time there was helping bootstrap the living room device automation team, taking it from a small group effort to a 30 person organisation that brought full automation to millions of streaming devices worldwide.* **You Can’t Patch Fast Enough: What AI-Driven Attacks Mean (Idan Elor, Oligo Security)** Anthropic’s Project Glasswing announcement put the industry on notice. AI has fundamentally changed the threat landscape and the risks facing organizations, and it’s happening faster than most security models can adapt. AI-assisted attackers can now discover vulnerabilities, generate exploits, and launch attacks at rates never seen before, collapsing the window between disclosure and exploitation. In this environment, patching alone is no longer enough. For cloud-native applications, where systems are dynamic and constantly evolving, this creates a new challenge: how do you stay protected when you can’t fix vulnerabilities fast enough? This talk explores how the attacker model is shifting in the AI era, why traditional approaches are breaking down, and what it means to move from vulnerability-based security to real-time protection at runtime. We’ll cover how focusing on exploit techniques enables teams to stop attacks as they happen, including zero-days. *Idan Elor is Field CTO at Oligo Security, where he partners with large enterprises to solve complex application and cloud security challenges. He most recently served as Director of Solution Engineering & Tech-Alliances at Apiiro, where he empowered enterprises to secure their software supply chains. With over a decade of experience spanning application security, DevSecOps, and mobile security, Idan has also held leadership positions at companies like Snyk, Symantec, and HP. His unique background combines deep hands-on technical expertise. A passionate advocate for bridging the gap between security and development teams, Idan is known for his ability to translate complex security concepts into actionable strategies that organizations can actually implement.* **From Zero to HyperPod: Distributed Model Training on AWS (Anton Nazaruk, Cloud Combinator)** You've got a model that works. You just need more GPUs. How hard can it be? That's where the pain starts. GPU availability, infrastructure complexity, and cost are the three blockers that trip up even experienced teams when scaling from single-GPU training to serious distributed workloads. This talk is a practical walkthrough of how to set up distributed model training on AWS - covering the capacity options (On-Demand, Spot, Capacity Blocks, SageMaker Training Plans), when to use each, and a repeatable infrastructure blueprint for compute, networking, storage, and observability. I'll demo provisioning a HyperPod cluster and running a distributed training job with automatic failure recovery, and share the cost levers that matter at scale. Whether you're a platform engineer supporting ML teams or an ML engineer tired of fighting infrastructure, you'll leave with a decision framework and a blueprint you can implement. *Anton Nazaruk is CTO at Cloud Combinator, where he helps companies run GPU workloads on AWS - from early-stage startups to larger organisations doing distributed training at scale. He focuses on making ML infrastructure repeatable, resilient, and cost-efficient.* *LinkedIn: linkedin.com/in/anton-nazaruk* *Check out [https://www.oicheryl.com/cloudnativelondon](https://www.oicheryl.com/cloudnativelondon) if you're interested in speaking or sponsoring.*

May Edition ✨✨! We will be at Kraken Tech (Octopus Energy Group), London office! (in-person only event, no streaming) **Talks:** **Django's GeneratedField by example — Paolo Melchiorre** Learn how to use Django 5.0's GeneratedField through practical examples. This field lets the database compute values automatically based on other fields in your model — a powerful feature that's easy to underuse. Paolo will walk through real-world use cases to show where it fits and how to make the most of it. Paolo Melchiorre is a Python backend developer, Django contributor, and Python Software Foundation Fellow. He serves on the Django Software Foundation board, co-organises PyCon Italia, and is a coach for Django Girls and a navigator for the Djangonaut Space mentorship programme. *** **Django in the Lab: how web development is reshaping behavioural research — Andy Woods** Off-the-shelf platforms can't always keep up with the complexity of academic research. Andy has been using Django since version 1.11 to build tools that can — from coordinating live location-based VR studies to running inclusive diary studies via WhatsApp and auditing immersive experiences for accessibility. He'll share where Django works especially well in academic settings, what surprised him along the way, and why this moment feels like a real opportunity for the Django community. Andy Woods is a Senior Research Engineer-Psychologist at CoSTAR & StoryFutures, Royal Holloway, University of London, and a Django Software Foundation Individual Member. **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, News, 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: • [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: [@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/)

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

**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.

**Building a great product is one thing—building momentum behind it is another.** Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations. In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch. You’ll walk away with insights on how to: * Build and sustain momentum across teams * Adapt to changing priorities without losing direction * Scale products thoughtfully in complex environments Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward. Come connect, learn, and swap stories with fellow product professionals. \-\-\- Food and drinks will be provided by Switchbox, our generous host. Free parking will be available at the front and back sides of the Switchbox Office.

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

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.

**TBA**

FREE event [https://www.ccad.edu/chroma](https://www.ccad.edu/chroma) Friday, May 15, 3–7 p.m. CCAD campus, 60 Cleveland Ave, Columbus, OH Join Columbus College of Art & Design for *2025* *Chroma: Best of CCAD*, our annual campuswide exhibition showcasing outstanding student work from across the college’s academic programs. This faculty-juried show features select work from CCAD students of all class years, and is a can’t-miss end-of-year campus celebration recognizing their tremendous achievements. It’ll be a night of fun and entertainment, with interactive games, animation and film screenings, art symposiums, poetry and prose readings, and more (along with some of the best local food trucks). *Chroma* is free and open to all. Many exhibitions including... **Game Art & Design:** **DSB, first floor, Welcome Center lobby and Room 115**