Computer Vision

Feel free to join if you are interested in low level computer stuff. If you have any cool projects or ideas you wanna share, bring them along

✏️ People Drawing People – Drawing Session IDEA GALLERY, TST Join us for a relaxed, pressure-free People Drawing People session in Tsim Sha Tsui. Open to all levels — beginners welcome. This is an independent practice session (not a class). We’ll work through timed poses in a calm, focused environment. Bring your own materials. Come to draw, improve, and connect with fellow artists and enthusiasts! 📍 IDEA GALLERY Rm 2-101, 2/F CKE Shopping Mall Tsim Sha Tsui

Sign up at the venue to perform. Performers get one free drink. Free to watch.

**普及禪修課程 見道法師及善淨法師主講** **每堂課為獨立單元，不需報名，歡迎大家參加。** 「正如我想要離苦得樂，所有眾生也是這樣。以此觀點看來，我與眾生並無分別。」 《新禪修手冊》 我們有能力去放下自我中心的世界觀，以及體諒別人的經歷。這種能力又稱為慈悲心，對於我們在生命中尋找滿足與意義是至關重要的。此外，佛陀對空性 - 事物的真正本質的教學亦幫助我們化解自己與他人之間的隔閡，不讓我們感覺孤立、自我、跟其他眾生疏離。 修習自他相換這個不平凡的禪修，將空性和同理心互相結合，我們便會由心底經驗這種顛覆性的智慧。邀請你一起來探索這些想法，學習如何實際地提昇放下庸常自我的經驗，並且擁抱藉由跟他人產生共鳴和互通而帶來的溫暖和喜悅。 8/4 無盡的同理心 善淨法師主講 6/5 我為他、他為我 見道法師主講 13/5 無所畏懼的菩薩 善淨法師主講 歡迎大家隨喜功德，建議捐助：每課 $50。 地址：上環干諾道中122-124號海港商業大廈一樓（上環地鐵站C出口轉右，面對信德中心）。 歡迎現居海外的人士透過網上參與。直播費用：每課$50。視頻只可以在課堂舉行時觀看，不設重播。 詳情 ：https://www.meditation.hk/2021/wed_cgp/ #現代佛法 #禪修課程

Jokes go under the microscope in the Laugh Lab! Comics test their material on you, the audience – laugh, groan or just shout a rating out of 10, it's all good feedback. WARNING: may include workshopping of punchlines. *Comedy by Beats* brings laughs, drinks, and good vibes to Central every week. Grab a cocktail, grab a seat, or grab the mic – it’s open to everyone. **📅 Every Tuesday \| 🕗 Show starts 8pm \(Happy hour 7–10pm\!\)** 📍 6/F Parekh House, 63 Wyndham Street 雲咸街63號 巴力大廈6樓 **💸 FREE admission \| 🎤 Performer sign\-up onsite** Come early for the drinks, stay for the laughs.

Please find the event details on the link(s) / 請點擊連結查看活動詳情: https://happywednesday.hkjc.com/zh-HK/ [https://happywednesday.hkjc.com/en-US/schedule/](https://happywednesday.hkjc.com/en-US/schedule/)

🐱主题 \- 认识新朋友 \- 交流两地文化 \- 互相教粤语/普通话 \- 一起吃喝玩乐 🌻地点 尖沙咀海港城港威大厦5座17楼 🐣其他详情 \- 完全免费 \- 每次大概20人，大概5个香港朋友，15个内地朋友 \- 欢迎带朋友参加 🍎找路提示 \- 进入了海港城后请找港威5座的标识 \- 到了17楼，电梯出来后往左转，会看到最大的门，门上写着卓越两个字，Nicole在大门等大家。如果Nicole不在，可能是带了之前到的小伙伴去活动的会议室。然后会再回来，先等一两分钟就对啦 🍔联系 我们主要使用小红书/小红书群联系 小红书 粤语步行街hk https://xhslink.com/m/62NVdM5HUmj

We’re excited to partner with AgentCon Hong Kong, the global developer conference focused on AI Agents and autonomous AI! Our community will be hosting a full day of workshops and talks alongside the AgentCon Hong Kong program. Below is the full agenda for our sessions. Come learn, build, and explore the future of AI Agents with us! **Activities:** 1. AI IDE - Kiro Hands-on Workshop x AgentCon Hong Kong 2. Building Multi-Agent Systems in Finance with Strands Agents and Bedrock AgentCore on AWS. 3. Governing AI Agents in Production: From Experiment to Engineering System 4. Empower Team Wide Vibe Coding with LLM Gateway and Security-First MCPs 5. What can go wrong when you ask your agent to go naughty? **AI IDE - Kiro Hands-on Workshop x AgentCon Hong Kong** *[Haowen Huang](https://www.linkedin.com/in/haowenhuang/) \- Senior Developer Advocate\, Amazon Web Services* *[Jacky Wu](https://www.linkedin.com/in/jackywu1/) \- Sr\. Solutions Architect\, Amazon Web Services* Time: 10:40 am Generative AI tools have democratized software development, enabling both developers and non-technical users to build applications efficiently. However, these tools struggle with enterprise-level challenges: inadequate project planning, unstructured workflows, poor enterprise integration, and inconsistent code quality. Kiro, AWS's AI IDE tool, addresses these gaps by integrating specification-driven development, structural design, test validation, and automated execution into a standardized, traceable workflow. At re:Invent 2025, AWS launched “Kiro Powers”—extensible capability packages that inject domain-specific expertise into Kiro AI agents. Each Power provides: \- Domain guidance via steering files \(POWER\.md\) \- Tool integration \(MCP services for databases\, payments\, deployment\) \- Automated Hooks for event\-driven actions \(API testing\, infrastructure code generation\) Unlike traditional coding assistants, Kiro + Powers covers the entire development lifecycle—from requirements to deployment—while reducing token costs and ensuring consistent code quality. We'll demonstrate Kiro's capabilities by building a game using Specs, Powers, and Hooks, showcasing its enterprise-grade advantages in planning, automation, and quality assurance. **First come, first served if the number of attendees exceeds capacity!** **To join this workshop, you need to register at [AWS AI User Group Hong Kong](https://www.meetup.com/aws-ai-user-group-hong-kong/)** https://www.meetup.com/aws-ai-user-group-hong-kong/events/313334952/ **Building Multi-Agent Systems in Finance with Strands Agents and Bedrock AgentCore on AWS.** *[Haowen Huang](https://www.linkedin.com/in/haowenhuang/) \- Senior Developer Advocate\, Amazon Web Services* *[Jacky Wu](https://www.linkedin.com/in/jackywu1/) \- Sr\. Solutions Architect\, Amazon Web Services* Time: 1:15 pm This session explores practical implementations of AI agents for financial services on AWS. Discover how to design multi-agent systems with the Strands Agents framework and Bedrock AgentCore for complex financial workflows—from quantitative backtesting to AI fund manager. You'll learn multi-agent patterns, and agent orchestration techniques. Walk away with concrete architectural patterns and implementation strategies for building production-ready AI agents in finance. **Governing AI Agents in Production: From Experiment to Engineering System** *[Mike Ng](https://www.linkedin.com/in/ngsinching/) \- ex\-AWS Community Builder* Time: 2:30 pm Most AI governance discussions assume AI will "do the right thing" with properguidelines. This talk takes a different approach: assume drift, error, and misalignment by default, then design mechanical structures that make bad behavior expensive. The core idea: systems are defined by what they refuse to do, not what they can do. For AI in production, governance means explicit rejection zones, constitutional constraints that cannot be bypassed, and separation between decision-making and execution. Five governance patterns: constitutional constraints (forbidden states and behaviors), rejection zones (where AI cannot operate), separation of powers (decision ≠ execution ≠ validation), retrieval-led reasoning (grounding over pre-training), and mechanical enforcement (architecture over policy). Developed while preparing experimental multi-agent systems for production deployment in FinTech, where mistakes are irreversible and governance is survival, not choice. **Empower Team Wide Vibe Coding with LLM Gateway and Security-First MCPs** *[Gabriel Koo](https://www.linkedin.com/in/gabrielkoo/) \- AWS Community Builder & Senior Lead Engineer at Bowtie Life Insurance* *[Rakshit Jain](https://www.linkedin.com/in/rakshit-jainn/) \- AI Engineer II* *Bowtie Life Insurance* Time: 3:00 pm Scaling AI-assisted development from a few enthusiasts to 50+ software engineers isn't just about API keys - it's about governance, trust, and standardized workflows. How do you prevent "shadow AI" and budget chaos while granting safe access to production context? At Bowtie, we adopted a layered security-first approach: First, control the traffic; second, secure the tools; third, standardize the behavior. This session covers our journey building a production-grade Vibe coding platform: Layer 1: The AI Gateway (LiteLLM on AWS Fargate + Amazon RDS) We established a centralized choke point for all AI traffic. This enables cost attribution, DLP detection, and usage visibility. Crucially, we enforce this at the network level - blocking direct access to non-official API providers to ensure all usage is visible and governed. Layer 2: Security-First MCP servers We treat AI agents as "CLI versions" of our internal web apps. By building custom Model Context Protocol (MCP) servers that reuse existing permissions and authentications - using Amazon Cognito for internal APIs and OAuth for official SaaS MCP servers - the AI acts as a delegate of the developer with human approvals. No new service accounts, no "god-mode" bots - if you can't do it in the existing user interfaces, the Agent can't do it via MCPs. Layer 3: Custom Skills for Standardization Beyond just tools, we write custom Skills to guide the model's behavior, ensuring generated code aligns with our engineering standards and SOPs (e.g. grab a ticket, fetch knowledge base, apply a fix, close the ticket) before a PR is even opened. Walk away with an architectural blueprint for democratizing AI access that satisfies the strictest security requirements while giving developers the friction-free vibe coding experience they crave. **What can go wrong when you ask your agent to go naughty?** *[Richard Fan](https://www.linkedin.com/in/richardfan1126/) \- AWS Hero \| An independent security researcher* Time: 3:30 pm We security folks all want to secure the AI agents, restricting their capability, putting guardrails, using system prompts, ... just to make sure the agents don't go rogue. But what if the AI agent is specifically designed to do bad things? Suddenly, the rule is changed. The instructions are encouraging agents to make harm, and the guardrails are half-opened, so as to allow the agent to do its job. In this scenario, what can go wrong? In this session, Richard will talk about AWS Security Agent, an AI agent designed to do automated penetration tests. He will share the security issues he found on the agent and highlight the challenges when building agents that simulate harmful actions. **Important notes:** We’re partnering with AgentCon Hong Kong! Our community will join **AgentCon Hong Kong**, a global developer conference focused on AI Agents and autonomous AI organized by the Global AI Community. To attend this workshop, **you must register on the official AgentCon page by the Global AI Hong Kong chapter as well!** Registration on this User Group page **does not** grant venue access. **Official Registration (Required):** [https://globalai.community/chapters/hong-kong/events/agentcon-hong-kong/](https://globalai.community/chapters/hong-kong/events/agentcon-hong-kong/) **Important Notes for All Attendees** **1️⃣ Registration Required for Entry** All participants **must** register on the official AgentCon Hong Kong. Venue access will only be granted to people who appear on the official attendee list. **2️⃣ Lunch Ticket Eligibility** Attendees who: * **Check in during the morning session**, and * **Stay for and join the keynote** will receive a **lunch ticket**. **3️⃣ First‑Come‑First‑Served (If Over Capacity)** In case of high demand, lunch tickets will be distributed **on a first‑check‑in, first‑served basis**. Arrive early to secure your ticket. **Join AgentCon and learn about agents. We are happy to have a workshop that day.**

**Transportation of all kinds, just not walking.** **This week’s theme is getting around**—the cities choreography and human drama of boarding, riding, waiting, parking, squeezing through, loading up, breaking down, **and all the hardware required.** **We're after wheels of all kinds—transportation, the hardware and hard feelings of this urban experience:** buses, minibuses, bikes, scooters, motorcycles, cars, and everything that comes with them—the queues, doors, climbing in or out hands on rails, bumpers, parking lots, curbside chaos, the beauty and the gore of daily transportation scene. Wheelchairs count. A kid on a dad’s shoulder counts too. *** #### **What To Look For:** #### **Bus Life** * Double-deckers and minibuses pulling in, idling for the exits and queue, lurching away like a small boat in a big wave. * Minibuses. Say no more—they're go-carts driven by crazy men. Go ride one and document it. * People waiting in a queue, entertained in unison with their phones, watching for the route number * Boarding + exiting: stepping up, tapping cards, squeezing past, jumping off late * Faces in windows, reflections, pressed hands on glass * The stop itself: shelters, signage, curb paint, the crowd forming and dissolving #### **Two Wheels + Engines** * Bikes and scooters in motion or locked up in clusters * Motorcycles: riding, filtering traffic, revving at lights * Parked motorcycles: tight rows, covers, helmets, scratched tanks, chrome + grime #### **Cars + The Infrastructure Around Them** * Parking behavior: double-parks, tight squeezes, loading zones, hazards on * Bumpers and bodywork: dents, tape fixes, scraped paint, polished shine * People with cars: leaning, cleaning, unloading, waiting, waving someone in, or more likely, looking too smug. #### **Also In Scope (Any transport besides walking)** * Delivery vehicles, cargo bikes, sidewalk carts being towed/pushed as part of a transport moment * Wheelchairs navigating ramps/curbs, getting on/off transit, moving through crowds *** ### **Moments to Hunt** * The choreography: doors open → line compresses → bodies flow → doors close * Transfers: the hurried decision, the glance, the sprint, the missed connection * Crowd physics: who yields, who blocks, who slips through * Sound made visible: vibration, exhaust heat, motion blur, rain spray, headlight glare * Beauty + gore: ishiny scooter next to a wrecked bumper; order and mess in the same frame *** ### **How to Shoot It** * Try from the inside: again, minibuses! * Use shutter speed deliberately: freeze the step, blur the rush, streak the lights * Work the edges: hands on poles, feet at the threshold, ticket taps, mirrors, bumpers * Look for layers: reflections in windows, faces behind glass, overlapping vehicles *** ### **Meet-Up Details** * **Start: 3:00 PM** * Location: Jordan Station, Exit A, street level * Jordan (TWL) Exit A puts you immediately on Nathan Rd and Jordan Roads, good for bus stops, minibuses passing/pausing, queues, boarding/alighting, and it’s a clean launch point to walk west to Canton Road or northwest to Austin Rd for parking, scooters and motorcycles. * * **Debrief: 4:30 PM** at: MOBIN * Located in: [Eaton](https://www.google.com/search?sca_esv=4f709db2114f009d&cs=1&output=search&q=Eaton+HK&ludocid=3663969110848279377&lsig=AB86z5VzaFZpaOTxe4Bj2CTndz2L&sa=X&ved=2ahUKEwjTg_6T2cyTAxUhJNAFHXe5MqcQ8G0oAHoECBQQAQ) Hotel * 380 Nathan Rd, Jordan, Hong Kong *** ### **After the Walk** * Post 5–10 images. * Aim for a mix of: * Waiting / boarding / riding * Parked / jammed / damaged / polished * Wide scenes + tight details The goal: photograph how the city moves because of transportation — and what it does to people (and what people do to it). Catch the line. Catch the door. Catch the moment it all moves.

【歡迎只作旁聽，會作分享的書友優先】 1. 活動目標：希望大家能夠分享閱讀心得，開開心心共渡週末。 2. 地點：歡迎參加者提議，消費自付。 3. 時間：下午2時至5時（3小時） 4. 活動流程：以廣東話為主，輪流分享閱讀所見所聞，其他人輪流發問。希望各人藉此更能深刻了解書本知識，用更多不同角度探索書本， 互相啟發及學習。 5. 參加者需帶備一本已經閱讀80%或以上的書本 （中英文書皆可），歡迎絕大部分主題：勵志、心理、商業、股票、旅遊、運動、健美、中西醫療、哲學、散文、美術、種植、歷史、學習方法等等。不接受漫畫、雜誌、報章及任何淫褻不雅之讀物。 6. 活動在午餐 / 下午茶中進行。 7. 失約和習慣性最後一刻退出的成員，將從成員名單中刪除。 8. 若有候補名單，曾經失約和曾經最後一刻退出的成員，他們當次出席的名額將給予其他候補成員。 9. 其他事項：活動期間，參加者應小心看管個人財物，如有任何損失，本會概不負任何責任。

Dear Toastmasters & guests, *Theme of the meeting: “Life Investment” Please note that our **venue** is at: **20/F, Cubus, 1 Hoi Ping Road, Causeway Bay, Hong Kong** (Causeway stn exit F1 Jardine's Crescent 渣甸坊, 5-10 minutes walk to Cubus which is opposite to Lee Garden 3) Do you want to **improve your communication skills (both speaking and listening) in English** in your daily life? We have *prepared and impromptu speeches* in English during the meeting. **Evaluation** of the speeches will be given so that the speakers can *improve* their speeches continuously. Do come and enjoy the warm atmosphere and have a wonderful learning experience together with us! **All are welcome. *No guest fee is required.*** **See you then!**

**Speakers:** Haowen Huang - Senior Developer Advocate, Amazon Web Services Jacky Wu - Sr. Solutions Architect, Amazon Web Services **Language:** Cantonese **Important notes:** We’re partnering with AgentCon Hong Kong! Our community will join **AgentCon Hong Kong**, a global developer conference focused on AI Agents and autonomous AI organized by the Global AI Community. To attend this workshop, **you must register on the official AgentCon page by the Global AI Hong Kong chapter as well!** Registration on this User Group page **does not** grant venue access. **Official Registration (Required):** [https://globalai.community/chapters/hong-kong/events/agentcon-hong-kong/](https://globalai.community/chapters/hong-kong/events/agentcon-hong-kong/) *** **Important Notes for All Attendees** **1️⃣ Registration Required for Entry** All participants **must** register on the official AgentCon Hong Kong. Venue access will only be granted to people who appear on the official attendee list. **2️⃣ Lunch Ticket Eligibility** Attendees who: * **Check in during the morning session**, and * **Stay for and join the keynote** will receive a **lunch ticket**. **3️⃣ First‑Come‑First‑Served (If Over Capacity)** In case of high demand, lunch tickets will be distributed **on a first‑check‑in, first‑served basis**. Arrive early to secure your ticket. **Join AgentCon and learn about agents. We are happy to have a workshop that day.** **Description:** Generative AI tools have democratized software development, enabling both developers and non-technical users to build applications efficiently. However, these tools struggle with enterprise-level challenges: inadequate project planning, unstructured workflows, poor enterprise integration, and inconsistent code quality. Kiro, AWS's AI IDE tool, addresses these gaps by integrating specification-driven development, structural design, test validation, and automated execution into a standardized, traceable workflow. At re:Invent 2025, AWS launched “Kiro Powers”—extensible capability packages that inject domain-specific expertise into Kiro AI agents. Each Power provides: \- Domain guidance via steering files \(POWER\.md\) \- Tool integration \(MCP services for databases\, payments\, deployment\) \- Automated Hooks for event\-driven actions \(API testing\, infrastructure code generation\) Unlike traditional coding assistants, Kiro + Powers covers the entire development lifecycle—from requirements to deployment—while reducing token costs and ensuring consistent code quality. We'll demonstrate Kiro's capabilities by building a game using Specs, Powers, and Hooks, showcasing its enterprise-grade advantages in planning, automation, and quality assurance. **First come, first served if the number of attendees exceeds capacity!**

**\*\*品牌・創意・交易・# AI ・#知識產權 💡📋🔐 創業講堂** # Artificial Intelligence and Intellectual Property **✨SCC 大灣區青年創業（智慧城市）計劃 - 免費講堂✨** **《青年創業 IP 攻略：品牌・創意內容與交易（知識產權）》開講啦 🎓** *** **⚡ 講堂重點 ⚡** 📌 **香港知識產權法規精要** 📌 **青年創業核心痛點：品牌與創意內容保護及 AI 時代新挑戰** * AI 生成作品版權誰屬？ * 相關風險與合約安排要點 📌 **知識產權交易及商業應用的核心概念** * 商業化工具箱：轉讓、許可授權、科研合作簡介 📌 **知識產權資產審計、盡職調查及估值基礎入門** 📌 **香港知識產權交易相關稅務優惠及最新政策（適合創業團隊）** *** **⏰ 時間：2026 年 4 月 10 日（星期五）18:30 – 20:00** **📍 地點：中環皇后大道中 99 號中環中心地下 H6 Conet 活動室 C** **📍 形式：現場或線上 Zoom 參與（亦歡迎線上參加）** **🎟️ 費用：免費（名額有限，先到先得）** **🗣 語言：廣東話（輔以英語專業術語）** *** **講者介紹 🎤 Ms. Anita Leung（梁丙焄**律師） ✅顧問律師（David Lo and Partners） ✅超過三十年知識產權及科企法律經驗 ✅專長品牌、IP 交易、內部 IP 審計及 pre‑IPO 盡調 ✅覆蓋品牌授權、特許經營、數據私隱與網絡安全 ✅中國許可貿易工作者協會香港分會現任理事及前主席 ✅香港貿發局亞洲知識產權營商論壇策劃委員會成員 ✅香港版權審裁處副主席 ✅為本港中小企提供免費知識產權諮詢服務的法律顧問 *** **📝 報名連結：** [https://forms.gle/wcVAnh2idxxZA6Xb6](https://forms.gle/wcVAnh2idxxZA6Xb6) *** **📞 查詢：3905 0906（聯絡生先生 / 余小姐）** **✉️ 電郵：[hyab.funding@smartcity.org.hk](mailto:hyab.funding@smartcity.org.hk)** 計劃由民政及青年事務局及青年發展委員會的「青年發展基金」豁下「民青局粵港澳大灣區青年創業資助計劃」資助 ![]()

**General idea:** Join us for a relaxed people-drawing-people activity over coffee or a drink. Both newcomers and experienced participants are welcome to join. **💰 Price** : Only pay for your drink! We don't charge a fee. **✅ Guidelines**: * Bring your own paper, pencil, drawing tablet etc ✏️ * Greet the host(s)! * Buy yourself a drink (tea, coffee, sodas, etc) * Find a seat and start drawing your surroundings (especially the people). 📣 **Join our socials!** Follow [our official Instagram](https://www.instagram.com/people_drawing_people/) for event photos **@peopledrawingpeople** Grow the event by sharing your own drawings and tag us! 📸 **Photos** Hosts will also take descriptive shots of the event and your drawings to promote this meetup to new members outside. If you prefer not to appear in photographs just let them know. **[ Optional activities ]** For variety we may suggest optional activities which you can choose to participate in or not. These include volunteering as a model for the group, or partnering up with people for longer model/artist exchanges, skill sharing, etc.

The global Azure community is coming together again, and Columbus is officially on the map. View the session lineup and speakers at [Global Azure Columbus 2026](https://coazure.github.io/cbus-global-azure-2026/) On **Saturday, April 18, 2026**, the Azure Columbus Meetup, DevOps Meetup, and Code and Coffee Meetup are hosting our local edition of Global Azure 2026. This is a free, community-driven event packed with learning, networking, and all things Microsoft Azure. Whether you’re building modern cloud-native apps, experimenting with AI agents, deploying containers, automating infrastructure, or just beginning your Azure journey, this event is for you! **What to Expect** * Engaging technical sessions * Real-world Azure architecture & cloud-native patterns * AI, agents, automation, and modern DevOps * Food and drinks (because learning burns calories) * Time to connect with fellow engineers, architects, and cloud enthusiasts **Who Should Attend?** * Software engineers (any language, any stack) * Cloud architects * DevOps engineers * Data professionals * AI explorers * Platform builders * Anyone who loves solving hard problems with great tools If you build, deploy, automate, scale, monitor, or optimize in Azure, you’ll feel right at home. **Why Global Azure?** Global Azure is a worldwide community event where Azure user groups host learning sessions on the same day across the globe. It’s grassroots. It’s technical. It’s practical. And it’s powered by people who genuinely love sharing what they’ve learned. And yes, it’s free to attend!

AI is changing how art is made. But when does it stop being your work and start being the machine’s? This month we're going to be doing a panel with with digital image, music, and written word artists, talking about at what point, while using AI in the creation process, does the work become not the artist creation? We encourage audience participation during this event that will be moderated by Chris Slee. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services) Sign up also accessible via [Transform Labs Luma](https://luma.com/55umjqta)

**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** GitHub Copilot is powerful, but what if you could scale from a solo AI assistant to an entire team of specialized agents working in parallel? This session introduces Squad: an open-source framework for multi-agent orchestration that lets you define teams of AI agents with specific roles, responsibilities, and expertise. We'll progress from Copilot basics to the Copilot CLI, explore how Agents add autonomy, and see how Instructions and Skills let you customize agent behavior. Then, the climax: a live demo where a Squad team of 3 agents (Lead, Developer, Tester) stands up and builds a working application in real-time, showcasing true multi-agent collaboration. Whether you're new to AI or exploring how to scale your use of Copilot, this session will show you what's possible when agents work as a team. **YouTube Link** TBD

We connect you with up to 30 Men or Women tennis partners close to your PLAYING REGION and skill level. This program is less competitive, no champions crowned, no league standings just dedicated tennis partners who want to meet up with you on the courts. Players will meet up to play a tennis match or just to hit around. Just go through the [Join Page](https://www.tenniscolumbus.com/partner-program) to enter this program. [https://www.tenniscolumbus.com/partner-program](https://www.tenniscolumbus.com/partner-program)

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

Whether you've never done improv before, or you've done it for so long you knew Del Close on a personal level, or anywhere in between, come join us! Swing by *Gresso's* for the **Columbus Improv Comedy Meetup** for some fun and games! The idea behind improv is to create entire scenes from scratch based on a suggestion from the audience. This can be done in game form, like *Whose Line Is It Anyway*, *ComedySportz*, or *Wild 'n Out*; it could also be done to tell stories, like *Middleditch and Schwartz*. Our meetup, which is central Ohio's longest running (and free!) weekly comedy event, brings the games (and occasionally different forms) for you to play in a safe, supportive, and compassionate environment. Not only is it a lot of fun, but you get to work on thinking faster on your feet, plus it's an excellent way to meet new people and make friendships that'll last a lifetime! Ask yourself if you want to join the **Columbus Improv Comedy Meetup**, and say "Yes, And" that you'll have fun!

The Fellowship of the Star Schema: Transforming OLTP Data for Power BI One does not simply build reports on OLTP data. Join us on an epic journey from the depths of raw, normalized tables to the shining halls of a well-modeled star schema fit for Power BI greatness. We will demystify the differences between OLTP and OLAP, walk through star schema vs snowflake (and why Power BI has a clear favorite), and show you the compression differences between normalized and columnar storage that will make you never look at an OLTP model the same way again. We will cover the different types of dimensions, when to use them, and how to handle Slowly Changing Dimensions without losing your mind. You will leave knowing exactly how to identify a bad model, how to convert OLTP data into a clean star schema, and how to forge relationships that rule them all. Whether you are a data wizard, a curious hobbit, or somewhere in between, your models will never be the same.