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Apache Flink/London
**Real-Time. Real Challenges. Real Conversations.**
📅 *Jun 30th, London, 6:30 -8:30 PM*
180 Borough High St
London SE1 1AP, UK
**About this event**
Join us for an evening dedicated to real-time data and Apache Flink®. Whether you're already running streaming pipelines in production or just starting to explore stateful stream processing, this is a chance to learn from practitioners, swap war stories, and connect with the London data community.
Expect talks on building and scaling stream processing systems, lessons from production deployments, and where real-time architectures are heading, followed by drinks, food, and plenty of time to network.
**What to expect**
* Technical talks from engineers running Flink and streaming systems at scale
* Real-world use cases: exactly-once processing, CDC, event-driven architectures
* Q&A with speakers
* Food, drinks, and networking with the London data engineering community
**Who should come**
Data engineers, platform engineers, architects, and anyone curious about Apache Flink and real-time data processing. All experience levels welcome.
**Agenda**
* 6:00 PM — Doors open, drinks & networking
* 6:30 PM — Talks begin
* 8:00 PM — Open networking
* 9:00 PM — Wrap up
**Save your spot**
If you'd like to join the meetup, please make sure to register using the link below:
[https://luma.com/y9gskuu4](https://luma.com/y9gskuu4)
Your registration helps us plan seating, catering, and event logistics.
Looking forward to seeing you all there!
FREE English lessons happening today at 6:30pm in Central London
Free English lessons in London taught by our trainee teachers!
**[Register Here](https://www.dcteachertraining.com/london-free-english-lessons)**
Location: St Giles London Central, 154 Southampton Row, WC1B 5JX
(Nearest Tube: Russell Square)
Evening classes
* Tuesdays and Thursdays (each weekday)
* 6:30pm to 8:30pm
Levels available:
Pre-Intermediate (A2) / Intermediate (B1) / Upper Intermediate (B2)
(Lessons for adults only - 18 years+)
We can't wait to welcome you to the English lessons!
AI in Production: Vectors in the Newsroom & Healthcare Challenges
GDG Cloud London is thrilled to be partnering with Skyscanner for a deep dive into the world of AI applications in Production.
This meet-up is a unique opportunity to connect with fellow AI enthusiasts, industry practitioners, and researchers in a dynamic and interactive setting. We are going to have some pizza and networking at the end!
Don't miss out, RSVP now!AGENDA
18:00 - Doors Open & Check-ins
18:30 - Welcome & Intro
18:40 - Ellen Muller - Vectors in the Newsroom: Building Smarter Image Search at the Guardian.
When a photo editor searches our image management system for "protest" at 6pm on a deadline, they can't afford to get zero results because the images were captioned "demonstration." Traditional keyword search has no way to know those mean the same thing - and for an archive with inconsistent metadata, that gap matters. This talk is about how we added semantic search to the Grid (the Guardian's open source image management system) using embeddings and vector similarity. We'll dig into how vector spaces let you encode meaning rather than just text, and the practical choices (and mistakes) involved in shipping this into a real production system.
19:15 - Bruno Ripa - Technical challenges of AI adoption in Healthcare
Deploying AI in healthcare requires solving a shifting equation: balancing high-fidelity clinical utility against rigorous data sovereignty mandates and punishing infrastructure costs. This talk breaks down how our company navigates this fluid landscape daily. We will cover where we use AI in our stack, how localised data compliance continuously reshapes our engineering choices, and the concrete technical hurdles we encounter along the way. Rather than showcasing a finalised architecture, we will focus on the ongoing design decisions and trade-offs required to keep our product secure, reliable, and compliant, all while aggressively optimising compute and operational costs—proving that surviving the mutating challenges of healthcare AI is a continuous process of lean execution.
20:00 - Pizza & Networking
Agenda
---
Speakers
Bruno Ripa - Dyad (Senior AI Engineer)
Ellen Muller - The Guardian (Software Engineer)
Hosted By
Amanda Cavallaro, GDG Organizer
I'm an Aikidoka, Developer Advocate, Software Developer, Google Developers Expert, Linkedin Learning Author and a Full Stack Web Development Specialist.
Saverio Terracciano, GDG Organizer
Stefano Le Pera, GDG Organizer
Lorenzo Turrino, GDG Organizer
Kubra Harmankaya, Android Developer
---
Partner
Skyscanner (https://skyscanner.net/)
---
Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cloud-london-presents-ai-in-production-vectors-in-the-newsroom-amp-healthcare-challenges/.
SALSA & BACHATA CLASSES in FULHAM
# Every Tuesday – Fulham Salsa & Bachata Club
[Fulham Salsa & Bachata Club, St. Dionis Church, 18A Parsons Green, FULHAM SW6 4UH](https://maps.app.goo.gl/G8sxwjb8iWVNPizr7)
**7 pm – 10:00 pm**
**Bachata classes: 7:15 pm – 8:10 pm**
**Salsa classes: 8:20 pm – 9:20 pm**
**FREE Social Dancing till 10 pm**
* 1 min walk from Parsons Green station.
* Free parking on surrounding streets after 6:30 pm
* Absolute beginners are warmly welcomed to dance
* No partners required
* No prior bookings are needed, turn up and dance.
* No alcohol allowed
* You can bring your own soft drinks. Water will be provided.
* Fun & friendly classes for dancers of all levels. Social dancing to the best and latest Salsa, Bachata, Cha-Cha, and Latin grooves.Wear comfortable shoes and light clothes, to keep you dancing comfortably all night
* **[£16 for Both Classes + Social Club](https://www.incognitodance.com/product/ticket-for-fulham-salsa-bachata-club/)**
* FREE social after-classes
[Link to event](https://www.incognitodance.com/fulham-salsa-bachata-club/)
To buy any of our award-winning classes online for our other venues, simply click on the package of your choice. The class credits can be used at any of our venues at any time in a 24-month period.
**New Salsa & Bachata courses (includes free entry for social) for any level:**
* [3 weeks SALSA BRONZE](https://www.incognitodance.com/3-week-salsa-bronze-course "3-week-salsa-bronze-course") @ £45
* [6 weeks SALSA SILVER](https://www.incognitodance.com/6-week-salsa-silver-course "6-week-salsa-silver-course") @ £84
* [9 weeks SALSA GOLD](https://www.incognitodance.com/9-week-salsa-gold-course "9-week-salsa-gold-course") @ £117
**Incognito Dance also still teach regularly at [Wimbledon Salsa & Bachata Club,](https://www.incognitodance.com/salsa-classes-courses-mondays-at-wimbledon-salsa-bachata-club/) [Putney Salsa & Bachata Club,](https://www.incognitodance.com/fridays-at-new-putney-salsa-club/) [Hammersmith Salsa & Bachata Club,](https://www.incognitodance.com/wednesdays-at-hammersmith-salsa-club-hammersmith-london/) [Fulham Salsa & Bachata Club](https://www.incognitodance.com/fulham-salsa-bachata-club/)**
Build Your Al-Powered B2B Outreach Engine
Registration Must Happen on: https://www.eventbrite.com/e/building-an-ai-powered-b2b-outreach-engine-find-qualify-convert-tickets-1992273247915?aff=oddtdtcreator
From finding the right leads to the final follow-up - personalisation at scale.
Generic outreach is dead. Spray-and-pray emails get ignored, burn your sender reputation, and waste hours you don't have.
In 90 minutes, you'll build something better: an AI-powered outreach engine that finds the right businesses, qualifies them automatically, and writes personalised messages at scale that actually get opened and answered.
Not just theory. Not "use ChatGPT to write faster." A real, repeatable system — built live, around an actual EU brand. You'll watch the full cycle work end to end, then walk out ready to run it on your own business tomorrow.
Here's what you'll walk away with:
🎯 Find — Pinpoint your ideal customers and pull a clean, structured lead list from sources hiding in plain sight. AI does the heavy lifting.
⚡ Qualify — Turn your gut instinct into a scoring system the AI runs at scale, so you only chase leads worth chasing.
✉️ Convert — Write outreach that goes way beyond {{name}} — then sequence follow-ups that hold the thread and pull replies.
By the end, you won't just understand AI outreach. You'll have designed the engine.
Perfect for SME owners, founders, consultants, employees and students who want a system that works — not another AI demo.
Seats are limited and these fill fast — grab yours now.
🕐 17:15–18:45 workshop · 18:45–19:15 networking & refreshments
📍 Barclays, 120 Moorgate, London 🤝 In collaboration with Barclays
Learn to meditate with us - No charge - No Commitment - Beginners Very Welcome
**Discover Meditation. Find Your People. Change Your Life.**
What if one Tuesday evening changed everything?
At the Hertford Buddhist Group, we come together to learn and practise meditation — and to build something rarer than that: a genuine community of people who care about living with more meaning, depth, kindness, and connection.
You don't need to be a Buddhist. You don't need to know anything at all. You just need to be curious.
**What to expect:** A warm welcome, full meditation instruction for beginners, rich discussion, a tea break, and the kind of conversation you rarely get anywhere else. We meet every Tuesday, 7.30pm–9.30pm at the Millbridge Rooms (opposite Hertford Theatre). Please arrive between 7.00 and 7.15pm.
There is no charge. Ever. You are able to give a donation to help cover our cost if you want to.
Each session has its own flavour — sometimes more meditation-focused, sometimes more discussion-based, sometimes led by different voices in our community. We like variety. We like depth. We like people who ask big questions.
**We typically welcome 20–30 people** each week — Meetup RSVPs don't tell the whole story, so don't let a low number put you off. Just come.
📍 Find us, get directions, explore meditation recordings and resources: 👉 [hertfordbuddhistgroup.co.uk](https://hertfordbuddhistgroup.co.uk)
💬 Join our warm and lively Facebook community: 👉 [facebook.com/groups/205398687230606](https://www.facebook.com/groups/205398687230606)
See you soon — I mean that.
*Keith*
Unplugged with Alex Karim: At the cold face of the Microsoft customer journey
In this session Richard Conway co-founder of the UK Azure Users Group will interview Alex Karim, from Microsoft UK. Alex is at the cold face of the customer journey running executive briefings and providing Microsoft solutions descriptions based on what customers are trying to do. Alex works across all sectors and verticals and gets under the skin of the problem for Microsoft's customers. In this Ask Me Anything session (within reason), Richard will interview Alex about his experience with customers, solutionising with Microsoft tools and how Microsoft are helping customers in the new world of AI. Promises to be a great session. Please respond in discussion with questions you want to ask and we'll get them on the list!
BIO:
Alex is a technology innovator and evangelist specialising in Mixed Reality & AI. Alex began his tech journey in Automotive & Formula 1 at McLaren, leading the first ever deployment of HoloLens 2 in the industry and various AR & VR related projects across design and engineering. This ultimately led him to Microsoft where he served as UK “Metaverse Lead” shaping go-to-market strategies across Mixed Reality, Azure IoT, and Azure Data & AI before joining the Microsoft Innovation Hub. Today, at Microsoft Alex helps customers navigate the shift to AI-native organisations - delivering design thinking & prototyping workshops for some of the world's biggest enterprises & brands. Outside of work he hosts the Masters of Innovation Podcast - where he interviews leading voices across technology and innovation. He is also an aspiring racing driver working to transition from Sim Racing to the real world.
Salesforce.com Events This Week
Discover what is happening in the next few days
UK Transformational Connection Festival 2026
I'll be leading at this, the 2nd UK Transformational Connection Festival. The first one last year was great :).
If you would like to experience a sample of what it might be like I have some shorter events coming up, more info here: https://www.eventbrite.co.uk/o/robyn-wilford-29457876735
And here is what is written about the festival and please get in touch if you have any questions:
Join a magical field of transformational connection, embodied presence and wild celebration (see the dance floors ;)). The festival is a celebration and adventure via the depths of our tenderness and a remembrance of innocence and reverence.
It takes place in a beautiful retreat centre close to Glastonbury.
More info here - [https://www.transformationalconnection.com/transformation...](https://www.transformationalconnection.com/transformational-connection-uk-festival?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBEwVE1ITnZPdlRHRmpxVWFJMnNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR45njVYPWqHaRAcSqFNXu5k4OCbWWWR2MPypfS4dYvLxz8kPgu2EAchZLUguw_aem_ASqcKxEsUZiX46ouPAgv2A)
What’s on offer?
\- Everything Transformational Connection and Surrendered Leadership from the basics up to the world’s biggest Circle\!
\- Top djs\, live music\, TC inspired performances and fun\.
\- Leading edge workshops that complement the practice\.
Is this for you?
This festival is open to people completely new to Transformational Connection and is a homecoming for many inspired by the practice. It's a catalytic space and people experience these days as a journey that offers them profound insights as well as potential challenges.
Every year many people share being deeply impacted and inspired afterwards, having experienced so much.
Any questions about the event please feel free to reach out to us - team@transformationalconnection.com
Read more about Transformational -[https://www.transformationalconnection.com/what-is...](https://www.transformationalconnection.com/what-is-transformational-connection?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBEwVE1ITnZPdlRHRmpxVWFJMnNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR45njVYPWqHaRAcSqFNXu5k4OCbWWWR2MPypfS4dYvLxz8kPgu2EAchZLUguw_aem_ASqcKxEsUZiX46ouPAgv2A)
and Surrendered leadership - [https://www.transformationalconnection.com/what-is...](https://www.transformationalconnection.com/what-is-surrendered-leadership?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBEwVE1ITnZPdlRHRmpxVWFJMnNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR7y7-ZF44XxQTQXPeWXMrsDiaYYHgO9c3wad1sgSLgbxIK_NePYHqASK0E-2Q_aem_OReCUVwJdvqwWIrddfRzIw)
Registration: [https://www.transformationalconnection.com/transformation...](https://www.transformationalconnection.com/transformational-connection-uk-festival?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBEwVE1ITnZPdlRHRmpxVWFJMnNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR7zw4ech5k92ygwOrET99zB4ouoJjFIUnxKmHPLVWFjougHfYhCuMOW4nV9Pg_aem_kuSNbYMvHqPCNfmjHCMRrw)
4th - 9th July 2026
€875-€925 inside accommodation
€825 Camping
\*PRICE INCLUDES ALL FOOD AND ACCOMMODATION
(Limited single rooms available at extra price of €250)
🔥🚀 Microservice Development with AI-Node.js - (Vibe Coding) - In Class
This session is designed for **juniors**, **new graduates**, and **non-tech attendees** who want to understand how **AI** can help in building microservices. You’ll learn the best practices for building microservices from scratch, including **writing acceptance criteria** and **creating REST APIs**. We’ll also demonstrate how **AI tools** like ChatGPT can help you write better code, catch errors early, and automate common tasks, making development easier and faster.
By the end of this session, you’ll have a solid understanding of how to design and build microservices, all while using AI tools to optimize your workflow.
🧪 **What You’ll Learn:**
* **Microservice Architecture Best Practices**: Learn core principles like **decoupling services** and **scalability**.
* **Writing Acceptance Criteria**: How to define clear requirements that ensure your microservice works as expected.
* **Creating REST APIs**: Learn how to design secure, scalable APIs for communication between microservices.
* **AI in Microservice Development**: How AI tools like ChatGPT can assist with code writing, error-checking, and test generation.
💡 **Why It Matters:**
* **Scalable Services**: Microservices break down large systems into smaller, manageable parts that are easier to maintain and scale.
* **AI Assistance**: Tools like ChatGPT help you automate parts of the development process, speeding up coding and reducing errors.
* **Real-World Applications**: These practices are in high demand, and mastering them will equip you with valuable skills for modern software development.
👨💻 **Who Should Attend:**
* **Juniors** and **new graduates** looking to learn microservices and AI in development.
* **Non-tech people** interested in how AI can assist in coding and building software.
* Anyone looking to understand **modern development practices** and how AI can improve workflows.
🕓 **Schedule**
* 18:15 - Networking
* 18:40 - Program starts
* 19:20 - Q&A - networking
* 19:30 - End
Affordable Running
Join us for the **first** Affordable Running CIC event: a low-cost, chip-timed 5K and 10K in Victoria Park.
Affordable Running was created to make proper race events feel more accessible, welcoming and affordable.
Race entries can often feel expensive or intimidating, so we’re starting with a simple idea: a proper race-day experience at a fairer price.
This event is open to **all** abilities — whether you’re running your first 5K, coming back to racing, chasing a PB, joining with friends, or just looking for a fun morning in the park.
Event details:
***Victoria Park 5K & 10K***
***Sunday 5 July 2026***
***10:00am***
***Victoria Park, London***
***£10 entry***
**25% entries are FREE for those who face barriers to entry**
**Be a hero and pay £5 forward forward**
***Chip timed***
***Official results***
***All abilities welcome***
This is our **first** pilot event, so we’d love as many people as possible to come and be part of the beginning.
Please note: you must register through the official event link to take part. RSVP-ing on Meetup alone does not confirm your race entry.
Sign up here: ***https://events.kronosports.uk/event/2502***
**Proper races. Fair prices. Running for everyone.**
Freaky Friday's Comedy Night in Camden
**Best place to be Every Friday in London for some raw Stand Up Comedy.**
This group is for people who wanna have a laugh, make new connections, be inspired or simply have a fun night in London.
**Meetup Details:**
Doors open at 6:30pm. Early birds are guaranteed the best seats. Plus all Meetup Members are guaranteed Happy Hour for the entire show ;)
**When:**
Every Friday, mark it in your diary...tell a friend.
**Where:**
Located in Camden (near Mornington Crescent) at Kiss The Sky Bar, 11 Camden High Street NW1 7JE.
**Grab your tickets at:** https://freakyfridayscomedy.eventbrite.com
Looking forward to seeing you all!
**Remember to Follow us on Instagram for Weekly Updates: @freakyfridays69**
LJC Meetup at Neo4j - Smarter Search with Spring AI and Neo4j
Register: [https://www.eventbrite.co.uk/e/ljc-meetup-at-neo4j-smarter-search-with-spring-ai-and-neo4j-tickets-1991379537804](https://www.eventbrite.co.uk/e/ljc-meetup-at-neo4j-smarter-search-with-spring-ai-and-neo4j-tickets-1991379537804)
LJC Meet-ups is a series of events, aimed at giving all Community members an opportunity to present at an LJC event.
We're excited to invite you to our next Meetup, co-hosted with **neo4j**!
Join the London Java Community for an evening of technical talks, networking, and knowledge sharing hosted by Neo4j.
This month’s meetup explores two of the hottest areas in modern software development: integrating Generative AI into Java applications and deploying Machine Learning models within Java ecosystems.
Whether you’re a Java developer, architect, data engineer, or simply curious about the latest innovations shaping our industry, this session will provide practical insights and real-world examples from experienced practitioners.
Agentic AI Across Cloud, Platform Engineering & Data
Hello and welcome to our special joint meetup between **Cloud Platform Engineering London**, **Cloud Platform Engineering Leaders**, **Data & AI Leaders**, **AWS AI UG**, **Azure AI UG**, and **GCP London**.
This crossover event brings together platform engineers, cloud architects, data and AI leaders, SREs, engineering managers, technology executives, and practitioners exploring how AI is reshaping modern cloud platforms, developer workflows, business transformation, and enterprise engineering.
This is a special **Community Stack ecosystem event**, bringing together several of our cloud, platform, and data-focused communities for an evening of practical talks, senior technical discussion, and cross-community networking.
A huge thank you to **[Arrows](https://www.arrowsgroup.com/)** for hosting and sponsoring this event, and for supporting the growth of the cloud, platform engineering, data, and AI community in London.
Speakers and sessions:
**Get a High Return-on-Investment from AI Business Transformation**
**Nora Balla, Founder and AI Business Transformation Lead, Add Velocity**
Nora Balla is the founder of Add Velocity, an AI-native business transformation and implementation consultancy.
Nora has gained extensive experience across investment products, business transformation, finance operations, and regulated asset and wealth management environments. Previously a freelancer, she now operates in a collaborative delivery model, helping organisations scale AI and automation solutions in complex business settings.
Her experience includes finance transformation at Harley-Davidson, reporting process improvements in commercial real estate funds, and supporting the Aladdin implementation at Royal London Asset Management.
In this session, Nora will explore how organisations can achieve a stronger return on investment from AI business transformation. The talk will cover the opportunities and high-value use cases, the real risks organisations need to manage, the skills required for the agentic era, how to define and measure success, and practical tips for improving efficiency when working with AI systems.
**Agents in the Fastlane**
**Ryan Cormack, Principal Engineer, Motorway**
**Luke Marrai, Engineering Manager, Motorway**
Motorway has used traditional AI and machine learning for years to enhance and improve its systems. But how can those years of learning be applied to build the next generation of agentic systems for users?
In this session, Ryan Cormack and Luke Marrai from Motorway will explore how they are enhancing the functionality of Motorway’s platform to provide more accurate search results for dealers looking to acquire stock through the online marketplace.
The talk will cover how Motorway is using **AWS AgentCore** to run its agentic systems, and how evals are being used to ensure the system performs as expected.
Ryan Cormack is a Principal Engineer at Motorway, the UK’s leading used car marketplace, where he leads technical strategy and drives AI-powered transformation across the engineering organisation. With over 14 years of experience building and scaling systems on AWS, Ryan specialises in turning architectural best practices into practical engineering outcomes, from cloud modernisation programmes to the adoption of agentic workflows and AI-native developer tooling.
Luke Marrai is an Engineering Manager at Motorway, supporting engineering delivery and helping teams build effective, scalable technology for one of the UK’s leading automotive technology platforms.
Agenda:
**18:00** — Arrival, refreshments and networking
**18:30** — Welcome and introduction
**18:35** — Get a High Return-on-Investment from AI Business Transformation — Nora Balla
**19:00** — Break and networking
**19:20** — Agents in the Fastlane — Ryan Cormack and Luke Marrai
**20:00** — Networking
**20:45** — Close
**Join us on June 11th:**
We are also hosting the **Cloud Native & Open Source AI Conference** on **June 11th in London**, bringing together a fantastic line-up of speakers across AI, cloud-native, open-source, platform engineering, leadership, and modern infrastructure.
You can view the full speaker line-up and event details **[here](https://www.communitystack.io/conferences/cloud-native-london)**
**About the communities:**
This event is jointly hosted across **Cloud Platform Engineering London**, **Cloud Platform Engineering Leaders**, **Data & AI Leaders**, **AWS AI UG**, **Azure AI UG**, and **GCP London**.
Together, these communities form part of the **[Community Stack ecosystem](https://www.meetup.com/pro/generative-ai-uk-community/)**, bringing together technical practitioners, leaders, partners, and organisations across cloud, platform engineering, data, AI, and open technology.
We are always keen to hear from speakers, hosts, sponsors, and community partners.
If you would like to speak, sponsor, or host a future event, please reach out to **[Ethan Sumner](https://www.linkedin.com/in/ethansumner404/)** via LinkedIn.
This event follows the **[Community Stack Code of Conduct](https://www.communitystack.io/code-of-conduct)** and **[Privacy Policy](https://www.communitystack.io/privacy-policy)**, ensuring a respectful, inclusive, and welcoming environment for all attendees.
Cloud Native London, July 2026
Hi folks!
Welcome to our July Cloud Native London meetup! Join us to hear from our two 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 Architecting Safe Autonomy: High-Stakes Autonomous Agents Need Deterministic Checkpoints for Safety (Hossein Kakavand, Luther Systems)
7:15 Putting Open GitOps to the test (Steve Fenton, Octopus Deploy)
7:45 Wrap up
See you there!
Cheryl (@oicheryl)
**Putting Open GitOps to the test (Steve Fenton, Octopus Deploy)**
The Open GitOps principles sound plausible, but the world is full of surprising realities. Join Steve Fenton and explore the GitOps research to see whether GitOps delivers on its promises, based on an analysis of over 600 perspectives from roles like DevOps engineers, developers, platform engineers, and cloud infrastructure engineers.
*Steve Fenton researches the socio-technical systems behind software delivery; how organizations, people, and technology actually work together (or don’t). At Octopus Deploy, he explores GitOps, Platform Engineering, Continuous Delivery, and compliance through a lens shaped by punk history, psychology, and the kind of genre fiction that asks uncomfortable questions about systems and society.*
*He’s an eight-time Microsoft MVP (DevOps), a DORA Community Guide, a CD Foundation Governing Board member, and a contributor to the CNCF Platform Engineering Community Group. He’s written books on TypeScript, Octopus Deploy, and Web Operations Monitoring, and occasionally writes horror fiction.*
*https://www.linkedin.com/in/stevefenton/*
*https://mastodon.social/@stevefenton*
*https://bsky.app/profile/stevefenton.co.uk*
**Architecting Safe Autonomy: High-Stakes Autonomous Agents Need Deterministic Checkpoints for Safety (Hossein Kakavand, Luther Systems)**
The more freedom we give an autonomous agent, the more it drifts into hallucinations or policy violations, yet clamping it down with prompts kills the reasoning we want. Think Brownian Motion versus a Brownian Bridge: a random walk wanders anywhere, but pin it at fixed points and it moves freely between them while always landing where it must. Deterministic checkpoints are those pins.
InsideOut applies this to infrastructure. It works with the user to shape a feature set, stack, config, Terraform and cost estimates, then deploys and manages the infrastructure in real time for monitoring, alerts and changes. Each stage must produce a structured artifact validated against fixed rules, and if a check fails only that stage repeats, catching errors before they propagate. High-stakes actions stay locked down by design: the agent can request a deploy by presenting a button, but never holds the cloud keys itself. The result is an agent that is more productive precisely because it is safely unconstrained.
*Hossein Kakavand holds a Ph.D. from Stanford University. He has been with several start up in AI, ML and Distributed Systems, with IPOs on NASDAQ and LSE. He is currently a Co-Founder of Luther Systems focused on solving the Enterprise Operations problem at scale. @HosseinKavavand*
***Check out [https://www.oicheryl.com/cloudnativelondon](https://www.oicheryl.com/cloudnativelondon) if you're interested in speaking or sponsoring.***
Salesforce.com Events Near You
Connect with your local Salesforce.com community
ServiceNow AI Deep Dive: Hands-On Learning Session
We're planning a hands-on technical session focused on building AI solutions in ServiceNow - think skills, agents, and real-world use cases. If you’re curious about AI on the platform, RSVP now and stay tuned for more details. Let's build together!
Level One Tuesdays (Bachata & Salsa Dance Lessons)
Click Here For More Videos:
https://www.facebook.com/share/r/17bwkttXhV/
***********************************
Salsamante Dance Academy will be at Swerve Every Tuesday Night to share the Rhythm & Energy of Bachata & Salsa.
These are Beginner Level lessons to get you comfortable and understand the two dances. Spread the Good News to all.
Swerve Dance & Fitness Complex
640 Lakeview Plaza Blvd A, Worthington, OH 43085
Bachata 7pm-8pm
Salsa 8pm-9pm
$15 - One Lesson
$20 - Both Lessons
IxDA Chat n Pancakes
You can sleep in on the Sesquicentennial (observed), we’re shifting to the following Friday.
But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why I’d even want to.
Thanks to the team at Nationwide of supporting the group.
Latin City Wednesday - Cuban Salsa Lesson
Click Here For More Videos:
[https://www.facebook.com/share/r/17vTa7EuwG/](https://www.facebook.com/share/r/17vTa7EuwG/)
The Biggest Salsa Night to hit your mid-week is happening at Latin City Wednesdays. Get the feel of the Latin Beat as your hips and feet groove the right way.
Viva Dance Columbus (2809 Festival Lane Dublin, OH 43017)
830pm-930pm Cuban Salsa Lessons
930pm-Midnight Open Latin Dance Party
15 With Lesson
10 Just Open Dance
Free Parking, No Need to Bring a dance partner, No Sandals Please and Plenty of Space to Move Around.
Christians in Tech - Meetup #39 @ Improving
Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you.
Our Website
[https://linktr.ee/citcbus](https://linktr.ee/citcbus)
Sponsors and Partners
* Improving (Venue Sponsor)
* Bethel World Prayer Center (Fiscal Sponsor)
* Fruits & Roots (Coffee Partner)
💃 Lincoln Street Salsa Saturdays! 💃 Salsa, Bachata, and Merengue Dancing! 💃
**🔥 Lincoln Street Salsa HAS MOVED TO EVERY FRIDAY, NO MORE SATURDAYS!**
**🔥 Lincoln Street Salsa @ 1717 Brice Rd, Reynoldsburg 43068**
**🔥 Salsa, Bachata, Merengue Dancing!**
**🔥 NO PARTNER OR EXPERIENCE NEEDED!**
**🔥 Every FRIDAY, 8 pm - 1 am**
**🔥 8:00 pm - 8:30 pm = Registration**
**🔥 8:30 pm - 9:30 pm = Beginner Dance Class**
**🔥 9:30 pm - 1:00 am = Open Dance Party**
**🔥 LincolnStreetSalsa.com**
**🔥 Questions? Text Todd 614-774-8146**
Azure CBUS July
Want to be a speaker? submit your talk to our Call for Presenters!!!
https://sessionize.com/azure-cbus-2026/


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