Redux

Bring your little ones (and not so little) for a couple of hours of supervision, giving you a chance to focus on work or enjoy a moment of rest. **What is offered:** * A table for work, ( four power sockets available, or bring your own battery or power bank) * Free play on trampolines and games with adult supervision, * Soft play for little ones (supervision is in place, but maybe we can arrange a childminder to help?) * Café with drinks and food, * Wi-Fi internet (8MB Down, 7MB upload) * If we book as a group in the future, discounts are available!!! \*\*\* The cost of the jump time is extra, buy your kids jump or soft play time here: [https://oxygenactiveplay.co.uk/activity-parks/the-o2/openplay/](https://oxygenactiveplay.co.uk/activity-parks/the-o2/openplay/) , £29.50 for two hours of jumping per child for open active play, this includes the cost of the needed socks. \*\*\* **Action Steps Needed:** **1,** RSVP to show your interest. **2,** Fill in our basic info form at [https://form.typeform.com/to/z37tCjtL](https://form.typeform.com/to/z37tCjtL). **3,** Comment in the conversation to let the others know how many you are! **Age:** 4 years and older **Childminder Cost:** Older kids included, younger to be advised. **Location:** Oxygen Active Play at The O2, [More pictures here](https://www.meetup.com/london-home-education/photos/35712844/) **Time:** Monday at 12:30 am (bring lunch) **Important Note:** This "Childminder and Work Time" event is currently providing a Childminder via the venue staff. If you wish to put our own Home Education child minder in place, please ask. **Possible Alternative Childminder and Work Ideas are:** Adventure Playgrounds, free play, Soft play, garden time, task-based play, Wall or rock climbing, Natural trust-based transition from parent to child playing with a childminder, parent drop off, Parent present at play group, splash pad, forest play time, River Picnic... What would work well for you?

Exited for this event where we'll have the amazing **Manfred Steyer** joining us **in person** talking about how to bring structure to Agentic AI\*\*!\*\* As usual there will be food, drinks and swag thanks to Revolution Technology and Angular.Love :D See you all soon! **AGENDA** • **6:00 pm** Networking/Food • **7:00 pm** Agentic UI Requires Standards: How AG\-UI\, A2UI\, and MCP Apps Work Together \| **Manfred Steyer** • **8:00 pm** Networking **Agentic UI Requires Standards: How AG\-UI\, A2UI\, and MCP Apps Work Together \|** **Manfred Steyer** Agentic AI promises systems that can plan, act, and use tools. In practice, integrating these capabilities into the UI often leads to tight coupling between frontend, agent logic, and specific backend technologies—resulting in vendor lock-in and limited flexibility. This session shows how open standards bring structure to Agentic UI. It introduces AG-UI, A2UI, and MCP Apps, and explains how they work together across system boundaries: AG-UI decouples the frontend from agent implementations, A2UI enables structured and dynamic interfaces, and MCP Apps provide reusable, backend-agnostic capabilities. Together, these standards enable flexible, decoupled architectures that remain stable even as underlying technologies evolve. **More about our speakers:** **Manfred Steyer** *Trainer, consultant, and programming architect with a focus on Angular, Google Developer Expert (GDE) who writes for O'Reilly, the German Java Magazine, and windows.developer. Regularly speaks at conferences.* Many thanks to our sponsors tonight, **Metro Bank** for hosting us and **Revolution Technology** for the food and drinks and **Angular.Love/House of Angular** for the swag :D **Revolution Technology** are a Tech Recruitment Agency who specialise in Software Engineering, Data, Infrastructure and Testing. For the past 10 years they have partnered with some of the most exciting start ups, scale ups and enterprises globally, helping them build high performing and diverse tech teams. Don't miss the next **Angular Spring Camp Meetup** on **19th of May 2026**: Master the evolution of Angular: from Zoneless performance and Signal-based state to modern testing with Vitest. [Register for free here!](https://meetup.angular.love/angular-spring-camp-2026/?utm_source=alex&utm_medium=partner&utm_campaign=angularspringcamp26) Event will be streamed online, link will be available on the day! Looking forward to meeting you all!

**PLEASE VISIT THE WEBSITE TO CONFIRM SESSION DETAILS AND LET US KNOW YOU PLAN TO ATTEND. THIS IS MANDATORY.** **Want to do something useful with your exercise? GoodGym is no ordinary gym. We're a group of people who get fit by doing good - helping out local charities and community groups with physical jobs like shifting compost and planting trees.** **📍 We meet at** **Wanstead House Community Association, 21 The Green, London, E11 2NT** **at 6:45pm.** **🏃‍♂️ At 7:00pm we'll run, walk or cycle to do a 30-40 minute task.** **🏃‍♂️ Then we'll head back to where we started by 8:45pm, do some stretches and maybe grab a beverage?** It's FREE. It's fun. It's fulfilling. And we're a very friendly bunch. 🍇 — **BOOK ONTO THE SESSION** **To come to the session click here:** https://www.goodgym.org/v3/sessions **You will need to confirm your attendance on the GoodGym website** (this includes creating an account with us if you haven’t already - it only takes a few mins). The link above takes you to the session listings in your area - if this session doesn’t fit your schedule, you may find something that does so check it out. p.s. GoodGym is a charity and you will be asked whether you’d like to donate when first creating an account. The choice is yours and does not affect your ability to attend a session. — **FAQ** Not sure you'll keep up? GoodGym is for everyone (18+). Whether you've never run before, or are chasing a marathon PB, you are 100% welcome. We always have a back-marker so no one gets left behind. 70% of GoodGym members start as non-runners so if you're new to this kind of thing you will be supported by people who are all on the same journey. 👍 What do I need to wear? Most of us wear gym/running gear. Make sure you're prepared for the weather. Don't feel like you're fit enough? Our tasks are simple and fun. There are easy jobs as well as more challenging things for those who want a workout! The choice is always yours. Do I need to bring anything? Gardening gloves are really useful for a lot of GoodGym tasks. And a head torch too if it’s likely to get dark. Please bring some if you can but there’s no requirement 🧤💡🧤 What is GoodGym? We're a (really lovely) group of people who use our energy to make a difference in our local community (and in communities across the UK!). We often meet on a weeknight, at least once a week, for a session to do good and get fit. We'd love you to come and join us. Any questions, just pop a comment below or send me a message. Find out everything you need to know at goodgym.org

Join us to discuss "The Invisible Wall" by Harry Bernstein. We will be in the function room (please ask at the bar if you can’t find us) Please arrive from 6.30pm and order any food or drink for a 7pm start. Your first meet up is free and then it is £1.50 to cover Meet Up's costs. You are welcome to bring suggestions for July (we vote 2 months in advance) 😊

**The Talbot Room at the George Inn** The George provides the room free of charge (they are awesome), and we encourage you to purchase drinks (and food – the burgers are great!). As it’s a pub and not a picnic area, please don’t consume your own food and drink there. We usually meet in the Talbot room which is on the top floor on the left hand side of the pub as viewed from the courtyard. If lost please send a message here shortly before the meeting starts. **We are sorry to say that there is no step-free access to the Talbot room, and it is at the end of three flights of stairs.** **Format** We start at 7pm and run until 9pm. We hear approximately six readings of 10 minutes (\~2000 words), then discuss the piece for 10 minutes. Email your work to: london60transmitter@emailitin.com as an attachment (It must be an attachment). A link for access to googledocs will be given at the start of each session to enable people to read along, which in turn enables more considered feedback. Work submitted will be automatically deleted after 10 days. We decide on readers/pieces at the beginning of each session. **Safe and respectful space** The group is run by volunteers, and we don’t have the capacity to read submitted work in advance. If there is anything in your work that might distress or disturb some readers, for example concerning any kind of abuse, please give a trigger warning before you read. Be specific and concise. If it becomes apparent during a reading that a piece is inappropriate, the moderator will stop the reading. In discussing others’ work, please be mindful of how you express yourself and do not use discriminatory language, even if such language features in the piece.

Writers, learn more about writing fiction well through our constructive feedback, comradery and lively discussion. You'll be amazed at what you can learn by listening, and sharing your own words once you feel ready. No pressure. In our regular feedback workshops, we have three writers sharing a sample of their writing for immediate feedback, advice and encouragement. Critique is led and moderated by your host Lisa Goll. Listening to the writing of others and the feedback their piece receives on the night is how we learn. We've been running these sessions since 2010 and there's a reason they fill up so fast! Usually, our workshops are limited to a group of 15 writers in total. Three reading; the rest listening, commenting and giving feedback. For people reading, pieces must be **3,500 words or less** as you'll have about 45mins for reading and discussion on your excerpt from around the table. Most people bring 3,500 words from their novel or a short story of all genres and styles. If you'd like to read, please **post a comment below**. ***You must have booked your place before making a request to read.*** If you are reading, **please bring enough printed copies (at least 10)** of your pages so members can make additional feedback/editing notes for you during the reading. All copies will be returned to you after the feedback has concluded. New members are always welcome in these groups. Most people come along to a few sessions before offering feedback, commenting or requesting to read but it's up to you. If you want to read right away, great, but if you want to come along and see how we roll first, that makes sense too. Again, you'll be surprised by how much you can learn from others by listening to the pieces and their feedback. After the workshop, most of us head to the bar for a social drink or two and extended conversation about the highs and woes of writing. **TICKETS:** £15.00 and please follow the steps to pay via PayPal when you RSVP. Ticket price pays for workshop fees, planning, hosting and organising which involve time and effort. A community of 4,500+ writers takes time to manage. PLEASE NOTE: Refunds or credits will only be provided if the workshop is cancelled by us. We cannot offer refunds or credit for another session if you decide not to attend on the day. **Please change your RSVP if you no longer plan to attend.** We often have people on the waiting list and we'd hate for others to miss out. Location: **The Sutton Arms EC1,** 6 Carthusian St, Barbican, London EC1M 6EB. Closest stations are Barbican, Farringdon and Moorgate. Use the official Meetup app to update your RSVPs, check what's on and last-minute notifications about our events as they happen to your phone. [Download it now](https://www.meetup.com/apps/). These workshops are hosted by me - Lisa Goll, Boss Lady at London Writers' Cafe - I'm a publishing professional with more than twenty years of working within the publishing industry. Added to that, I've been leading LWC workshops for writers since 2010 too. See more about [me on LinkedIn](https://www.linkedin.com/in/lisagoll/) or Insta me @LisasShare @LondonWritersCafe Question? Post a comment below.

🎉 Come along to the London Scala Talks! 🎉 In this event you'll hear from Caroline Morton and Katrina Petrevice. **Agenda** 6:00pm - 🥤 Doors open. Come along and grab a drink! 6:35pm - 🗣️ Introduction 6:40pm - 🗣️ Katrina Petrevice: Caching in Scala using Ref 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 - 🗣️ Caroline Morton: Accidental Functional Programming in Rust (From an Epidemiologist's Perspective) 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 may have a live stream** Watch this space for more details. **🗣️ Katrina Petrevice: Caching in Scala using Ref** Caching in memory is often one of the first strategies used to improve system performances. However, implementing caching in a purely functional way introduces unique challenges, specifically around state management and testability. In this talk, we will look at how to utilise functional programming principles with [Ref](https://typelevel.org/cats-effect/docs/std/ref), while maintaining clarity and composability. We will also deep dive into some common pitfalls and look into practical ways to test Ref effectively. ⭐ Katrina Petrevice ⭐ Katrina comes from a non–computer science background and was first introduced to Scala while working at JPMorgan. She credits much of her Scala knowledge to hands-on experience within her team, where she works on building and maintaining data pipelines and managing data systems. Since then, she has developed a strong interest in functional programming and now co-leads the Functional Programming Group at JPMorgan, where she helps share knowledge and foster a community around these ideas. **🗣️ Caroline Morton: Accidental Functional Programming in Rust (From an Epidemiologist's Perspective)** I don't have a background in functional programming - and I never set out to write it. But somewhere between writing trait-based epidemiological pipelines, composing data transformations, and leaning hard on Result, enums, and pattern matching, I started hearing from others: “That's pretty functional.” In this talk, I'll explore what it means to write “functional-ish” Rust as someone solving real-world scientific problems. I'll walk through the patterns I reach for - like chaining iterators, avoiding shared state, and embracing expressive types - and reflect on which functional programming ideas emerge naturally in Rust, even if you're not trying. I'll also share how designing for epidemiologists - most of whom are used to chaining functions in Python (like Pandas) or R - has pushed me toward creating ergonomic Rust APIs with Python and R bindings. These tools aim to feel familiar to scientists while leveraging Rust's power and safety under the hood. This is a talk for functional programmers curious about Rust, and for Rustaceans wondering if they've been functional all along. No formal theory required - just real code, real use cases, and a pragmatic perspective from someone building public health tools in Rust. ⭐ Caroline Morton ⭐ Dr. Caroline Morton is a medical doctor, epidemiologist, software engineer, and PhD candidate specialising in synthetic data, epidemiology, and Rust. With 60 peer-reviewed papers and two books on software, she combines deep technical expertise with a commitment to improving scientific workflows. Caroline co-founded the first [Women in Rust](https://www.meetup.com/women-in-rust/) group, fostering diversity and encouraging more women to explore opportunities in systems programming. She leads an open-source project improving codelist management in epidemiology using Rust, creating efficient, reliable tools for health data research. Her PhD focuses on synthetic data methods for epidemiology, particularly using Rust to generate large, realistic datasets. A strong advocate for open science and reproducibility, she contributes extensively to improving software practices through publications, workshops, and open-source projects. ———————————————————— 🗣️ 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.

"Humanity's insatiable appetite to colonise reached far into the stars, but they learned the hard way that some stones should remain unturned. Whilst aggressively terraforming Spawn home worlds, humanity stirred the ancient species out of their slumber and incurred their rage in a cataclysmic event. Now conflict dances across the cosmos as the Spawn seek violent retribution by assimilating themselves among humanity and destroying them from within. Humanity’s only hope of survival is to detect the Spawn among them and destroy the threat." The Spawn is a large-scale elimination-based social deduction game where humanity must root out the Spawn which have infiltrated their ranks or be overpowered by them. Strategic gameplay, social subterfuge and gripping sci-fi all in one immersive experience. How to play here: [https://youtu.be/N9C65GQGohA?si=OlwcCbcAIGoQSsIf](https://youtu.be/N9C65GQGohA?si=OlwcCbcAIGoQSsIf) Find the rules and role sheet here: [https://drive.google.com/drive/folders/1IWk9RN97Dt0lm7dfnsvL2G5Ne4L1VFNV?usp=sharing](https://drive.google.com/drive/folders/1IWk9RN97Dt0lm7dfnsvL2G5Ne4L1VFNV?usp=sharing) We always have more players than RSVP and are happy to teach newer members how to play in a friendly inclusive environment. Every player has a hidden role and every game has a moderator who can help guide beginners. Toxic, harmful or anti-social behaviour is not tolerated at these events. Moderators will ensure that games remain friendly and will not tolerate any personal attacks made to them or other players in games. If you experience or witness any behaviour like this at an event the quickest way to get it resolved is by reporting it to a moderator or you can also send a message to [[thespawnsocialdeduction@gmail.com](mailto:thespawnsocialdeduction@gmail.com)]([mailto:thespawnsocialdeduction@gmail.com](http://mailto:thespawnsocialdeduction@gmail.com/)) with your name and details of what happened where we will get back to you as soon as we can. If you ever feel uncomfortable, targeted or harassed at an event always feel free to reach us via the methods above. We always strive to make our events a fun and safe place for all our members. Follow The Spawn on socials! The Spawn Facebook: [facebook.com/profile.php?id=61559668577588](http://facebook.com/profile.php?id=61559668577588) The Spawn Instagram: [instagram.com/thespawnofficial](http://instagram.com/thespawnofficial) The Spawn Twitter: [x.com/The_Spawn_Game](x.com/The_Spawn_Game) The Spawn YouTube: [https://www.youtube.com/channel/UCZgWcuXoir0BX8TrjV_NM5A](https://www.youtube.com/channel/UCZgWcuXoir0BX8TrjV_NM5A) The Spawn Twitch: [twitch.tv/the_spawn_official](http://twitch.tv/the_spawn_official) The Spawn TikTok: [tiktok.com/@thespawnofficial](http://tiktok.com/@thespawnofficial)

uSwitch is located on the first floor of the ZPG building at 5 Copper Row, London, SE1 2LH, London (Click on the map for directions) What 3 words location: [https://what3words.com/puts.sudden.else](https://what3words.com/puts.sudden.else) The Clojure dojo is a collaborative way to learn Clojure/ClojureScript through practice. The aim is to learn a little more than before you started. This event is for those new to coding through to more experienced developers. We organise into small groups (2-4) people and write code to solve challenges great and small, chosen by those at the event. We aim to ensure someone in your group has some Clojure experience, so you shouldn't feel lost (well no more than all developers do when Stack Overflow is broken). Example challenges for the coding dojo are listed on this website: http://www.londonclojurians.org/code-dojo/ Various past exercises have been loaded to [https://github.com/ldnclj](https://github.com/ldnclj/lisp1.5/blob/master/src/lisp1/5.clj) # Approximate schedule: 18:40 Doors open and start collecting suggestions 18.45 Pizza should have arrived 19:00 Quick intros and vote on suggestions 19:15 Break out into groups and start practising 20:45 Gather together for a quick show and tell # What should I bring? We organise into small groups, so if you have a laptop with a working Clojure environment please bring it along (there are lots of online Clojure environments, so you can just use your browser too). # How do I get in to the building? At the glass doors press the buzzer to inform the security guard you are here. Say you are here for the event on the first floor. Is there way to talk with the Clojure community? Why yes. The Clojurians Slack channel is full of friendly people who love to try and help. People based in London are often in the #clojure-uk channel. Sign up for a free account to the Clojurians Slack community via http://clojurians.net/ What is Clojure? Clojure is a JVM language that has syntactically similarities to Lisp, full integration with Java and its libraries and focuses on providing a solution to the issue of single machine concurrency. Its small core makes it surprisingly easy for Java developers to pick up and it provides a powerful set of concurrency strategies and data structures designed to make immutable data easy to work with. If you went to Rich Hickey’s LJC talk about creating Clojure you’ll already know this, if not it’s well worth watching the Rich Hickey “Clojure for Java Programmers” video or Stuart Halloway “Radical Simplicity” video .

Join us for our next Emacs London meetup held at University College London (UCL). A projector will be available, if anyone wants to give a presentation and/or if helpful to share Emacs tips, for some collaborative debugging, etc. We might head to a pub for a drink and/or a nibble afterward. Emacs users of all levels welcome! Interested in Emacs but not really a user? You're more than welcome too! **Call for presentations** Fancy talking about your favourite Emacs package? Proud of your latest Emacs Lisp hack and you want to tell everybody? Anything parenthesis-related that's bugging you? There'll be a monitor waiting for you for a short presentation!

\*\*\* The more parents and kids, the cheaper it gets for all of us! \*\*\* \*\*\* Do you know a Location? \*\*\* **Action Steps Needed:** **1,** RSVP to the Waitlist to show your interest. **2,** Post your location idea in the discussion! **3,** Fill in our basic info form at https://form.typeform.com/to/z37tCjtL. **Interested in East London are:** Jonathan, Anna Butterworth, Victoria474389760, **Interested in North West London are:** Soba **Possible location Ideas are:** Your home, an Adventure Playground, free play coffee shop, Soft play location, your garden or summer house, task-based play like clay modelling, Wall or rock climbing, splash pad, forest play time with hut, River Picnic... What would work well for you?

We're delighted to announce an exciting LSCC event on Wednesday 13th May, in partnership with our friends at Zopa Bank! Join us at the Zopa Canary Wharf office in London for this session and get the chance to flex your architectural design muscles! "So how are we supposed to get great architects, if they only get the chance to architect fewer than a half-dozen times in their career?" — Ted Neward. This quote highlights the need for practice, which is what our LSCC architecture katas provide: a safe, repeatable way to hone your software architecture design skills by simulating architectural challenges. **What's the format?** You'll be split into groups and have a business problem to solve. You'll be tasked with designing a technical architecture to meet that problem context. As with real-life you'll have to manage various trade-offs in your design and interact with a Product Owner to clarify your questions. At the end of the task each team will showcase their architecture and technology choices back to the wider group as part of a group discussion. Whether you're a seasoned coder, software architect or new to the scene, you're invited to share insights, discuss best practices, and learn from fellow participants. No prior session attendance or architecture knowledge is required – just bring your enthusiasm. No laptop is required for this session, we'll provide each group with paper, pens and sticky notes to support the activity. Thank you to the Codurance team that will run the event at Zopa Bank's office. Find out more at https://www.codurance.com/ Food and drinks will be provided with vegetarian, vegan and non-alcoholic options available - thanks to Zopa Bank for sponsoring refreshments and hosting in their great office. **About Zopa** Founded in 2020 with a full banking licence and backed by some of Silicon Valley’s most iconic investors, digital bank Zopa is building the Home of Money. This is a place where financial products deliver good value and managing money is made effortless; deep and long-lasting relationships mean customers are left confident about their choices. One of the UK’s highest rated and most celebrated financial brands, Zopa has been recognised with over 10 British Bank Awards, holds a Trustpilot rating of 4.6/5, and has one of the highest customer satisfaction scores in the industry. Zopa Bank Limited is authorised by the Prudential Regulation Authority and regulated by the Financial Conduct Authority and the Prudential Regulation Authority. https://www.zopa.com/ We look forward to seeing you soon!

Shaping our future with AI. Creating opportunity through AI fluency, connection and community. No jargon. No hype. No confusing terminology. NOTE: This event will be focussed on the changing shape of software development. Everyone is welcome to attend but the content will be somewhat technical. **Join us for our next in-person meetup in London on Thursday May 14th.** Our theme for this meetup is **Reimagining Software Development with AI.** We're going to take a step back and think about the role we, the humans, play in the software development process now that coding agents have arrived. This event provides a small glimpse of the future, from the innovators who are challenging everything and rebuilding the process of software development from the ground up, with humans at the centre! **Where and When?** * Thursday, May 14th * Doors open at 18:00 * Talks start at 19:00 * AutogenAI, 123 Pentonville Rd, London N1 9LG **Talk 1: The Validation Gap: We Need A Better Way To Review AI Generated Code** (Robert Werner, Co-Founder & CTO Leapter) AI coding is fast. We're generating more code than ever. But more code means more code to verify, and agentic workflows are scaling that gap faster than review processes can keep up. The bottleneck didn't disappear. It moved from writing code to verifying logic. For most generated code, you can ship, test, and iterate. But what if we need to be sure? What about the code that runs our financial systems or decides if you qualify for a loan? It has to be right. Hope is not a strategy, we need to better ways to review code. In this talk Robert will share his recent innovations, experiments and insights with you. **About Robert:** Robert Werner is the CTO of an AI startup dedicated to shaping the future of AI-native software development. He has over 20 years experience focussed on Software Engineering, Developer Experience and Transformational Platform Engineering, across Fortune 500 companies and FinTechs. **Talk 2: Narrative Engineering: What Cognitive Science Actually Tells Us About Building with LLMs** (Sal Kimmich, Security Architect at Gadfly AI) We keep treating LLMs like search engines that hallucinate. That is the wrong category, and it produces the wrong engineering. LLMs are narrative generators. They do not retrieve facts or execute logic. They complete stories. That distinction is not philosophical. It determines what kind of system you can build with them and what kind you cannot. Neuroscience has been studying probabilistic, distributed, narrative-generating systems for decades. Most of the LLM engineering field is ignoring that work. This talk walks through cyberneutics, an open source methodology and repository built on the premise that we need a new engineering discipline for narrative computing the way software engineering emerged from symbolic computing. The theoretical foundations come from second-order cybernetics, distributed cognition, and Minsky's Society of Mind. The empirical validation comes from 2025 mechanistic interpretability research showing that reasoning models internally simulate multi-agent dialogue to reason better. The practical techniques come from iterative practice: adversarial committees, pipeline algebra with formal quality propagation, observer-aware interaction design. Three real lessons for practitioners building agentic systems: reliability is a property of the pipeline, not the prompt; repetition is latent space exploration, not failure; and if you want auditable AI reasoning, you need to externalise the dialogue structure, because the transcript is the explainability artifact. The discipline does not exist yet. This is what building it looks like. **About Sal:** Sal is a developer advocate for open source and passionate about helping engineers, ethical hackers and digital enthusiasts understand the complexity of modern software development. With over a decade of experience as building cloud-native machine learning pipelines in the healthcare and tech for good sectors, their work is now focused on filling the cracks in the open source software supply chain to build a better digital future for all of us. **Thanks!** We'd like to thank our sponsors [Leapter ](http://leapter.com/)and AutogenAI for making this event possible. **Code of Conduct** This event has a code of conduct that you can [review here.](https://aifortherestofus.live/code-of-conduct) By joining the community and registering for this event you agree to abide by our code of conduct. **Providing Your Name and Email** To register for this event you'll be asked to provide your email address. After the event you will be automatically subscribed to the newsletters from *AI for the rest of us* and Leapter GmbH. You can unsubscribe at any time (But why would you? They are really very good!)

Come out to Improving for our monthly iOS and Mac meetings. This Month's Presentation: Nothing yet. (You should volunteer). What is Cocoaheads (http://cocoaheads.org/)? CocoaHeads is a group devoted to discussion of Apple Computer's Cocoa Framework for programming on MacOS X and iOS (including the iPhone, iPad and Apple Watch). During monthly meetings, members present on their projects and offer tutorials on various programming topics. What is BuckeyeCocoa (http://buckeyecocoa.org/)? BuckeyeCocoa is a group of Objective-C/Swift developers/enthusiasts. We host monthly Cocoaheads and near-weekly NSCoder meetings in Columbus, Ohio. The meetings are free to attend. Presentations! Presenters welcome! We are always in need of people willing to present material. Any Swift and/or Objective-C related topic is welcome. Times can be 5 minutes (i.e. lightning talks) to a maximum of 2 hours. Interested? Contact info is on the BuckeyeCocoa website. To volunteer for a presentation contact us at @BuckeyeCocoa on Twitter. Follow us on Twitter! @BuckeyeCocoa (https://twitter.com/#!/Buckeyecocoa/) For more information: http://buckeyecocoa.org/

Our hybrid event takes place both as a face-to-face and as an online meeting using the GoToMeeting software application: [ ](http://app.goto.com/meeting/449766181)[CinMIC LINK](https://meet.goto.com/449766181). This club is an operating stock investment club, open to the public as an educational opportunity. Each month this club covers an investment educational topic or presents a teaching segment. Stocks are discussed and studied. Because it is EARNINGS SEASON, we will be having full reports on more than half of our portfolio holdings along with a short educational presentation. There will be a stock study and if time allows, we end the meeting with a "Talkin' Stocks" segment of two quick company overviews. Investors at all levels are welcome at the face-to-face meeting or online by using this[ ](http://app.goto.com/meeting/449766181)[CinMIC LINK](https://meet.goto.com/449766181). Get to know fellow investors!

Join us as we get together to see your choice of two VERY different movies – one sweet and wholesome – the other a terrifying folklore horror! Option 1 is the fun whodunnit-action-comedy-mystery led by Hugh Jackman, THE SHEEP DETECTIVES! Option 2 is the top-reviewed supernatural-horror-thriller starring Adam Scott, HOKUM! Here’s a description, trailer and plan for this event: THE SHEEP DETECTIVES: Every night a shepherd reads aloud a murder mystery, pretending his sheep can understand. When he is found dead, the sheep realize at once that it was a murder and think they know everything about how to go about solving it. The film is directed by Kyle Balda and take a look at this ensemble cast: Hugh Jackman, Nicholas Braun, Molly Gordon, Hong Chau and Emma Thompson and the voices of Julia Louis-Dreyfus, Bryan Cranston, Chris O'Dowd, Regina Hall, Patrick Stewart, Bella Ramsey, Brett Goldstein and Rhys Darby. TRAILER: https://www.youtube.com/watch?v=pyZI5oM6hWk HOKUM: In this film, a horror writer visits an Irish inn to scatter his parents' ashes, unaware the property is said to be haunted by a witch. It is written/directed by Damian McCarthy stars Adam Scott, Peter Coonan, David Wilmot, Florence Ordesh and Austin Amelio. Hokum premiered to rave reviews at this year’s SXSW Festival and is being release by Neon. It is earning a stellar 97% positive rating on Rotten Tomatoes, which calls it, “A classic haunted house story enriched with atmospheric folklore and perfectly-timed shocks!” TRAILER: https://www.youtube.com/watch?v=EVCIK_MPyhc PLAN: For those seeing HOKUM, please purchase your ticket for the 7:00pm showing and meet inside the theater lobby at 6:50pm! For those seeing THE SHEEP DETECTIVES, please purchase your ticket for the 7:15pm showing and meet inside the theater lobby at 7:00pm! For BOTH films, we’ll plan for a pre-show bite at nearby El Vaquero! For those joining for dinner, we’ll meet at El Vaquero at 5:45pm! Should be a couple of fun movies and a good time together, Dan

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

Join us as we kick off Summer Movie Season with a Happy Hour & a movie event to see the sci-fi action-adventure, THE MANDOLARIAN AND GROGU! The sci-fi action-adventure follows a lone bounty hunter and his apprentice Grogu (Baby Yoda) embark on an exciting new Star Wars adventure. Here are details, a trailer and our plan for this event: DESCRIPTION: In the film, Djarin and his apprentice Grogu are enlisted by the New Republic during a period where remaining Imperial warlords threaten the galaxy. The film is written/directed by Jon Favreau (the mastermind behind the early MCU films) and stars Pedro Pascal, Sigourney Weaver and Jeremy Allen White. TRAILER: https://www.youtube.com/watch?v=uwild1rw7Aw HAPPY HOUR PLAN: For Happy Hour food and drinks before the show we’ll meet in the bar area at nearby Bravo at 5:15pm! We’ll have a section reserved for the group, so keep an eye out for us and we’ll keep one out for you! CMG Pro Tip: If you can, bring cash as it helps make for a quicker exit from the restaurant. MOVIE PLAN: Please purchase your ticket for the 6:45pm showing and meet in the lobby area at 6:30pm! Tickets on sale now and advance purchase as soon as possible is advised! Once you have yours, please list you seat number in the Comments section of this event. Happy Summer and See You Soon, Dan

Join us as we get together to get together to help those in need at this CMG Gives Back event! We have a great little community of Movie Group friends so rather than see a movie this time, we’ll help “create a better world” by helping serve those in need. Here are complete details and our plan for this event: FAITH MISSION – GRANT KITCHEN: The Faith Mission kitchen and dining room serves residents 3 meals a day, every day of the year. For this event, our group will help prepare food, serve meals, assist residents in the dining room, wash dishes, and clean surfaces. PLAN: We will be preparing / serving / cleaning for BRUNCH from 10:30am to 12:30pm and have space for a total of 7 volunteers. Please arrive at 10:20am and wear closed-toe shoes and long pants. LOCATION: Faith Mission – Grant Kitchen is located at 245 N. Grant Ave. Enter the kitchen at Dock 1 (in the back of the building), indicated in the attached map. On-site parking in the adjacent lot and street parking is available in the surrounding area. Below are some links / attachments with additional info/details: IMPORTANT REMINDER: Our group will be providing all of the volunteers on this day so a firm RSVP count is essential. Please only sign up if you are certain you’ll be able to attend. If something unavoidable comes up, please try to update your RSVP no later than one week prior to the event. With few exceptions, no shows or cancelations within 1 week of the event will not be eligible for future CMG Gives Back events. I appreciate your understanding as we try to ensure the agencies have the volunteers needed to provide the essential services they provide to the vulnerable population they serve. Our Partner Agency for this event is Lutheran Social Services! A huge THANK YOU to all of YOU for volunteering at this (and any of our previous) CMG Gives Back events! Should be another good/fun/meaningful time together, Dan

**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.