Automated Trading Strategies

Join us for a fun and exciting session! RSVP if u are coming. Whatsapp 93366835 for any enquiry or if u are coming. Don't pop up unannounced. Game will only start with 4 px minimum. Located at the Pickleball Ang Mo Kio courts, our group welcomes players aged 25 and above who are passionate about both pickleball and discussing the latest happenings in Singapore, business, investing and anything under the sun. Come prepared to enjoy some friendly and serious competition on the courts, and forge meaningful friendship with fellow Pickle-chus! Reserve your slots now. All u need to bring is yourself, pickle paddle, hydration for yourself, a towel to dry yourself, comfortable shoes and attire and you're good to go. For first time members, a one time only $4 admin fee is payable for provided equipment (net) and expensive silent balls. That's all. Subsequently it will be $1 a month just to cover cost of setup etc.

http://photos2.meetupstatic.com/photos/event/d/7/6/1/600_434875137.jpeg Check out http://www.A2Movements.com for detailed info! Bring water, wear sporty attire (long pants & covered shoes + rubber sole and the waiver form (can be found on website)

### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class ### **Cancellation Policy** Credits will be considered used if class is cancelled within 24 hours before the start of the lesson ###

http://photos1.meetupstatic.com/photos/event/d/5/8/7/600_434874663.jpeg Check out http://www.A2Movements.com for detailed info! [Open Sessions] Monday 1pm - 6pm [Ladies classes] Monday 7pm at Free Runner Lodge Bring water, wear sporty attire (long pants & covered shoes + rubber sole and the waiver form (can be found on website)

🎤 The Premium Vocal Class in Singapore Meet the No.1 Korean Vocal Trainer since 2012 “Bring the song you cannot sing now — I’ll make sure you can. If not, I’ll refund.” ⸻ Why Choose LIM MIRI (林美利)? ✨ Singapore’s Top Korean Vocal Coach • 13+ years of teaching (since 2012) • Holder of National Level 1 Vocal Training Certificate • Winner of Busan MBC Hyunin Music Competition 🏆 • Vocal coach of the 2024 Best Song Award Winner • Professional singer & teacher with international stage experience ⸻ N-in-1 Premium Class With one coach, you can master all genres: • 🎼 Classical vocalisation • 🎷 Jazz vocalisation • 🎤 Pop, K-pop, J-pop, C-pop • 🎸 Rock vocalisation 👉 No need for multiple teachers. 👉 A single, streamlined premium program to cover every vocal style. ⸻ The Guarantee: High Notes, Real Voice 🎶 +5 Keys Up in Chest Voice — Guaranteed If you can’t reach the high notes with your real voice (진성), I will refund. That’s how confident I am. Bring the songs you cannot sing now — you’ll sing them flawlessly within my training. ⸻ More Than Singing — A Voice for Life This is not just about singing. I also provide speech correction & vocal health training for: • Professionals who lose their voice easily when speaking • Students struggling with presentation & public speaking • Anyone who wants a clear, powerful daily voice 👉 When your voice changes, your whole life becomes happier. ⸻ The Premium Experience 💎 Every session is 3x more effective than ordinary classes. 💎 In just 4 lessons, you will discover your inner voice. 💎 A deep, high-quality curriculum designed originally for students preparing to debut as professional singers in Korea. This is not a casual hobby class — it’s a transformational premium program that delivers results. ⸻ Courses 💎 Trial Session 40 minutes — only $20 🎤 1:1 Premium Coaching $550 / 1 pax / 4 lessons / 45 min each 🎶 2 Pax Group Session $350 / each pax / 4 lessons / 50 min each ⸻ Start Now 🎵 Don’t miss the chance to learn from the best Korean vocal trainer in Singapore. 📩 Contact me today and experience the class that no one else can offer. ⸻ 🔖 #PremiumVocalClass #LuxuryTraining 🔖 #Kpop #Pop #Jazz #Classical #R&B #Cpop #Jpop 🔖 #HighNoteGuarantee #LifeChangingVoice whatsapp 8955 3824

Dear Singapore SME owners, Are you tired of empty ad spend and websites that attract zero customers? Discover how AI + digital marketing creates consistent leads on autopilot for businesses just like yours. In this hands-on 90-minute live masterclass, see real F&B, retail and service SMEs using AI tools to convert website visitors into paying customers automatically. Get the exact strategies, tools and step-by-step playbook that busy owners need to scale without tech headaches. Walk away with your personalized AI marketing roadmap, proven templates, and free leads checklist – everything to launch consistent customer flow within weeks. Past attendees booked their growth packages on-site. Limited seats. Register now to claim your spot + free checklist.

Many people hear about passive investing (mutual funds, REITs) and active investing (stock picking, trading), but are unsure which approach actually makes sense for them. This in-person, small-group meetup is a relaxed, no-pressure discussion to help working adults understand the real differences, trade-offs, and expectations behind each investing style. There will be no sales pitches, no product promotion, and no obligation — just practical sharing and open discussion. What We’ll Cover * What passive investing really means (and what it doesn’t) * What active investing involves in real life * Time, effort, cost, and risk differences between both approaches * Why most people underperform when choosing the wrong strategy * Common misconceptions about “beating the market” * How people realistically combine both approaches * Open Q&A — bring your real questions This session is beginner-friendly and uses simple examples instead of technical jargon. Who This Is For * Working adults and young professionals * Beginners curious about investing * People who feel confused by online investing advice * Anyone deciding between DIY investing or guided approaches No prior investing knowledge is required. About the Host I work in financial planning, focusing on investments and risk management. This session is educational and discussion-based. There will be no product pitching during the meetup. For those who wish to continue the conversation after the session, that is completely optional. Format * Casual introductions * Short sharing session * Open discussion & Q&A * Free networking after Group size is kept small to encourage meaningful conversation. Notes * This is a physical, in-person meetup * Venue: Punggol Coast Mall * Please RSVP so seating can be arranged * Feel free to invite a friend who may benefit Looking forward to a good discussion and exchanging perspectives 😄

**\*If interested, please whatsapp** [wa.me/+6588842635](http://wa.me/+6588842635) **or +65 8884 2635! Sign-ups *are only confirmed after contacting us and joining the WA group! \**** Gunung Lambak is quite a well-known hike amongst Singapore hikers, as it is nearby and extremely suitable for beginners with many different trails and short trails. However, we are not doing the usual short trail to the summit, instead we are doing a butterfly trail (somewhat of a loop) as training, where it'll be \~9-10km and 5-7h of hiking in total. **Background** Gunung Lambak (510m) is an extremely popular 1-day beginner hike located in Malaysia, about 2 hours from Singapore. Many locals and Singaporeans DIY this hike. It also acts as a good starting hike and introduction to trekking for beginners or first-timers, and often used as a good training hike for those experienced who extend the trails! **The Hike** The hike takes an average of 6-8h in total. We'll head to the summit -> Microwave Station -> Big Tree -> Summit (lunch stop) -> Starting Point. Its the butterfly trail because of how it looks like...when you log it on your GPS (e.g. Strava etc) There are some steep parts which can be challenging and strenuous and requires using your hands. Additionally, there are minor rope sections. This trek can be challenging for beginners so be prepared for a fun adventurous experience. The summit has a slight view of the city but not much of a view. Enjoy the breezy forest trek down before heading for a meal or free and easy activities. . To confirm, do RSVP and send me a whatsapp message! A Whatsapp group will be set up for further details. A minimum of 12 pax is needed for this trip to go ahead. Your place is only confirmed once payment is made. **Estimated Itinerary:** 5.30am – Meet Marsiling MRT, depart for Lambak 8.30am – Start trek 12.00pm – Lambak Summit (Lunch stop) 3.30pm- Reach back down and wash up 5:00pm – R&R 7.00-11 pm – Dinner before heading back to SG ***Itinerary might change depending on traffic conditions/situations. The trek leader will make the decisions accordingly. Dinner/R&R locations are not fixed as it depends on what time the group finishes. Final timing for meetup will be confirmed in the whatsapp group*** Price: **100 SGD per pax** Price includes: 2-ways Transport LMT Trek Leader Local Guides Price excludes: Personal Travel Insurance All Personal expenses/Meals/Activities Visa Application (if any) Everything else This event is organized by LITTLE MONSTERS TRAVEL PTE LTD Travel Agent Licence No: 03117 Contact : +65 88842635 Email: info@littlemonsterstravel.net FAQ Are there shower or toilet facilities at the park? A: There are quite basic but clean toilets at the park. Be prepared to shower using a bucket of cold water and a pail. Please bring a change of clothes and shower when you are down from Lambak. No smelly people in the vehicle! How fit do I have to be? I am afraid of being the slowest/burden to the group. A: You would need basic endurance and be open-minded, embrace the challenge of using your hands and steep terrain. Many people and locals climb Lambak everyday. However do note the distance, and it might not be suitable for you if you struggle with stairs, or walking <5km or to lunch everyday What happens if it rains! A: We would continue if its light and go slowly, or wait it out most likely as tropical showers do not last long. Also, always expect to hike with rain

## Build an AI Backend ​Chatbots are frontend. The interesting question is: what happens when AI moves into your backend? ​Not a copilot. Not a chat widget. A reasoning layer that sits alongside your services - making decisions that used to be hardcoded, replacing brittle if-else chains with logic that actually understands context. ​[AgentField](https://umami-production-286d.up.railway.app/q/qu0EUyujU) is infrastructure for this. Agents that share memory without Redis. Agents that find each other without service registries. Just Python/typescript functions - no DAGs, no YAML, no workflow definitions. ​Come build something that belongs in a backend, not a chat window. ​**The Workshop:** ​In one hour, you'll build a system where multiple agents research a topic in parallel, share what they find, and go deeper where it matters. ​Not by wiring up message queues. Not by defining DAG configs. You'll write Python (or typescript) functions, and the coordination just happens. * ​**Reasoners** \- Functions where AI makes decisions * ​**Skills** \- Functions where code does the work * ​**Memory** \- State that flows between agents automatically * ​**Discovery** \- Agents call each other by name\, routing happens ​By the end, you'll have a working deep research system - the same pattern that powers everything from due diligence pipelines to adaptive content generation. ​Want to try it before the hackathon? [Join our Discord](https://discord.com/invite/aBHaXMkpqh) \- ask questions\, get help if you get stuck\, or just say hi\. ​**What makes this different:** * ​**Memory without infrastructure** \- Memory that works across all your agents\. No Redis\, no Postgres\, no config\. * ​**Agents find each other** \- Discovery engine routes automatically\. No service registry setup\. * ​**Reasoners vs Skills** \- AI decides\, code executes\. Clean separation that's easy to test and reason about\. * ​**Just simple** \- No workflow DSLs\. No DAG definitions\. Write functions\, decorate them\, done\. ​**The Challenge:** ​Rethink what AI applications look like after the chatbot. ​The chatbot was AI-as-interface: human inputs, AI responds. The AI backend is AI-as-infrastructure: agents that make decisions, share context, and do work - whether a human is watching or not. ​Build the application that exists on the other side of that shift. ​**🏆 Prizes:** ​$2,000 USD in OpenRouter credits: * ​1st Place: $1,000 * ​2nd Place: $600 * ​3rd Place: $400 **⚡ Agenda:** * ​10:00 AM - Kickoff + Workshop: From Hello World to Deep Research * ​10:30 AM - Team formation + hacking begins * ​12:00 PM - Lunch * ​3:30 PM - Hacking ends / Live demos (3 min per team) * ​4:30 PM - Winners announced * ​5:00 PM - Close **Who should come:** * ​You've built chatbots and want to build something deeper * ​You're curious what AI looks like when it's not a UI feature * ​You want to replace some hardcoded logic with reasoning * ​You just like building things ​Python or TypeScript. No agent experience needed. ​**How we'll judge:** 1. ​**New problem space** \- Is this AI\-as\-infrastructure in a domain we haven't seen? Show us something beyond chatbots\. 2. ​**Replaced complexity** \- Did you simplify an architecture that was previously a mess of services\, queues\, or hardcoded rules? Does it make sense cost\-wise? 3. ​**High leverage** \- Either high volume \(worth automating\) or high stakes \(worth reasoning about\)\. Bonus if both\. 4. ​**Previously impossible** \- Does this enable something that couldn't exist before? Not just faster or cheaper \- genuinely new\. **💡 What could you build?** * ​**Pricing that adapts in real-time** \- Considers inventory\, demand\, and competition \(for example\) simultaneously\. Reasoning and autonomous\, not rules\. * ​**Supply chain that coordinates** \- Shortage detected\, alternatives evaluated\, routes recalculated\, alerts sent\. * ​**Code Security Review for PR** \- Every PR launching and finding complex security threats and patterns that are non\-trivial ​Build something we haven't thought of here, and you have your own startup at hand ! ​**📚 Resources:** * ​Docs: [agentfield.ai/docs](https://agentfield.ai/docs/?utm_campaign=hackaton_1&utm_source=aibuilders&utm_medium=hackaton&utm_id=hack_sing-1&utm_content=docs-cta) * ​GitHub: [github.com/Agent-Field/agentfield](https://umami-production-286d.up.railway.app/q/qu0EUyujU) * ​Discord: [Join](https://discord.com/invite/aBHaXMkpqh) to prep and find teammates * ​Deep Research Guide: [Build your first system](https://umami-production-286d.up.railway.app/q/qu0EUyujU) * ​Blog: [The AI Backend](https://agentfield.ai/blog/posts/ai-backend/?utm_campaign=hackaton_1&utm_source=aibuilders&utm_medium=hackaton&utm_id=hack_sing-1&utm_content=blog-cta) **🤝 Hosts:** * ​**AgentField** \- Backend infrastructure layer for autonomous AI\. * ​**AI Builders** \- Community of engineers building the future of AI\. ⚠️ Limited spots. Register now.

Feeling confused about weight management or tired of starting and stopping diets? **Weight Management Made Easy** is a beginner-friendly sharing session designed to help you understand weight in a clear, practical and sustainable way — without pressure, restriction or extreme methods. This relaxed and easy-to-follow session is perfect for beginners who want to feel healthier, lighter and more confident, one step at a time. **What You’ll Learn:** * Why weight gain happens (explained in simple terms) * What “sustainable habits” really mean for everyday life * Easy nutrition principles you can apply daily * How to support your body for long-term results **Who This Session Is For:** * Beginners who feel overwhelmed by weight-loss information * Anyone tired of strict diets that don’t last * Those looking for a realistic and sustainable approach to health **What This Session Is Not** ✨ No crash diets ✨ No complicated science ✨ No extreme rules Just simple, practical habits that work in real life. If you’re ready to stop guessing and start managing your weight with clarity and confidence, this session is for you. Join us and take your first step toward sustainable results.

#### **Attention:** Ready to connect with like-minded entrepreneurs and discover how AI can revolutionize your wellness business—live and in person? #### **Interest:** Join us for this exclusive live meetup where we bring together forward-thinking business owners, wellness advocates, and digital entrepreneurs. You’ll learn how to use AI tools to simplify your marketing, boost your online presence, and grow your income—all while promoting better health and balance in your life and business. #### **Desire:** Picture a vibrant room filled with positive energy, powerful insights, and real collaboration opportunities. You’ll walk away with practical AI strategies, valuable connections and an inspired vision for building a wellness brand that truly works for *you*. #### **Action:** Don’t miss this in-person opportunity to learn, network and elevate your wellness business. RSVP now to secure your seat—spaces are limited for this live meetup!

## 🧩 Event Overview ​Whether you’re exploring new product features for your company or building your own startup, Friday is always a good day to create something meaningful. ​That’s why AI Builders launched **Global Builders Co-Working Day** — a day where developers around the world build, learn, and experiment together. ​If you’re in Singapore, join our co-working session at our partner space, Monk's Brew Club, a relaxed, productive environment to meet and collaborate with other builders. ​**Pricing & Exclusive Discount:** ​The original price for a co-working pass is **S$25 per day**. However, through **AI Builders**, you will get a discount, especially with **early bird pricing**! * ​**Early Bird:** Book early to secure the best possible rate. * ​**Dedicated Hotdesk:** Secure a spot in our collaborative environment designed for productivity. * ​**High-Speed WiFi:** Reliable, fast internet to power your research and development. * ​**Complimentary Drink:** Your first **Coffee or Tea** is on us at each visit! (Note: Excludes Monk’s Special Brews, Filter Brews, and Alcoholic Drinks). ## 🎯 Who Should Join * ​**AI Enthusiasts:** Anyone building with or for AI—from code generation to automation. * ​**All Levels:** From prompt engineers to AI architects. * ​**Collaborators:** Builders who thrive on learning and community. * ​**Focused Creators:** Anyone looking for an inspiring environment to make real progress. 👉**Sign up and pay on Luma ✨** ## ​💡 **Innovation Partners:** ​[Nosana](https://www.theaibuilders.dev/nosana) \- Peer\-to\-peer GPU network offering affordable\, privacy\-preserving\, censorship\-resistant compute for AI workloads\, fine\-tuning\, and high\-throughput inference\. ​[Bright Data](https://www.theaibuilders.dev/brightdata) \- Enterprise\-grade web data infrastructure: scraper APIs\, proxy networks & datasets powering agent intelligence\, enrichment\, and real\-time decision systems\. ​​[Qoder](https://qoder.com/) \- An agentic coding platform and IDE that helps developers automate complex software tasks through deep codebase understanding and autonomous agents\. ​[Zeabur](https://www.theaibuilders.dev/zeabur) \- Deploy any frontend\, backend\, database or template by chatting with AI\. Usage\-based pricing\, multi\-runtime support\, and first\-class developer experience\. ​🎤 Want to Share a Tool or Workflow? We’re always open to quick demos or tips! Drop your name and details by clicking "contact the host" on this event page. ​🔗 RSVP Now and Join the Vibe Bring your laptop, your energy, and a passion for building with AI

Join us for a practical, founder-friendly deep dive into trademarks and brand protection with a licensed business and intellectual property attorney. **Speaker:** Gaea Kassatly Founder & Managing Attorney, GK Law Co. Startup & Intellectual Property Attorney In this session, we will break down what trademarks are, how they work, and how to use them strategically to protect and grow your brand. Whether you’re a startup founder, creative, or small business owner, this workshop will help you avoid common (and costly) trademark mistakes. ### **What we’ll cover:** * What qualifies as a trademark (and what doesn’t) * The core elements of a trademark, explained in plain English * Types of trademarks (word marks, logos, slogans, and more) * A detailed walkthrough of each trademark element * Non-traditional trademarks (sounds, colors, product shapes, trade dress, etc.) * Common trademark myths and pitfalls for small businesses * How to think about trademarks strategically as your business grows This is a paid event (small fee) to help ensure attendance and engagement. ⚠️ **Important note:** This event will be recorded. By registering and attending, you acknowledge and consent to being recorded. The session will include time for Q&A, and attendees will leave with a clearer understanding of how to protect their brand with confidence. 🎁 Bonus for attendees: Everyone who attends will receive a free consultation at the end of the workshop and will be entered into a raffle to win a free trademark clearance search (a $750 value).

**Caller: Dan Kappus** **Band: Trillium** **Big Scioty Contra Dance** **temporarily returning to our long ago location for Jan-March - First Congregational Church, 444 E. Broad St., Columbus 43215** WHAT IS CONTRA DANCING? Picture the Grand Ball scenes like you’ve seen in period films such as “Pride and Prejudice”, where the dancers are lined up in long lines, across from each other. That’s English Country Dancing, the predecessor of contra dancing. Now, add moves like “swing your partner” and “do-si-do,” like you’ve seen in square dancing. Set it to fabulous, high energy, live music with fiddles, guitars, percussion and more, alá “Riverdance.” Finally, set the whole scene down in the middle of Woodstock, with a hip, groovy atmosphere, a bit of tie-dye, and hints of counter-culture attitude. THAT’s Contra Dancing! Wear cool and comfortable clothes (you will get warm) and clean shoes that won't mark up our nice wood floor. Be sure to come for the beginner's lesson from 7:30 - 8:00, followed by dancing 8:00 - 10:30. All dances are taught; we will help you learn! Beginners always welcome, no need to bring a partner. Cost is $10.00 adults, $5.00 ages 12-26. Under 12 free. Free parking in church lot. For more information contact me or check out our website: [www.bigscioty.com](http://www.bigscioty.com/) Please bring your own refillable water bottle. Snacks to share are always welcome!

If you are interested in selecting investment choices for your 401(k) or other workplace savings plan, minimizing your income tax liability, or identifying the most effective investments for your brokerage account, we are the group for you. We are a local chapter of Bogleheads**®**, whose investment strategy can be found here: https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy Or you can peruse the Boglehead forum here: https://www.bogleheads.org/index.php I look forward to seeing you there. Mark Vonder Haar

This is a free, in person meeting. Burdened by a stressful relationship? Unhealthy relationships can trigger feelings of anger, despair or self-doubt. They can create dwindling spirals of fights and seeking to make-up, or trying to “pin the blame” on someone or something. If you don’t find the RIGHT reasons, or select the correct sources of the problem, the problem can just get worse and worse. Whether in love or personal ties, with friends or at work, our life really IS affected by the quality of our relationships. Good ones can promote pleasure and survival while less optimum ones can lead to annoyance, anger, self-doubt, stress, or even affect our health and ability to survive well. Whether you are suffering from a divorce, or a painful break-up, don’t know who to trust (or who to CHOOSE) as a partner, friend, boss or employee - the anxiety of relationship troubles can really make a mess of things. Maybe you’ve suffered a betrayal, or are dealing with hostility or criticalness or invalidation. Dwindling relationships can involve destructive behavior, where we hurt those we love, or start succumbing to self-destructive thoughts, attitudes or behaviors that spiral out of control and affect much more than our immediate relationship. Past losses in love or life can affect how we act or react to new people and situations and hold us back from even starting to create new, possibly great relationships! How can one get back onto a saner course of action? Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life: human relationships! Break free from self imposed limitations Here we will discuss: • How to “erase” the trauma of past hurts and betrayals so that one isn’t always repeating past mistakes. • Why and how do the negative emotions of others affect you? • Why is my partner withdrawing and what can I do about it? • Why do we sometimes feel compelled to hurt the ones we love? • Fights & arguments - what's really behind them? • What underlies “corrosive criticism” or the need to invalidate self or others? • How one can stably change one’s outlook on life so they can affect positive change? • Where do compulsive destructive behaviors come from and what can be done about them? • How to form closer bonds & keep growing the relationships with the people you care about? • How to enhance one’s own ability to survive and create positive healthy relationships whether in love, family & friendships or in work, business or one’s career? Relationships can be hard and life itself IS challenging. Why not arm yourself with the knowledge and breakthroughs that have been made about the mind, mental reactions & interpersonal relationships, so that one has better awareness and control over themselves and life in general. Learn where painful experiences are “stored” and how they can unknowingly affect us. You will also find out how one can “erase” those past painful experiences so that one is free to move forward without being tripped up by the past. Learn too, about what can lead some people to become “toxic” personalities and how to identify those traits in others so you won’t be tripped up trusting the wrong person. Our free Meet-ups occur in a safe environment where one can learn, without fear of judgment or criticism, and without the recommendation of harmful mental techniques or therapies, just how YOU can get yourself onto a happier & more successful path: in love & in life. We look forward to having you join us! This class is sponsored by the Dianetics & Scientology Life Improvement Center of Central Ohio.

OWASP is ending use of Meetup, so I built an eventbrite for the event. https://www.eventbrite.com/e/ai-development-risk-case-studies-and-how-agentic-ai-is-the-future-of-appsec-tickets-1981450622150?aff=oddtdtcreator AI is transforming how software is designed, developed, and deployed, dramatically accelerating velocity while introducing new categories of risk. As organizations adopt AI-assisted coding, autonomous agents, and increasingly complex model interactions, traditional application security approaches struggle to keep pace. This talk examines emerging AI-driven risks through real case studies from the field, highlighting issues such as insecure code generation, data-leakage pathways, model manipulation, and evolving supply-chain threats. We will explore how engineering teams must adapt their people, processes, and governance models to secure AI-augmented development workflows effectively. The session will then introduce agentic AI as the next evolution in application security—autonomous systems capable of continuous analysis, multi-step reasoning, and real-time remediation. Attendees will learn how combining agentic AI with modern practices can reduce developer friction, improve coverage, and create a future-ready application security strategy designed for the demands of AI-native software development

### Tools in your AI's Toolbox : An introduction to MCP Servers The generative AI revolution has unlocked unprecedented capabilities, but the next frontier is agency: empowering models to interact with, query, and act upon the world. The current challenge is the “N x M integration problem,” where every AI model requires a custom, brittle integration for each external tool or data source. This approach simply doesn’t scale. How can we give an AI access to our sales leads, code repositories, or IoT devices in a standardized, secure, and reusable way? This session introduces Anthropic’s Model Context Protocol (MCP), the open-source framework designed to solve this challenge and become the universal connector—the USB-C port—for AI. MCP standardizes how AI models discover and use external tools, moving beyond simple function-calling to a robust, client-server architecture. We will dive into how this open protocol is creating a new ecosystem for building powerful, context-aware AI agents. Join this session for a developer-focused introduction where you will learn how to: Understand the core concepts of the open-source Model Context Protocol and its architecture. Utilize pre-built, open-source MCP servers to instantly connect AI to tools like Git, Slack, and databases. Build a custom MCP server to securely expose your own proprietary data and APIs as tools for any compliant AI. Move beyond bespoke integrations and contribute to a standardized, collaborative, and open ecosystem. Stop building one-off connectors and start building intelligent agents. This session will give you the practical knowledge to leverage MCP and create the next generation of AI that doesn’t just talk, but does. Want to be a speaker? submit your talk to our Call for Presenters!!! [https://sessionize.com/azure-cbus-2026/](https://sessionize.com/azure-cbus-2026/)

Join us as Evan Stone demonstrates how to leverage Python and AI to create intelligent automations for Minecraft servers. Learn how to build custom tools that enhance player experiences through automated tasks, smart game mechanics, and AI-driven features. Whether you're interested in game development, automation, or practical AI applications, this talk will show you how Python can transform multiplayer gaming experiences. AGENDA: 7:00pm - Opening announcements 7:10pm - Automating Minecraft with Python and AI 7:50pm - Q&A