Computer History

Looking for board game events in the West? Paul's Tabletop organizes sessions every 1st and 3rd Monday at the Clementi Zone 2 Resident Network. Join us for a fun and relaxed evening of board games, laughter, and great company. Whether you're a strategy pro or just learning the ropes, there's a seat for you at the table. 📅 **When**: Every 1st and 3rd Monday, 7.45pm 📍 **Where**: (Clementi Zone 2 RN) 343 Clementi Ave 5, #01-216, S120343 👥 **Who**: Open to everyone – all experience levels welcome! We’ll have experienced hosts at multiple tables running different games, so there’s something for everyone—from party games to more strategic play. If you’re new, don’t worry—there’s always someone happy to teach the rules! Best Part? All sessions are free! Just show up and play, don't need pay. **More on Paul's Tabletop:** Paul's Tabletop is an active board game community that holds regular tabletop sessions in the West. We currently host at Clementi, Queenstown and Tiong Bahru. We also organize regular board game retreats, events and auctions. Started by a crazy guy named Paul, our games are hosted by the community, for the community. Come join us and let's explore this wonderful world of cardboard together! We play a full range of games from Avalon/Secret Hitler/BOTC all the way to 18XX, Lacerdas, Splotters, TI4 and everything in between (Euros, Dungeon Crawls, 4X, Sandbox, LCGs, Co-ops etc). Our events are primarily organized on telegram, you can check it out [here](https://t.me/+tVrjvrmRl-RmMDc9). **Our Event Schedule:** Free for All Gaming @ Clementi Zone 2 RN - Every 1st and 3rd Mon Open Games @ Dundee Queenstown - Every 2nd and 4th Sun Under 3 Complexity @ Tiong Bahru Canopy - Every 1st and 3rd Thurs Open Games @ 348 Clementi - On Weds Note, sign ups on Meetup are not the final count as we primarily organize through [Telegram](https://t.me/+tVrjvrmRl-RmMDc9).

Join us to play some games while meeting new friends!!! Enjoy your gaming time with our free flow of snacks and drinks with a plentitude of selections available The Mind Cafe is holding our monthly trivia night! The trivia portion of the night will start at 7:30pm with prizes to be won! Feel free to participate with the team of your choice or if you would like help finding on when you're here we can do that for you too! If you would like a challenge you may also opt to take on the trivia alone! After the trivia portion, feel free to stay and have fun playing board games from our selection of over 500 games! There are plenty of fun games available for all and it is a great chance to meet new friends to have fun together with! 📅 **Date:** Monday 2nd February 🕕 **Time:** 6:30 PM - 10:30 PM (Triva to start at 7:30) **💲Price**: $15 (Due to the festive season, this month's entry is $15) **Location:** THE MIND CAFE MEGA 30 Prinsep Street #01-01 Singapore 188647 **What to Expect:** * **Diverse selection of board games** * You can enjoy yourselves with our plentitude of selection of board games. We have over 500 games for your gaming pleasure! Suitable for gaming groups of all sizes! * **Friendly and welcoming atmosphere** * Our game hosts will gladly help you get started with any games of your choosing. Whether you have something in mind or not, we will be able to find a group for you to join where you can meet like minded individuals. * **Game demos for beginners** * Unsure of how to play? Spoilt for choice with our vast selection? Not to worry, we can definitely recommend some games for you to try! * **Snacks and refreshments provided** * Enjoy our entire range of snacks and drinks which will be provided free flow throughout your entire gaming night! **RSVP:** To secure your spot, please RSVP to the event by 1st February! This special price will only be available for those who RSVP to the event! **Bring Your Own Games:** Feel free to bring your favorite board games to share with the group. Let's make it a night of variety and discovery! Photos will be taken for promotional purposes. Please inform us if you do not want to appear in any of our photos

Come and join us for an Introduction to Meditation! Every week, we meet up to do guided meditation in English. Before the meditation event, there will be a short talk to introduce and explain who we are and what we do. If you are new to Buddhism or meditation, it is an ideal place to start. General information : • public meditation open to beginners • meditation lasts half an hour • session is free of charge • questions : before our meditation starts, and after it’s over, you may receive a introduction to meditation and to Buddhism and answers to your questions on these topics. • no special clothes required Hope to see you there!

Capacity of event is number of tables X 4. Having a waitlist does not mean event is full. It is for me to prioritize people as per the following clause: *Priority is given to regulars, past attendees, intermediate and above level players, players who have their private message function switched on and people whom I have met before. If I am unable to contact you, I cannot ask for your availability and skill level etc and you will be stuck in the waitlist forever and ever.* This is to ensure that the skill level of players are decent and to eliminate no shows. • Find us at the following tables in bishan sports hall.. 2,3,4,5,6 Ensure you are feeling well before taking part. Do not attend if you are not feeling well. * NO GATECRASHING! • Do bring your own bat. Balls would be provided. * By participating in this event, you agree that the organizer shall not be held liable to any injuries or damages sustained by you as a result of taking part of this event. • If for some reason you aren't able to make it on that day, please update your status to "Not Going" at least one day in advance. The earlier you update your status, the easier it is for me to find a replacement. \*\*\*\*\*NOTE: FOR THOSE WHO HAD RSVP BUT 1. DID NOT TURNED UP ON THE DAY OR 2. DID NOT INFORMED THAT THEY AREN'T ABLE TO MAKE IT OR 3. DID NOT WITHDRAW RSVP WHEN THEY CANNOT MAKE IT, ON THE FUTURE MEETUP WHICH YOU RSVP, YOU WOULD BE BLACKLISTED. 4. REPEATED OFFENDERS (MORE THAN 2 TIMES) WILL MEAN AUTO DROP DOWN TO "NOT GOING" LIST IF I SEE YOUR NAME ON RSVP LIST ON THE NEXT MEETUP. \*\*\*\*\*\* Any questions, please feel free to drop me (John Tenergy) a message. Cheers

**DISCLAIMER: NOT FINANCIAL ADVICE** Casual run of about 3.5km - 4km. Hais, seems like there isnt a a community run group on bitcoin in Singapore. No choice i have to do this. Please visit below page to sign up (Dont pangseh hor). https://www.meetup.com/runningbitcoinsg It is the only way I can filter out the bots. There is always more things to learn about Bitcoin. One of it being low time preference. The group welcomes anyone who is interested in knowing more about saving in bitcoin or simply just want to join us to have a good run. Dont say I bojio\~

Disclaimer: Women Devs SG is a community to encourage more women to excel in their tech careers. As such, if you are a male, only attend if another woman can accompany you 🙏🏼 “What does it look like when software stops living only on screens and starts interacting with the physical world?” Most software engineers are familiar with building systems that respond to clicks, APIs, and events. But a new class of systems is emerging where software also sees, understands, and acts in the real world. This talk introduces that shift in an accessible, developer friendly way. We will explore how modern AI systems connect perception (like images and language) to real world actions, and how developers design feedback loops where machines can observe, decide, and act. Using simple examples from robotics and manufacturing, we will break down complex ideas into familiar software concepts like event loops, state, and orchestration. In this session, you will learn: \* How “sense think act” systems map to patterns software engineers already know \* How computer vision and language models are combined to drive real world actions \* How XR can be used as a developer interface to monitor and guide intelligent systems \* What kinds of engineering roles and skills are emerging in this space No background in robotics or AI is required. This talk is designed to build intuition, not expertise, and to give you a broader view of where software engineering is heading beyond traditional web and backend systems.

**PART I: Purpose exiled** According to Plato, our theories about the world should ‘carve nature at its joints’. *Telos*, the once plausible idea that purpose is a part of the natural order of things, has been steadily banished with the triumph of successive scientific theories in the modern age, culminating in the mechanism of evolution by natural selection and its accompanying metaphor of the blind watchmaker. Here, fitness, defined as the ability to survive and reproduce, is the sole arbiter of design in nature, acquired through so much as the blind lotteries of genetic variation. The momentary surprise that one even scientifically inclined feels at some marvelous specimen of evolution, for example the finesse of a Gray’s leaf insect mimicking not just a leaf but its brown and dying spots to better camouflage against predation ([https://www.biodiversitysingapore.com/in-focus/](https://www.biodiversitysingapore.com/in-focus/)), is to be utterly dispelled by belief in the creative potential of random mutations offering themselves up to selection pressures over geological spans of time. **Emergence: ‘more is different’** Contemplating how mind and intelligence came to be within such a setting presents further aesthetic tension (the mind of everyday experience exclaims, that sounds crazy!). Emergence (1) is a relatively recent concept that purports to explain phenomena like mind while undergirding it with a non-negotiable physicalist ontology. The essence of emergence is that through scaling of individual components, a system acquires so-called novel bases - new foundations upon which regularities can be encoded that were not possible at the lower levels. For example, neurons individually fire action potentials based on the threshold dynamics of local stimuli. Collectively however, groups of neurons fire according to abstract patterns termed ‘basins of attraction’ that represent long-range stable states and may be foundational to concepts like memory (2). Conway’s game of life, anchored by a set of very simple rules, presents a powerful illustration of this dynamic: [https://conwaylife.appspot.com/pattern/gosperglidergun](https://conwaylife.appspot.com/pattern/gosperglidergun) There is a folk account of emergence popular with science writers that goes something like this: while the physics of the system is completely known, predicting what is going to happen is near-impossible just with physics, because there is novel stuff happening at ‘higher’ levels. Importantly, no God or designer directed the organization at the higher levels, but it is not discernible anywhere else. *What does it mean to take seriously a universe in which purpose is nowhere fundamental, yet everywhere invoked?* **PART II: Purpose reconsidered** And yet, there are radical perspectives afoot. Without invoking external designers, some contemporary thinkers argue that natural selection and emergence may not exhaust the explanatory story. Developmental biologist Michael Levin (3) and evolutionary scientist Richard Watson (4) suggest that the mechanisms generating variation themselves may be structured, biased, or even goal-directed, analogous to neural or social learning processes. Levin introduced so-called biobots, which are multicellular living structures assembled from human lung epithelium. Biobots exhibit coordinated movement and problem-solving in novel environments despite having no evolutionary lineage that selected for such behaviors (5). Adaptation appears immediately, as if the system were exploring possibilities rather than stumbling upon them. *Does this point toward a universe where purpose was never fully absent to begin with?* Join us this Saturday as we grapple with where purpose truly lies in nature. **References** 1. O’Connor, Timothy, "Emergent Properties", The Stanford Encyclopedia of Philosophy (Winter 2021 Edition), Edward N. Zalta (ed.) [https://plato.stanford.edu/archives/win2021/entries/properties-emergent/](https://plato.stanford.edu/archives/win2021/entries/properties-emergent/) 2. Wuensche, Andrew. (1995). The Emergence of Memory: Categorisation Far from Equilibrium. Santa Fe Institute, Working Papers. 3. Levin, M. (2025, February 6). Ingressing Minds: Causal Patterns Beyond Genetics and Environment in Natural, Synthetic, and Hybrid Embodiments. [https://doi.org/10.31234/osf.io/5g2xj_v1 ](https://doi.org/10.31234/osf.io/5g2xj_v1) 4. Richard A. Watson, Michael Levin, Tim Lewens; Evolution by natural induction. Interface Focus 19 December 2025; 15 (6): 20250025. [https://doi.org/10.1098/rsfs.2025.0025 ](https://doi.org/10.1098/rsfs.2025.0025) 5. Gumuskaya, G., Srivastava, P., Cooper, B. G., Lesser, H., Semegran, B., Garnier, S., & Levin, M. (2023). Motile Living Biobots Self-Construct from Adult Human Somatic Progenitor Seed Cells. Advanced Science, 11(4), 2303575. https://doi.org/10.1002/advs.202303575

**Who we are?** Listening Hearts is a safe and caring space where people can pause, reflect, and share life’s journey together. We believe every heart longs for meaning, connection, and encouragement. Through workshops and conversations, we explore topics that matter — from everyday challenges to deeper questions about life and faith — in a way that is open to both Christians and seekers. **Why Join?** Life can be overwhelming at times. This workshop offers a safe and supportive environment where you can: \- Share your story \(only if you wish\) \- Learn simple tools to cope with stress and challenges \- Receive encouragement and practical support \- Connect with others who care **Who is this for?** \- Anyone seeking encouragement\, healing\, or practical coping tools\. \- Open to people of all backgrounds and beliefs\. **What to Expect?** \- Respectful\, inclusive space \- No pressure to share beyond your comfort level \- Gentle activities\, practical takeaways\, and supportive conversations

## 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.

Hanging out with Humanists is a free and easy ground-up social gathering where you can meet and mingle with other fellow humanists and make new friends over dinner. Location : Hans Union, Springleaf Conveniently located just outside of TE4 *Springleaf* Exit 2. Brown line What to look for : Look for a lively group of people gathered together sitting outside on the long high table, and spot the pink T-shirt with the slogan “Be Good for Goodness' Sake” draped over a chair—a nod to the same shirts we proudly wore at Pink Dot. If you are attending for the first time, be sure to observe the [HumanistSG General Rules](https://humanist.org.sg/about/general-rules/ "https://humanist.org.sg/about/general-rules/") when attending the gathering for a pleasant experience, and [read a bit about the society and what we do](https://humanist.org.sg/key-hss-articles/ "https://humanist.org.sg/key-hss-articles/") on your way there! Wanna know who’s going? Ask out loud in the public chat linked via [our Telegram announcement channel](https://t.me/humanistsocietysingapore "https://t.me/humanistsocietysingapore")

**Dates:** * 13, 27 Dec 2025 * 10, 24 Jan 2026 * 7, 14, 28 Feb 2026 (17 & 18 Feb are CNY) * 14, 28 Mar 2026 (21 March is Hari Raya Puasa) **Timing:** 2pm onwards **Venue:** HackerspaceSG **Address:** Textile Centre, #08-10, Singapore 199018 ​We'll be hanging out to practice some LeetCode questions together. **\#\# No food provided \#\# Bring your laptop \#\#** # ​Format: * ​Pick a random LeetCode question (easy or medium). * ​One volunteer will connect to screen and attempt the question within 40 minutes. * ​Rest of the group will either role-play as interviewer, collaborator or just observe. * ​At the end of the attempt, the group will provide feedback to the volunteer. # ​Format of Feedback: ## ​Soft skills * ​Ask good questions? * ​What should be talked about? What should demo thru code? ## ​Technical feedback * ​Quality of execution. # ​About JuniorDev SG: ​JuniorDevSG is a developer interest group that focuses on providing a place for junior developers to learn and network with each other. ​At the same time, we seek to be a support system to help junior developers break into tech, navigate their careers as well growing them to one day become senior developers or tech leaders in the tech industry.

**People Analytics 101: Making Sense of Compensation Data** Compensation data is one of the most widely used and widely misunderstood forms of people analytics. The session will cover where compensation data comes from, including market pricing data, internal payroll data, and benchmarking sources, and how companies think about structuring and analyzing that information. We will explore how compensation data is leveraged to set salary ranges, manage internal equity, support hiring and retention, and align pay with business strategy. A portion of the session will address common data challenges and limitations, such as market noise, inconsistent job matching, and incomplete datasets, while keeping the primary focus on practical use rather than technical depth. The session will also look ahead at where the space is going, including the growing impact of pay transparency laws, expanding pay equity requirements, and emerging regulations in the US and Europe that require organizations to report on gender and pay gaps. The goal is to give attendees a clear mental model for how compensation analytics works today and why getting it right is becoming increasingly critical. (note: we are back at Rev1 this month!) **About Our Speaker** [Alex Moore](https://www.linkedin.com/in/alexscottmoore/) is the founder of [Moore Cooperative](https://moorecooperative.com/), where he advises organizations on compensation strategy, pay equity, and people analytics. His work focuses on helping organizations like the Ohio Supreme Court design, analyze, and communicate compensation systems that are data-informed, defensible, and aligned with organizational goals. Alex lives in Granville, Ohio and has three little kiddos. More info at [cbusdaw.com](https://cbusdaw.com)

Dale Gnidovec, Curator of the Orton Hall Museum of Geology at The Ohio State University, will be presenting a program he has wanted to share with us for a long time: Plate Tectonics. His description of his program: Continents on the move - Nothing in Earth history makes sense without moving continents - it tells us why mountains, volcanoes, minerals, and fossils are where they are. This talk examines the evidence for continental drift, why it was disbelieved, and explains how the more-encompassing theory of plate tectonics was developed and eventually proven. Dale is an energetic, incredibly knowledgeable, and very entertaining speaker and this will be another wonderful program by Dale. Hope to see you there! Food and drinks will be provided at the event. Feel free to show up a little bit early to hang out and talk. Going forward our meetings will be hybrid. You can meet us in-person or attend online Join Zoom Meeting [https://us02web.zoom.us/j/87836564953?pwd=4Mi57ElZkDIFlb1fnlNwOJ0NiOK4tP.1](https://us02web.zoom.us/j/87836564953?pwd=4Mi57ElZkDIFlb1fnlNwOJ0NiOK4tP.1) Meeting ID: 878 3656 4953 Passcode: 760812 One tap mobile +19292056099,,87836564953#,,,,\*760812# US (New York) +13017158592,,87836564953#,,,,\*760812# US (Washington DC) The formal presentation will start at noon

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)

Join members of the local UX and Digital Design community for a casual monthly breakfast. There _might_ be a little snow, but there _will_ be effectively infinite serve-yourself coffee, so it evens out if you ask me.

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

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/

### 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/)