Systems
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Frequently Asked Questions
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Discover all the systems events taking place this week here. Plan ahead and join exciting meetups throughout the week.
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Systems Events Today
Join in-person Systems events happening right now
Django London Meetup June
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/)
AI Signals x LangChain Community #32: Agents, RAG, and Production AI Workflows
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.**
CRAP Talks #33 - Mayday Mayday
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
Swing Academy UK Tuesdays - Dance class/ social - Covent Garden 2026
Check out what we do:
https://youtu.be/HSf4QTQpLQ0
Dance West Coast Swing in Covent Garden on Tuesdays. Learn the partner dance taking Europe by storm. Come and join our already well established class night. Danced to a range of music from contemporary to blues, you can find a class in many of the major cities in Europe or America - so it's a great way to combine dance, travel and socialising.
The first class is FREE if you've haven't danced West Coast Swing before.
No experience, no partner, no problem! Only one trial night allowed per person. After this it's pay per night.
It's best to wear flat shoes, other than that come as you are!
Doors open at 7.20pm, come early to register and so you don't miss the start of the class. Beginners class starts 7.30pm sharp! Don't be late otherwise you will miss the fundamentals of the dance.
Here is the Facebook event - https://fb.me/e/4qvQkkEeM
If you would like to keep up to date with what's going on please like us on fb:
https://www.facebook.com/swingacademyuk
We also have the following classes:
Thursday WCS Holborn - https://fb.me/e/3bdhSXHW7
\- Please do not attend any classes if you have any flu like symptoms or are generally feeling unwell
\- Wash and sanitise your hands regularly
\- Although face masks are not mandatory please feel free to wear one throughout the night if you wish
\- Please be respectful of other people's choices
AI on Tap | London | Episode 2
**AI on Tap: Real AI. Real People. Real Beer.**
**📍** London’s monthly meetup for AI-curious business minds
*Cut through the AI noise - over a pint.*
***Tired of AI hype and jargon? So are we.***
AI on Tap is a no-BS meetup for London’s business leaders, managers, entrepreneurs, and knowledge workers who want to understand how AI is actually being used in the real world - without needing a computer science degree.
No pitches. No slides. No tech bro talk.
***What to Expect***
Imagine a night down the pub with those mates of yours who’re actually doing AI – not just talking about it. You’ll meet leaders and technologists from London’s business community who are in the trenches every day, putting AI to work.
They’ve seen what works and how to make it happen; what flops and how to avoid it. Now they’re here to share – pint in hand.
**🎯 "Pick a Problem" panel discussion**
Before the event, you’ll have the chance to submit your thorniest AI challenge – then vote on which problems the room tackles first. Our expert panel will dig into the top-voted challenges live on the night, share what they’ve seen work (and fail), and give you practical next steps.
*Your problems. Honest answers. Usable solutions.*
**🏆 "Wins & Bins" lightning round**
Got an AI gem that’s saving you hours? A tool that actually delivers? We’ll pass the mic around for quick-fire tips from the room – the stuff that’s working (or what to avoid), shared by the people using it.
*Two minutes, one tip, everyone learns.*
**🤝 "Sip Sync" on-on-ones**
Want a guaranteed chat with one of our expert hosts? No awkward hovering required. Book a 5-minute slot on the night, grab a drink, and talk through your AI challenges – see if there’s a fit to keep the conversation going.
*Totally optional, zero pressure, pint in hand.*
***What You'll Walk Away With***
*Stories from the trenches*
Hear from local leaders actually using AI – from streamlining operations to scaling sales. What’s working, what’s not, and what they’d do differently.
*Ideas you can use tomorrow*
Practical stuff you can immediately try in your own business – no fluff, just value.
*People who get it*
Like-minded professionals navigating the same AI questions and challenges. Share what you’ve tried, ask what you’re stuck on, and figure it out together.
*Great beer and a relaxed vibe*
(Location) is a proper London pub with a cracking beer selection. Grab a pint and settle in for an evening of laid-back, intelligent conversation.
***Who's It For?***
Whether you’re leading a team or just getting curious, if you want to understand AI’s real-world impact, you’re welcome here:
* Business leaders trying to make sense of AI’s potential
* Managers exploring tools to improve productivity
* Founders and entrepreneurs experimenting with AI
* Knowledge workers who want to stay relevant
* Anyone interested in practical, human-first AI conversations
*No technical background required - we speak human, not code.*
***Event Details***
📅 **When:** Tuesday, June 9th, 6:00–9:00 PM (doors open from 5:30 pm)
📍 **Where: TBA**
🍺 **What to bring:** Yourself, your questions, and a thirst for both insight and beer
💰 **Cost:** £39
🎯 **Format:** Expert panel + lightning tips + mingling + optional one-on-one chats with hosts
***Why We’re Doing This***
We believe that businesses using AI will replace those that don’t - and the ones that thrive will be the ones that learn fast, adapt faster, and support each other along the way.
**AI on Tap** is an initiative of **Proof to Production**, a community dedicated to helping business leaders share practical AI stories from the frontlines - no theory, just results.
***Ready to see what AI can really do for your business?***
Grab a pint and join the conversation.
👋 First-timers especially welcome!
Systems Events This Week
Discover what is happening in the next few days
Scala Talks: Ports and Adapters & Complexity is a Sin
🎉 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.
In-Person Systemic & Family Constellation Evening Workshop
**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
Cloud Native, Open Source & AI Conf
Join us for the **Cloud Native & Open Source AI Conference**, a full-day, in-person event bringing together engineers, architects, platform teams, AI practitioners, technical leaders, and open-source communities working at the intersection of **cloud-native infrastructure, open-source AI, and production-scale systems**.
**MAKE SURE TO REGISTER HERE: https://www.communitystack.io/conferences/cloud-native-london USE CODE: CommunityStack for a free ticket**
## Opening Keynote
**Evolving the Kubernetes User Experience: More Intuitive, More Extensible, More Agentic**
With:
**Andrew Randall** — Principal PM, Office of the CPO, Microsoft
**Pal Lakatos-Toth** — Senior Product Manager, Microsoft
Kubernetes has become the default platform for modern workloads, and increasingly for AI systems. This keynote will explore how the Kubernetes user experience is evolving for both humans learning the platform and AI agents operating within it, with a focus on usability, governance and production readiness.
## Full Conference Programme
**09:00 – 09:30**
Doors Open
**09:30 – 10:15**
Opening Keynote: *Evolving the Kubernetes User Experience: More Intuitive, More Extensible, More Agentic*
Andrew Randall, Microsoft
Pal Lakatos-Toth, Microsoft
**10:15 – 11:00**
Panel: *From HFT to Enterprise Banking: The Talent War for Cloud Native, Open Source and AI Engineers*
Moderated by Ethan Sumner, Community Stack
Craig Whiting, RLS Search
Jon Freedman, Quant Fin
**11:30 – 12:00**
*The Massively Parallel Agent Stack*
Peter Bhabra, Doubleword
**12:00 – 12:30**
*Controlling AI Agent Access in Cloud-Native Engineering Workflows*
Viola Lykova, nuclecode
**12:30 – 13:00**
*Preventing Silent Interpretation Errors at Scale*
Maebh Booth, Senior Engineering Leader, Former M&S
**14:00 – 14:30**
*Prompt Driven Platforms: The Future of Self-Service Infrastructure*
Salman Iqbal & Amir Tayabali, Appvia
**14:30 – 15:00**
*Platform as a Product: What Happens When We Treat Security as a User?*
Hannah Foxwell, Bimp
**15:00 – 15:30**
*Beyond the Portal: Architecting AI-Native Platforms with CNOE and MCP*
Hossein Salahi, Liquid Reply
**16:00 – 16:45**
*Intro to Apache Kafka on Aiven: From Managed Simplicity to Inkless Architectures*
Hugh Evans, Aiven
**16:45 – 17:15**
Closing Keynote: *The Age of “Big Tech” is Over*
Sean M Tracey, Mitchell Technologies
**17:15 – 17:30**
Closing Remarks
Ethan Sumner, Community Stack
Mercedes Moxon Greenfield, Community Stack
## Speakers
We are delighted to welcome an exceptional speaker lineup, including:
Andrew Randall — Principal PM, Office of the CPO, Microsoft
Pal Lakatos-Toth — Senior Product Manager, Microsoft
Peter Bhabra — Member of Technical Staff, Doubleword
Viola Lykova — Senior Software Engineer, nuclecode
Hannah Foxwell — Co-Founder, Bimp
Sean M Tracey — Founding Technologist, Mitchell Technologies
Craig Whiting — Director, RLS Search
Jon Freedman — Chief Technology Officer, Quant Fin
Ben Davison — Founder, Axiologik
Salman Iqbal — Solutions Architect, Appvia
Amir Tayabali — Tech Lead, Appvia
Maebh Booth — Senior Engineering Leader, Former M&S
Hossein Salahi — Senior Principal Engineer, Liquid Reply
Jon Shanks — CEO, Appvia
Hugh Evans — Senior Product Advocate, Aiven
Ethan Sumner — Co-Founder & CEO, Community Stack
Mercedes Moxon Greenfield — Co-Founder & CTO, Community Stack
## Sponsors and Partners
This conference is made possible through the support of our sponsors and partners:
**Headline Sponsor**
BrainStation
**Platinum Sponsors**
Overmind
Appvia
Harvey Nash
Axiologik
**AI Native Sponsor**
Nearform
**Supporting Sponsors and Partners**
RLS Search
Doubleword
Postman
X4 Group
Engaging Data
BIMP
Aiven
If you'd like to get involved with a future event, please email: ethan.sumner@communitystack.io
Systemic & Family Constellations IN-PERSON Full-Day Workshop with Illi Adato
**You are invited to join a deep healing group process that extends beyond us as individuals into the wider 'field' of historical/ancestral influences, where our family's past traumas are seen, acknowledged, and attended to, so that they do not limit our well-being today.**
In these **short videos, our facilitator Illi Adato** explains the key aspects of the Systemic and Family Constellation approach to therapy and healing:
[https://www.facebook.com/LondonFamilyConstellations/videos](https://www.facebook.com/LondonFamilyConstellations/videos)
We shall meet at The Kailash Centre in St. Johns Wood, London NW8 for this month's group session, **open to all**.
Issue Holder and Representative spaces are available:
**For Representative (Participant) Booking £45:**
**[https://calendly.com/illiadato/in-person-constellations-representative](https://calendly.com/illiadato/in-person-constellations-representative)**[ ](https://calendly.com/illiadato/in-person-constellations-representative)
**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](ih@londonconstellations.uk)
**Please Note:** There are limited issue holder spaces available, please book early to avoid disappointment and wait for a confirmation email of your booking.
This workshop provides a perfect opportunity to experience the deep and insightful Systemic Constellations process. A unique and powerful therapeutic method for self-exploration, understanding core behaviors, removing blocks, and reintroducing movement and growth. It is used as a major resource in working through trauma and it can assist in depression treatment.
To read comments from participants in previous workshops click this link [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 often appear as difficulties or a sense of being 'stuck' in life, affecting our behavior, 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 in 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 behavior 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 behavior patterns can be attributed to traumatic events in your 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.
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 article links:**
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\(COACH\)\. C\-h\-a\-n\-g\-e\.co\.uk \- Systemic\, Organisational & Family Constellations member of ISCA \| Hypnotherapy Senior Member GHR \(UK\) & IHF \(USA\) \| Tune\-In Counselling \| Advanced NLP Therapeutic Specialist™ \|
Looking forward to another moving encounter!
######
💬**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
Find all the videos here:
https://www.meetup.com/london-family-constellations/events/
**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.
**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.
Have questions? Reach out: office@londonconstellations.uk
(Sunday-Half Day) In-person - Systemic Family Constellation Workshop
**[BOOK HERE](https://zenmymind.co.uk/family-constellation-group-workshops/)**
**Welcome to the Systemic Family Constellation Workshop (in person)!**
Join us at **Zen My Mind - ExCel, London,** for a transformative experience. Our workshop will delve into the dynamics of family systems, uncovering hidden patterns and exploring resolutions. Through **[constellations](https://zenmymind.co.uk/what-is-constellation-therapy-explained/)**, we'll gain insights into relationships, behaviours, and emotions. Our facilitator, \*\*[Ivo Aulik ](https://zenmymind.co.uk/our-team/ "https://zenmymind.co.uk/our-team/")\*\*is committed to creating a secure and impactful experience for you during the workshop.
We intentionally keep our workshops small, with a maximum of 20 participants, to ensure a safer and more intimate experience.
Experience the power of **healing** and **reconciliation** as we navigate through the complexities of family dynamics. This in-person event offers a safe and supportive environment for personal growth and understanding.
Don't miss this opportunity to explore the depths of your family system and discover new perspectives. Reserve your spot today for an enriching journey towards **[clarity](https://zenmymind.co.uk/what-is-constellation-therapy-explained/)**[ and ](https://zenmymind.co.uk/what-is-constellation-therapy-explained/)**[emotional well-being](https://zenmymind.co.uk/what-is-constellation-therapy-explained/)**.
For any additional information, please call us on 02039165574 or email info@zenmymind.co.uk
[www.zenmymind.co.uk](www.zenmymind.co.uk)
**[BOOK HERE](https://zenmymind.co.uk/family-constellation-group-workshops/)**
In Person: CoffeeOps
We are back! This is going to be a monthly IN PERSON meet up in London.
A very big thank you goes to Accurx who is hosting us in their amazing Shoreditch offices. This will include access to facilities including coffee! 😻☕️
**Want to know more? 👇**
As with all CoffeeOps, this is an interactive, chatty, build your own adventure type of meet-up. Instead of booking in experts to *learn* *from*, we gather a group of practitioners to ***learn*** ***with***. We have been running for over 4 years now and often get feedback that this is the most useful meetup people join!
The event is approximately 90 minutes and always starts by brainstorming topics to discuss. The group then votes on the most relevant/interesting to them and we then cycle through the topics trying to discuss each deeply, but in a time bound slot.
To get an idea of topics, you can check out our remote board [here](https://easyretro.io/publicboard/h404NF84Uje4tCcxpJdHr4Ycs9B3/a4a35d2b-181b-409b-832e-a729be1af79c). The general gist is anything is fair game, though we tend to revolve around software delivery and definitely lean towards the more Ops-y or DevOps-y side of things.
AWS AI In Practice #5
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/)
Systems Events Near You
Connect with your local Systems community
AI Improv: let’s build a game together with Claude Code, Codex, and Gemini and b
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/.
June 2026 AWS Columbus - Topic to be announced
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
CONNECTED Westerville Mastermind Group
Join the CONNECTED Westerville Mastermind Group for a dynamic afternoon of B2B networking! This event is perfect for professionals looking to expand their business connections, share insights, and foster collaboration within the community. Whether you are a seasoned entrepreneur or just starting out, this event offers a valuable opportunity to exchange ideas, build relationships, and grow your network in a supportive environment. Connect with like-minded individuals, explore potential partnerships, and discover new opportunities for professional growth. Don't miss out on this chance to enhance your business network and take your career to the next level with CONNECTED Westerville Mastermind Group! We meet the 4th Monday of every month from 11am-1pm. Welcome and general networking from 11am - 11:30am with core meeting 11;30 - 12:30 and a final round of networking from 12:30 - 1pm.
Microsoft Build - Columbus Edition!
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/).
Westerville Queer Coffee Meetup
WQC has weekly Thursday night social nights at the Westerville Java Central. Come and grab a coffee and connect with the community: low stakes, chill environment, and tasty drinks. No registration is required; come as you are.
Azure CBUS June
Want to be a speaker? submit your talk to our Call for Presenters!!!
https://sessionize.com/azure-cbus-2026/
Cocoaheads
We have moved to guild.host. Look us up there.
https://guild.host/events/buckeye-cocoaheads-rcavwd





















