Kanban

*📌Abstract* Vibe coding captures something real: momentum. The ability to move from an idea to a working prototype at surprising speed, guided by intent, context, and AI assistance. But in an enterprise environment, speed alone isn’t enough — software must also be secure, compliant, observable, and built to last. We'll see how teams can build applications in a single, end-to-end development flow — from business requirements and early prototypes to engineering, testing, delivery, and production — without breaking context or introducing late-stage rework. At the center of this flow is the software catalog: a living system of record that connects services, APIs, data, ownership, dependencies, and standards. More than documentation, the catalog becomes the shared interface for developers, platform teams, and AI agents to understand the system and act consistently, within enterprise rules and guardrails. The goal isn’t to limit creativity, but to make flow sustainable — turning AI-driven momentum into software that’s ready for production. 🔍 *Key topics* • From vibe-coding to ai-assisted delivery in production • Software catalog as the system of record for enterprise context • AI agents operating in context continuity within guardrails ⏲️ *Agenda* 18.30\* Welcoming 18.45 Talk 19:30 Q&A 19:45 Closing remarks & Networking and Pizzas! 🍕 See you at the next Meetup! \*To access the venue, a staff member will be at the building's front entrance. The venue is on the first floor. 🎙️*Speaker* Giulio Roggero CTO @ Mia-Platform 25 years of experience in software engineering, serial entrepreneur with more than 10 business initiatives launched, today is co-founder and CTO at Mia-Platform, the Internal Developer Platform named by Gartner Cool Vendor for Software Engineering Technologies and in the Cloud Application Platforms Magic Quadrant. Principal focus: cloud native, platform engineering, data fabric and omnichannel experience. He likes to paint Blood Bowl miniatures, construct Lego, build and drive RC Cars and learn piano.

We've got the songs, the charts, the enthusiasm and some of the people. All we need is more people and your enthusiasm and your song choices. All the standard elements of a Soul band plus orchestral instruments. Exploring the best Soul songs and the best arrangements - especially those featuring strings (violin, viola, cello), French horn, flute, brass, woodwinds, percussion, background vocals. Let's have fun learning and playing a bunch of great tunes from the Soul / R&B back catalogue. There will be well-known standards and lesser-known or even obscure gems chosen from anywhere in the entire history of R&B. This is for: lead vocals, backing vocals, guitars, bass, drums, keyboards, trumpet, trombone, French horn, flute, baritone sax, tenor sax, alto sax, woodwinds, violin, viola, cello, percussion. Visit the "Thursday" page of our new spreadsheet to see vacancies, current members, current repertoire, and to make and see suggestions for new repertoire: https://docs.google.com/spreadsheets/d/1Zb1cMKrOMDvxacsw9AoRRstkx-M7r_NIrF4tZJIREU0/edit?usp=sharing We'll learn some classic tunes by ear and play them. You do not need to be able to read music. Support is given in learning the parts (this may sometimes include written charts / tab). The workshop will be led by Andy Dummett. Andy has been privileged to play with a number of Soul legends including Stax, Atlantic and Motown recording artists - Eddie Floyd, Solomon Burke, Ben E King, Percy Sledge, Edwin Starr, Martha Reeves & the Vandellas, the Memphis Horns, Steve Cropper, Teenie Hodges, Sam Moore (Sam & Dave), Leon Ware, Dorothy Moore. Please check the studio's website for the latest Covid procedures: https://www.huskystudios.co.uk/wp-content/uploads/2020/10/Husky-Studios-Coronavirus-COVID-19-customer-guide.pdf Fees: Per session (drop-in): £15 Your fees include the group's costs for rehearsal studio rental and hire of mic's, PA, bass amp, guitar amps and drum kit. We will work towards a public performance. See our Calendar (http://www.meetup.com/London-Institute-of-Rhythm-Blues-Meetup/events/) for all Events http://www.meetup.com/London-Institute-of-Rhythm-Blues-Meetup/events/ To see details of individual Events (past and future), you can click through from the Calendar

**Whose knowledge is centred in design? Whose voices are heard, and whose are overlooked?** Join us for an interactive workshop that goes beyond surface-level inclusion to critically explore power, culture, and equity in design practice. **What’s the event about?** We want to create a space where we can talk honestly and practically about what it means to go beyond inclusive design — to question who design is for, how it’s done, and how we might do it differently. It’s not a lecture, nor is it about having the “right” answers. It’s about exploring the topic together in a way that’s open, hands-on… and a bit of fun too. This event will include an interactive activity designed to provoke thought and discussion about what it means to design beyond inclusivity, creating space for deeper shared reflection. **Who’s it for?** This is for anyone working in or around design — whether you’re in services, research, strategy, policy, or community roles. You might: •⁠ ⁠Be curious about the term “decolonising” but not sure where to start •⁠ ⁠Feel a bit disconnected from this kind of conversation •⁠ ⁠Be looking for a more grounded, less academic way in •⁠ ⁠Just want to meet others thinking about design and equity in new ways **What can you expect?** •⁠ ⁠A hands-on group activity inviting you to explore an unfamiliar world, challenge assumptions, and think differently about power, culture, and design •⁠ ⁠Facilitated group reflection and conversation on how we talk about — and act on — the idea of decolonising design in our work •⁠ ⁠Informal conversations and networking at the pub to follow What you’ll take away •⁠ ⁠A practical framework you can adapt or reuse in your own work •⁠ ⁠A more grounded sense of what “decolonising design” can mean in everyday practice •⁠ ⁠A chance to connect with others exploring similar questions Whether you're completely new to decolonising design or already working with these frameworks, you'll find space to reflect, learn, and connect with others navigating similar questions. **About the Ticket** The ticket cost is to hold your place and ensure commitment from attendees. **All participants who attend the event will be offered the option to request a full refund of their ticket price.** This approach helps us plan effectively while remaining accessible to those with financial constraints. Come ready to participate, question, and imagine design differently.

We're back - after a summer break - and we want more voices and more instruments for our workshops and for our next public performance (optional, no pressure - but I know you'll love it). Ideal entry for singers new to our workshops. Classic Soul songs in full vocal arrangements with live band. Let's bring the backgrounds to the foreground (where they belong) and put them on an equal footing with the lead vocals. Visit the "Thursday" page of our new spreadsheet to see vacancies, current members, current repertoire, and to make and see suggestions for new repertoire: https://docs.google.com/spreadsheets/d/1Zb1cMKrOMDvxacsw9AoRRstkx-M7r_NIrF4tZJIREU0/edit?usp=sharing This is for you if you are: • a backing vocalist • a lead vocalist • a backing vocalist who wants to develop their lead vocal skills • a lead vocalist who wants to develop their backing vocal skills • a singer who wants to develop their percussion skills • a musician who wants to accompany singers and support them • a musician who wants to develop their own vocal skills • a guitarist, keyboard player, bass player, drummer, horn player, string player, percussionist Use your existing skills and develop new ones. The Soul repertoire offers an incredibly rich variety of vocal combinations. We will be able to choose songs to suit whatever combination of leads and backing vocals we get. Have fun singing essential, but often neglected elements of the arrangements. Vocal backgrounds play an important role in Soul - using call-and-response; creating variety of texture; defining sections of the song; differentiating repeats of the same section; building excitement. The workshop will be led by Andy Dummett. Andy has been privileged to play with many of the great singers, songwriters and musicians from Stax, Atlantic, Motown and more The way we use the studio has changed. This should be reassuring for those who are hesitant or cautious. Husky is a very Covid-secure venue and it’s important that all our members are protected, especially the most vulnerable. I would not be starting up again if I wasn’t confident in their procedures. Full details are available on the studio’s website: https://www.huskystudios.co.uk/wp-content/uploads/2020/10/Husky-Studios-Coronavirus-COVID-19-customer-guide.pdf Please read it all. It’s too long for me to copy it all here, but I’d like to draw your attention to some of the main points. · Wear a mask when you come in · Use the hand sanitiser at the entrance · Bring your own hand sanitiser for use in the room · Bring spare masks if you need them (they are available from the office – but for £5 each!) · Let me know you’re coming. If I’m expecting you, let me know if you’re not coming. · Let me have your phone number AND postcode for NHS Test & Trace · Microphones will be available and will have been disinfected. There is a deposit of £5 per mic, refunded on return · Microphone cables are not available. If you need to use a mic, please bring your own cable These workshops can support what you do in your own bands and in band workshops run by the Institute of Rhythm & Blues (http://www.meetup.com/London-Institute-of-Rhythm-Blues-Meetup/) Please check the studio's website for the latest Covid procedures: https://www.huskystudios.co.uk/wp-content/uploads/2020/10/Husky-Studios-Coronavirus-COVID-19-customer-guide.pdf Fees: Per session (drop-in): £15 Your fees include the group's costs for rehearsal studio rental and hire of mic's, PA, bass amp, guitar amps and drum kit. We will work towards a public performance. See our Calendar (http://www.meetup.com/London-Institute-of-Rhythm-Blues-Meetup/events/) for all Events http://www.meetup.com/London-Institute-of-Rhythm-Blues-Meetup/events/ To see details of individual Events (past and future), you can click through from the Calendar

🎙️ **Webinar Coming Soon!** What if your analytics didn’t just show you what happened… but helped you decide what to do next? Join us for an upcoming live session on: **Agentic Analytics: Analytics That Acts** 📅 5 March, 2026 ⏰ 11 AM ET \| 9:30 PM IST \| 4:00 PM GMT \| 8:00 AM PT In this webinar, we’ll break down: • What Agentic Analytics really means (beyond the buzzwords) • How AI agents operate across the entire data-to-insight workflow • The shift from reactive reporting to proactive decision support • Why semantic layers and governance matter more than ever • What the future of analytics could look like by 2027 If you’re exploring how to move from dashboards to intelligent action — this session is for you. 👉 Save your spot and be part of the conversation: https://lumenore.com/events-and-webinars/agentic-analytics-webinar?utm_source=webinar&utm_medium=community&utm_campaign=organic #AgenticAnalytics #AI #BusinessIntelligence #Data #DecisionIntelligence #Lumenore #Webinar

👀 Something is happening… The best way I can describe it is like one member said to me: ‘Tim - It’s like freshers week, every week, but better, with bands and stuff…’ and that’s how it’s been over the last 7 years since we created this group. It’s honestly the most fun we’ve had and I’m inviting everyone of you because something’s been happening for a while now and you just don’t know about it…It’s a Showcase of some of the Best London bands playing their music in London - and it’s also a MEETUP group, so you can watch the gig with a mix of regular members and newcomers. Feel free to come on your own or bring your friends and meet new people. Look for the ‘MEETUP SIGN’ or ask the Host on the Door when you arrive. It’s an awesome line-up and at one of the Top Venues in London - Great place for a beer, meet new people and see some amazing unsigned bands! 🔥🔥🚒🍻 \* **‼️ THE ULTIMATE LONDON GIG MEETUP! ‼️** **LONDON MUSIC SHOWCASE Presents:** **STRONGROOM in OLD STREET** March 5th THURSDAY [SCARLETT JESSICA](https://www.instagram.com/scarlettjessicaa/) \- Headliner [NINE LIVES](https://www.instagram.com/ninelivesband_/) [POLLY.](https://www.instagram.com/pollyrhythms/) [VENA CAVA](https://www.instagram.com/venacavaldn/) \* There aren’t enough emojis for this, so I’ll keep it simple: BE THERE. If you’ve been to the MEET-UPS over the last 7 years, you’ll know what it’s all about so come down, bring your friends, bring your foes, cancel your wedding, book Granny out of the retirement home. Whatever it takes, she won’t want miss it 😄🍻 \* **WHATSAPP GROUP:** We’re a friendly mix; English, French, Australian, Portuguese, Italian, Spanish and Japanese people so I’m sure you will meet someone that shares a passion for Rocking Music. Don't worry if attendance looks low, we are meeting other Meetup / WhatsApp / Facebook Groups and a lot of my friends don't RSVP. I can also add you to the Event’s WHATSAPP GROUP if you are interested in joining - Just message me your number. \* **\*FREE TICKET LINK\*** [https://link.dice.fm/Dbe505c90fa0](https://link.dice.fm/Dbe505c90fa0) \* **DISCLAIMER:** I work for the Venue / Promoters. It’s just for fun nights and meeting people. We are not responsible for you or your belongings. By attending this event you agree to waiver liability for the Host :) Please bring ID to events as some are 18+. You may appear in photos/videos of the gig. Thank you \* **All Gig Meetups here 👀‼️👇** [https://dice.fm/promoters/london-music-showcase-6ko3](https://dice.fm/promoters/london-music-showcase-6ko3) [https://www.instagram.com/londonmusicshowcase/](https://www.instagram.com/londonmusicshowcase/) [https://www.meetup.com/London-Music-Showcase-Gigs-Drinks/](https://www.meetup.com/London-Music-Showcase-Gigs-Drinks/) [https://www.facebook.com/LondonMusicShowcase](https://www.facebook.com/LondonMusicShowcase)

🎟️ **Get tickets: [https://lu.ma/ai-builders](https://lu.ma/ai-builders)** 🎟️ ☝️This is a free meetup however a Luma ticket is required! **Join our meetup for AI engineers & founders!** We share the latest insights about: *AI dev tools, Agent frameworks, RAG pipelines, automation hacks, Cursor/Claude code hacks, and new gen-AI models.* ​\*\*:: FOR WHO ::\*\* ✅ Anyone actively building with Generative AI ✅ Devs, Product peeps, Data lovers, ML engineers, Founders ⚠️Technical LLM knowledge required!\* ​ :: **FORMAT** :: * ​💻⚡️ **Speed Demos** (10 min) Builders share real-world AI solutions and how it's built. Including code, prompts & architecture examples! * ​**🎤 🦄 Pioneer Talks** (20 min) Inspiring talk/demo from emerging Gen-AI leaders from Europe or Silicon Valley * ​**🤝🍕🍻 Informal Vibes** Lots of time to network with other builders over some yummy pizza & drinks. ​\*\*:: AGENDA ::\*\* 17:30 **🤝** Walk-in 18:00 **🍕** Pizza (be early!) 18:30 **🎤** Pioneer Speaker 19:00 ---- 💬 BREAK TIME ----- 19:30 💻 Demo (TBA) ​19.45 💻 Demo (TBA) 20.00 🍻 Drinks 21.00 End ​ **:: FAQ ::** • What is **AI Builders?** A self-organizing nonprofit community of 3000+ AI nerds🤓. and yes.. we're building a democratic AI CEO and run on [opencollective.com](http://opencollective.com/aibuilders) donations. • **Can I demo, give a talk, or just help out?** Message Arthur [(+31636570260)](https://aib.club/whatsapp-arthurp) in case you want to shine✨ on stage and grow your network! • \***I'm not technical. Can I come?** Yes! To fully enjoy the meetup, we recommend chatting with AI to understand these basic LLM concepts: *Multimodal, Vector Embeddings, RAG, Chaining, Structured JSON Output, Function Calling, API calls, Knowledge Graphs, Reinforcement Learning, Fine-tuning, AI Agents.* • **Why hangout at AI Builders?** * NETWORKING: Connect with 80+ technical attendees and a larger community of 3000+ across Europe * ​LATEST KNOW-HOW: We focus on innovative AI demos + slides with diagrams, code/prompt examples. * ​FUN: a lot of time to chill, 10min demos, informal good vibes! **​Location** We look forward to hang out with you: 207 Old St, London EC1V 9NR, United Kingdom It's close to the Old Street Tube Station **Thanks to our friends at [Beyond](https://www.wearebeyond.work/beyond-the-bower)** ![]()🎟️ **Get tickets: [https://lu.ma/ai-builders](https://lu.ma/ai-builders)** 🎟️ ☝️This is a free meetup however a Luma ticket is required!

**今次會帶嘅遊戲**： Invention (Full) Dixit, Cryptid, Faraway, Agricola, The Mind, Next Station: London, Quest, Codename: Pictures, Fuji, Azul, Lost Cities, Patchwork, Wingspan, Nine tiles Panic, Modern Arts 及其他遊戲... and more... (待定) -可去此[相冊](https://www.meetup.com/kongfortable/photos/35791706/)，睇睇我哋平時玩開咩 Games，見到想玩嘅可以留言話我哋知叫我地帶過嚟 -亦歡迎你帶你嘅愛game 過嚟同其他參加者玩 我哋會盡量每個月搞 1-2 次聚會，今次唔得閒記得下次嚟玩 **報名**︰ \- 場地可容納人數有限\(約30人\)，請於 Meetup 報名 \-\- 如額滿可排 Waiting List \- 我哋會在現埸用 meetup 點名，所有出席活動嘅人務必用 meetup 報名 RSVP \- 報名時可留言你想玩的桌遊，我哋會盡量安排帶俾你玩 \(如果冇，會試下搵相同類型嘅遊戲俾你\) **收費** (因 no-show 情況嚴重，將採取新收費安排)： \- 每位 £8 \(Visa\, Master\, AE\) \- 經 Sumup 網上付費留位，請使用此[連結](https://pay.sumup.com/b2c/QX72107Q) \-\- 請於付款時，在 Fullname 一欄填寫你的 **Meetup username** (不要填全名) \-\- 付款後，在 Meetup Inbox [管理員 Terry](https://www.meetup.com/members/473473274/) 通知付款時間 ( 例: 我於 26/02 13:45 成功付款 - Kongfortable ) \- 如你有帶 Guest，請使用連結再次付款，其中注明 \[username\]'s guest \- 排 Waiting List 人仕請不要先付款，如成功 RSVP 後會通知你去付款 \* 如報名者沒有在 Meetup 報名後24小時內付款留位，主辦方有權將你的報名移到 Not-going List 而不作通知 **遊戲類別** (包括但不限於)： \- 歐式/美式/戰棋桌遊 \(輕/中/重\) \- Party Game \- 合作遊戲 \- 身份遊戲 \- 每次 meetup 都會輪換遊戲，有特定 game 想玩可以問定！ **活動流程**： \- 我哋會將閒置玩家聚集做 2\-5 人一枱玩 \- 唔識玩完全唔緊要，主辦人員 / Helper 會用廣東話教玩開Game \-\- 中途有問題當然可以問點玩 \(但我哋唔會主動提供策略\) \- 可以在現場睇下有咩遊戲想玩 \(如果冇足夠玩家開Game，我哋得閒嘅話會"戥腳"\) **飲食**： \- 場地提供樽裝水及含糖飲料\(收費\) \- 場地不提供主食，只提供一款軟糖\(收費\) \- 可自攜/外賣飲品食物 \- 避免進食沾污雙手的食物或謹記要洗手！ \- 玩完可以一齊去附近晚飯 **交通**： \- Northern Line Archway Station / Overground Upper Holloway Station 步行 5\-10分鐘 \- 場地提供專屬泊車位\(約6個位\)，及場地對出後街星期六全日免費泊車，歡迎揸車嘅朋友！ **守則**： \- 請各位參加者不要no show，會浪費人手和場地資源。因場地所限使參加人數有限，如果有人no show 就代表有人想來玩但結果位置被浪費 \-\- 如果你因事要取消行程，請於活動開始48小時前取消報名，否則以no show 論 \-\- 我們會將no show 者記錄在案 \- 請各位參加者盡量準時出席活動，方便主辦方管理及分配座位 \- 請於活動當日對主辦人員及其他參加者持良好態度，不要出作不當行為如騷擾、人身攻擊或作不雅言論等等 \- 所有 Boardgames 均由主辦人員、義工及其他玩家私人借出。全部Boardgames 均為心愛之物，請好好愛惜 \-\- 遊玩時保持雙手乾淨及枱面清潔 \-\- 不要屈牌或塗污版面 \-\- 完成遊戲後請檢查有否遺漏配件\(如跌在地下\)及按原狀收納好 **退款**： \- 請於活動開始48小時前取消報名及於Meetup Inbox 通知 [管理員 Terry](https://www.meetup.com/members/473473274/) 要求退款，否則將不獲退款 **備註**： \- 我哋只係向場地提供方租借地方，並非聯手搞活動 \- 主辦人員會於活動當日影低桌遊遊玩狀況作推廣用途，並會於上載前遮蓋拍攝到的個人特徵\(如面部\)

Walk length 6miles/10km approx. Linear. A chance to explore the London streets from Blackfriars to Euston on a guided city stroll passing many iconic landmarks but with particular emphasis on a number of fascinating Art Deco buildings. Art Deco was a design style and movement that existed from the 1910s to the 1930s and was styled into many things including buildings, furniture, cars and fashion. Meeting Meet outside Blackfriars Train Station/Underground (north side of Thames) from 1.45am for the walk to start at 2.00pm. We will visit a pub at the end for some refreshments close to Euston Station/Kings Cross Station. Walk Cost: £4 cash on the day organizer fee (For paypal it is 'colin45@hotmail.co.uk' Please send as friends and family to avoid charges. For bank transfer message organizer. The host is a qualified London Guide. Please keep your 'RSVP' updated for this event as it would help to get accurate numbers and determine who is turning up for the walk; my phone number is Colin 07709 305681. Walking Safety: Walking is a great way to keep fit and generally very safe; however it does contain an element of risk. Before going on any of these walks you need to be reasonably fit and be prepared to be responsible for your own safety. You should wear appropriate clothing such as proper walking shoes, warm and wet weather clothing and carry sufficient food and water. Please see our Terms and Conditions (http://www.meetup.com/London-Explorers/pages/Terms_and_Conditions/) COULD EVERYONE PLEASE AVOID COMMENTS BELOW THAT ARE NOT SPECIFIC TO THE EVENT AS THIS GENERATES SPAM, JUST CHANGE YOUR RSVP IF YOU CAN'T GO. YOU CAN MESSAGE ME. MANY THANKS.

## \*Please note - to be admitted to this event you must register for approval here: [https://luma.com/lcsqwmf3](https://luma.com/lcsqwmf3) This weekend hackathon brings together LangChain and SurrealDB to explore how agents can move beyond demos by grounding themselves in structured, persistent context. As agentic systems become more autonomous, their biggest failure mode isn’t model capability - it’s context. Agents struggle with accuracy, consistency, and reasoning when memory is shallow or unstructured. Knowledge graphs provide a powerful way to represent relationships, state, and history, enabling agents to reason over how things connect, not just what text is retrieved. Over the weekend, you’ll build practical agent projects using the LangChain ecosystem, with a strong emphasis on knowledge graphs and real-world retrieval workflows, using SurrealDB as a unified data layer for graph, document, vector, and temporal data. You’ll also have plenty of time to connect with both the LangChain and SurrealDB communities in London, collaborate with other builders, and get hands-on support from mentors. *** ## Schedule **Friday** * 18:00 - Doors open, check-in, pizza & drinks * Hackathon kickoff, team formation & briefing (time TBC) **Saturday** * All day - Build, iterate, mentor support (details TBC) **Sunday** * Final build, demos & judging (details TBC) * 15:30 - Closing, winners & wrap-up Full challenge details and rules will be shared ahead of the event. *** ## What you’ll work on * Agent workflows built with LangChain * Knowledge graph–driven context and memory * Hybrid retrieval patterns (vector + graph) * Persistent agent state and evolving context * Practical, production-oriented agent use cases *** ## Prizes * Swag and LangSmith credits from LangChain * Swag from SurrealDB *** ## Why attend? This is a hands-on opportunity to build credible agent projects in a single weekend, learn production-oriented patterns, and explore how structured context improves agent accuracy and reliability. You’ll collaborate with experienced builders, get direct support from the LangChain and SurrealDB teams, and connect with the wider London agent and AI engineering community. **FAQs** **Is the venue accessible?** Absolutely! There is a lift that takes you up to Level 4 where the event is held. **Is this event for me?** SurrealDB events are for software engineers, developers, architects, data scientists, data engineers, or any tech professionals keen to discover more about SurrealDB: a scalable multi-model database that allows users and developers to focus on building their applications with ease and speed. **Am I guaranteed a ticket at this event?** Our events are tech-focused and in the interest of keeping our events relevant and meaningful for those attending, tickets are issued at our discretion. We therefore reserve the right to refund ticket orders before the event and to request proof of identity and/or professional background upon entry. **Are there any House Rules?** At SurrealDB, we are committed to providing live and online events that are safe and enjoyable for all attending. Please review our [Code of Conduct](https://surrealdb.com/legal/code-of-conduct) and [Privacy Policy](https://surrealdb.com/legal/privacy) for more information. It is compulsory for all attendees to be registered with a first **and** last name in order to attend. Any attendees who do not adhere to these requirements will be refused a ticket.

Register: [https://luma.com/london-mar5](https://luma.com/london-mar5) **Join our meetup for AI nerds, engineers & founders!** We share the latest insights about: *AI dev tools, Agent frameworks, RAG, vibe coding, and more!* ​​\*\*// FOR WHO\*\* ✅ Devs, Product peeps, Data lovers, ML engineers, Founders ✅ Anyone building with AI ⚠️ Some LLM knowledge required!\* Neo4j Session: **Living in an Agentic World (model) by Andreas Kollegger** What if we onboarded AI agents the same way we onboard employees? That's the key insight of "context graphs" - giving agents access to why decisions are made improves their performance. This leads to \*Agentic World Models\*: the convergence point where agent memory, knowledge graphs, and context graphs meet. Agents discover written policies and unwritten tribal knowledge, learn formal org structures and informal influence networks, and capture the \*decision traces\* that explain not just what happened, but why it was the right call. We'll cover: \- how to capture decisions traces \- how to query the context graph when making decisions \- a demo of what this looks like Together, we'll put context in context.

## Hey Columbus WIP peeps! ## Are you ready for an event that actually gives you what you asked for?? **\-\-\-\-\-\-** **A Small-group coaching conversations for women in product navigating growth, leadership, and career decisions.** **March 10 \| 5:30–8:00 PM** **Rev1 -- NEW SPACE** **330 Rush Alley #100** **Parking Options:** • **Rev1 at The Peninsula** • **Starling St. Garage South** – 377 W. Capital St. • **LAZ Parking (COSI)** – 50 Belle St. • **LAZ Parking Limited** – 375 W. State St. • **Veterans Memorial Lot** – 300 W. Broad St. • **Metered Street Parking** **What moves are you making?** A promotion you’re working toward. A role change you’re considering. A bigger leadership opportunity. A conversation that needs to happen. A decision that’s been sitting in the back of your mind. For our Q1 Women in Product Columbus event, we’re creating space to actually work through those moments. **Making Moves** is an evening of focused, facilitated coaching conversations with experienced mentors from our local product community. This isn’t a panel. It’s not passive networking. It’s small-group dialogue designed to be thoughtful, practical, and worth your time. Here’s how it will work: • You’ll choose a topic that reflects what you’re navigating right now • You’ll join a small coaching circle (5–7 participants) • Each circle is led by a mentor who has lived experience in that area • We’ll run two rounds so you can go deeper or explore a second conversation ### Coaching Topics: • Communicating the Value of Your Work (or Team) • Career Transitions & What’s Next • Growing Into Leadership • Staying Relevant as Technology (and AI) Changes • Getting Alignment and Decisions from Leadership Our goal is simple: you leave with clearer thinking, practical perspective, and at least one next step you feel confident about. Space in each circle will be limited to keep conversations meaningful. If this sounds like the kind of room you’ve been wanting to be in, we’d love to see you on March 10. RSVP here! [https://community.womenpm.org/c/all-local-events/making-moves-a-columbus-wip-event](https://community.womenpm.org/c/all-local-events/making-moves-a-columbus-wip-event "https://community.womenpm.org/c/all-local-events/making-moves-a-columbus-wip-event") *And if you haven't joined the WIP group - do that too, would ya?!?!* — Your Columbus Chapter Leads - Amber, Leah and Liz!

Hike approx 4.0 miles at approx. 18 minute mile pace. Meet in front of the Nature Center.

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas

We will meet next to the restrooms at the [Big Meadows Picnic Area](https://www.metroparks.net/wp-content/uploads/2022/06/HBK_Web_1980.png). They're all the way at the back of the park, and they can be found at coordinates [40°09'06.6"N 83°02'30.2"W](https://www.google.com/maps/place/40%C2%B009'06.6%22N+83%C2%B002'30.2%22W/@40.151828,-83.0423587,214m/data=!3m2!1e3!4b1!4m10!1m5!3m4!2zNDDCsDA5JzA4LjAiTiA4M8KwMDEnNDUuMSJX!8m2!3d40.1522222!4d-83.0291944!3m3!8m2!3d40.151827!4d-83.041715?entry=ttu&g_ep=EgoyMDI0MTIwNC4wIKXMDSoASAFQAw%3D%3D) (near the playground and the zip line). We'll hike about 5 miles at [Highbanks Metro Park](https://www.metroparks.net/parks-and-trails/highbanks/) on the Dripping Rock and Overlook Trails. Afterward, we'll head over to [Olentangy River Brewing](https://www.olentangybrew.com/) for drinks, coffee, or food (their Sunday [food truck](https://www.olentangybrew.com/eventsandfood) is Venezuelan and always gets good reviews). The actual address of the brewery is [303 Green Meadows Dr S, 43035](https://www.google.com/maps/place/303+Green+Meadows+Dr+S,+Lewis+Center,+OH+43035/@40.1551938,-83.0144045,17.25z/data=!4m6!3m5!1s0x8838f395cef06c97:0xe407de61b3e30069!8m2!3d40.1551765!4d-83.0124352!16s%2Fg%2F11c26jc7j9?entry=ttu). If you can't make the hike, we should be there by noon. **How to find our starting point in Big Meadows:** If you are new to Highbanks, the Big Meadows picnic area is 1.5 miles into the park just after you turn into the park off of U.S. Route 23. That is, after you enter the park, drive a mile and a half into the park. You will come to a crosswalk with a yield sign in the middle of it (this is not to be confused with the first such crosswalk you come to just in front of the Nature Center, which you arrive at maybe a quarter of a mile into the park). Just after this second crosswalk, make a left. Then make another almost immediate left into the parking lot on your left. There you will see the jungle gym and the kiddie zip line to your left. I will be just in front of the restrooms just a bit further down from the jungle gym and picnic shelter; the restroom building will also be on your left.

Drake Lundstrom is presenting: Code Anywhere by Talking to your Phone Abstract: Have you heard the trend of people deploying code anywhere from checkout lines to doctors' offices? In this talk, you will learn how to talk to your phone and have an app on Azure to show your friend 5 minutes later. The basic DevOps tools you already know, plus a little bit of AI magic, are all you need! If you want to follow along, the demo will be in Azure with GitHub Actions and GitHub Copilot, and you can have it set up on your phone by the end of the session. Just come in with an Azure account and a GitHub repo. Join us for pizza, drinks, and networking @ Improving's office. Doors open at 5:45.

One of the most valuable parts of this community is the opportunity to think out loud with other product professionals. This session is built for exactly that. As we wrap up the quarter, it’s a great time to pause and reflect. What’s on track? What needs adjustment? Where could a small shift create bigger impact? Join fellow product professionals for a focused, interactive conversation designed to help you recalibrate for the next quarter. You’ll have the opportunity to share where you are, hear how others are thinking through similar challenges, and gain fresh perspective you can bring back to your team and organization. We’ll gather at 8:00AM, with discussion starting promptly at 8:15AM. 📍 First Watch - 7227 N High St Located in: The Shops at Worthington Ample parking is available. Food and beverages will be available for purchase. Start your morning with clarity and connection — we hope to see you there! ☀️