Security Systems

**Talk Abstract:** — \# Bootiful Spring Boot 4: Sweet and Sour Spring Boot 4.x and Java 25 have arrived, making it an exciting time to be a Java developer! Join us, **Josh Long** (@starbuxman) and **DaShaun Carter** (@dashaun), will dive into the future of Spring Boot with Java 25. We'll learn how to scale your applications and codebases effortlessly, explore the robust Spring Boot ecosystem featuring AI, modularity, seamless data access, security, and cutting-edge production optimizations like Project Loom's virtual threads, GraalVM, AppCDS, and more. Let's explore the latest-and-greatest in Spring Boot to build faster, more scalable, more efficient, more modular, more secure, and more intelligent systems and services and we'll look at how to get older apps to this leaner, greener future. \-\-\- **Josh Long** (@starbuxman) has been Spring's first-ever Developer Advocate since 2010. A Java Champion, author of 7 books, host of *A Bootiful Podcast*, and open-source contributor — if Spring ships it, Josh has probably already done a live demo of it. **DaShaun Carter** (@dashaun) is a Spring Developer Advocate at Broadcom, Testcontainers Champion, and keynote speaker with a passion for helping developers ship better software, faster. Whether he's on stage, on a Raspberry Pi, or on a racecourse, he brings the same deliberate, high-energy focus to everything he does. **Important:** Please share your mail address ( if you have not done already) , need it for security clearance at Redhat . Can send it to [mailto:singadev-organisers@googlegroups.com](http://mailto:singadev-organisers@googlegroups.com/) by 9 June evening. Thanks for understanding and cooperation.

👋 Hello Grafana & Friends Singapore! This month, we are excited to partner with the MongoDB for a collaborative evening of tech! As observability and data landscapes become increasingly complex, the integration between the LGTM stack and MongoDB is more critical than ever. This month, we are bringing together engineers from both ecosystems to share implementation strategies, architectural best practices, and real-world monitoring patterns. As always, come ready to learn, connect, and exchange ideas with the community. Light bites and networking included! **Topic 1: Real-Time Observability with MongoDB and Grafana: From Logs to Dashboard** **Speaker: Piti Champeethong**, Senior Consulting Engineer, MongoDB **Session Abstract:** Learn how to integrate MongoDB Atlas with Azure Grafana to build real-time dashboards for both database performance and application data. This session covers Prometheus-based monitoring, direct querying, and Azure-native pipelines for modern observability. **Topic 2: Agentic Observability: From OTel Signals to Production Remediation with MongoDB MCP** **Speaker: Hendri Tjiptowibowo**, Senior Partner Solutions Engineer, Grafana Labs **Session Abstract:** Learn how Grafana Assistant (available on OSS) combines OpenTelemetry signals with MongoDB MCP to move from observability to action. This session demonstrates AI-driven investigation of production issues, including trace analysis, query plan inspection, index recommendations, and automated remediation workflows. **📅 Date:** Thursday, June 11th, 2026 **🕡 Time:** 6:00pm - 9:00pm **📍 Location:** Smartworks Great Eastern Centre, 1 Pickering Street, Singapore 048659 - Level 8 ⚠️ **Reminder:** Please bring your valid physical photo ID (NRIC or Passport) to access the building. **Agenda** * **6:00 PM:** Registration, Light Bites & Networking * **6:55 PM:** Welcome & Opening * **7:00 PM:** Piti Champeethong, Senior Consulting Engineer at MongoDB – Real-Time Observability with MongoDB and Grafana: From Logs to Dashboard * **7:30 PM:** Hendri Tjiptowibowo, Senior Partner Solutions Engineer at Grafana Labs - Agentic Observability: From OTel Signals to Production Remediation with MongoDB MCP * **8:00PM:** Networking & Close **In Partnership with MongoDB:** This event is a collaborative session between **Grafana & Friends Singapore** and the **Singapore MongoDB User Group**. Special thanks to our Co-Partner, **MongoDB**, for providing the space.

**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. 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.

These classes focus on weapon practice. Many aikido techniques have their origin in weapons handling and thus are related with Japanese weapon arts like Kendo. Using a weapon as an extension of the hand, it generates higher impact speed and creates different danger and distance perception. On the other side, perfection of cuts and draws is a very meditational and focused practice. Despite danger, the mind should stay clear and movements should be very precise. As a result of weapons training, students polish their hands and body technique – with more precise movement, coordination and martial awareness. These are the main aspects of the classes: * Iaido * Jodori * Kenjutsu * Tantodori ### **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

This May, we will be moving to.....**Satay By The Bay!** 🎉 Come join us for a relaxed, casual dinner session to meet new friends, share stories and exchange cultures in a fun and friendly group setting! 🌸 Location: **Satay By The Bay. Check out our IG stories for the exact location. From TEL Gardens by the bay station, take exit 1 and walk around 4-5mins to Satay by the Bay.** Time: **7:15-9pm** (Feel free to come and leave earlier or later!) 📍**Note:** Social Sisters SG is a space for genuine connection and friendship — not for business promotion or MLM (multi-level marketing) activities. Unlike similar groups, we are not run by financial consultants or salespeople. You’re welcome to exchange contacts, but please do so at your own discretion. Follow us[ @socialsisterssg](https://www.instagram.com/socialsisterssg/) for real-time updates on our exact location within the foodcourt or any unexpected venue changes on the day itself ✨

**For ages 21 and above.** ### **Address** 526a Geylang Rd, Atrium Residence, Singapore 389482 ### **Schedule** Thursdays 5PM - 6PM ### **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.

**Expats Social Mixer at Goodbye, Alibi** Join us for a relaxed Expat Social Mixer at *Goodbye Alibi* \- a hidden cocktail bar with a touch of mystery\, where great drinks and even better conversations come together🍸 This is a **casual social mixer** designed for meeting new people, expanding your network, and enjoying a relaxed evening in Singapore. ✨ **Special Promotion (for SEA Members):** Enjoy a **complimentary welcome drink (prosecco or tequila shot)** with any cocktail purchase — a great way to kick off the evening 🥂 Not a member yet? Join our community for FREE and enjoy this perk plus exclusive partner discounts: [https://www.expatassociation.com/join-us](https://www.expatassociation.com/join-us) **What to Expect** • Reserved area exclusively for our group • Cozy and stylish bar setting • International crowd of professionals & expats • Friendly social atmosphere **Location:** Goodbye Alibi Bar **Date:** 16 April **Time:** 7pm onwards **Entrance fee:** $10 If you have any questions message us here on Meetup or WhatsApp: +65 88982391 *** **About Us** Singapore Expats Association connects expats and globally-minded individuals across Singapore through curated social events, networking evenings, and community experiences. Visit our website to learn more: [https://www.expatassociation.com/](https://www.expatassociation.com/) Join as a member for FREE to receive partner discounts and exclusive perks: [https://www.expatassociation.com/join-us](https://www.expatassociation.com/join-us)

Welcome to **TRN2SMMT Basecamp**. This is a community for hikers, trekkers, mountaineers and outdoor enthusiasts looking to build real-world capability. Our sessions focus on mountain conditioning, strength, endurance, loaded movement, hiking fitness and preparation for the demands of the outdoors. Whether you are preparing for your first hike, a multi-day trek, a high-altitude expedition, or simply want to become stronger and more capable, you are welcome here. This is not a bodybuilding group. This is not a bootcamp. We believe fitness should have a purpose. The goal is not just to look fit, but to become capable, adaptable and prepared for challenges both on and off the mountain. What you can expect: •⁠ ⁠Mountain conditioning sessions •⁠ ⁠Strength and endurance training •⁠ ⁠Hiking and trekking preparation •⁠ ⁠Skills and knowledge sharing •⁠ ⁠Community events and outdoor challenges A S$8 logistics contribution applies for selected training sessions and events. Details will be provided in each event listing. Train for altitude. Build for life. Registration required limited slots: [Registration](https://www.eventbrite.com/e/1990761500237?aff=oddtdtcreator)

⚠️ **REGISTRATION IS REQUIRED VIA [THIS LUMA FORM](https://luma.com/s0txhgfy)**[ ](forms.gle/saLWmbr5XbwUX8Jp8)⚠️ SHELLGym is the regular cybersecurity workout you have been looking for! Whether you're just starting out and need some exercises, studying for a cert (hint: OSCP), looking at CTF challenges, or developing something cybersecurity-related (maybe your own automated tools?), SHELLGym aims to help you progress in picking up practical cybersecurity knowledge and skills. Come and go as you please, work on your own stuff with like-minded individuals, or just have fun during the workout! **AGENDA** Linux Forensics and Reverse Engineering basics: * Triaging in Linux * Step-by step IDA * Step-by-step gdb * Guided walkthrough on selected real-life binary **⚠️ NOTE** Bring your own laptops (and laptop chargers) with pre-installed Linux VM. Please also download IDA Free ([Link to Guide](https://hex-rays.com/ida-free)) before the session. **VIRTUAL SHELLGyms in JUNE** (by request) Hosted on Discord, do approach KK or the Div0 Crew for access **TRAINER** **KK Tan — Founder, counterShell** As a mid-careerist convert to cybersecurity, **Tan KK** picked up his practical skills through getting OSCP certified and by participating in a variety of CTFs. In his career at CSIT, he performed a variety of red-teaming and vulnerability research roles and established the Cyber Training School at CSIT as the Lead Instructor. Besides the OSCP certification, KK is also OSCE and OSEE certified, and has a Bachelor's degree in Social Science (Psychology). He now sees psychology as a field of study where you fuzz humans until they produce unexpected behaviour. **CO-ORGANISERS & VENUE SPONSOR** * [CyberSG TIG Collaboration Centre](https://www.linkedin.com/company/cybersg-tig-collaboration-centre) * [BLOCK71](https://block71.co/) **IMPORTANT NOTICES** * Code of Conduct: [https://www.div0.sg/code-of-conduct](https://www.div0.sg/code-of-conduct) * Terms of Use & Disclaimer Notice: [https://www.div0.sg/terms-of-use-disclaimer-notice](https://www.div0.sg/terms-of-use-disclaimer-notice)

Update 6/2: Event is full. Join us for the Lockpicking Introductory Course – a hands-on 3-hour session hosted by Locksport SG where curiosity meets skill. You’ll learn: How a pin tumbler lock actually works How to safely and ethically pick a lock using simple tools Practical techniques with guided, hands-on practice Personalized tips from experienced members of Singapore’s locksport community Bonus: Get introduced to decoding combination locks—an extra skill to level up your knowledge. Whether you’re a complete beginner or curious about physical security, this is your chance to try something unique, fun, and surprisingly satisfying. Sign up here: [https://tinyurl.com/locksportsg](https://tinyurl.com/locksportsg?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExaFRjSlM4WEhIS1BkQTJCZHNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR4bwq19RpRwgUZm0vt8ZR24KvA_u4RV9TRgIwN-sVM8Vf5PIzhBimYy9NezIQ_aem_EpysqS_rTSI5K_XSUSMBvQ) Included: Lockpicking set, cutaway training lock, cylinder lock will be given to participants to bring home for FREE. Locksport SG is a Singapore-based lockpicking hobby group that promotes the legal and safe way to understanding lockpicking. They have been featured on local media like Straits Times and Channel 8 news. [#Locksport](https://www.facebook.com/hashtag/locksport?__cft__%5B0%5D=AZbXHSKPl6KBpZUh1OrjiMBgXlRb3qcAps9xDdTVQeoJghpwgChFPBg6kfDdHXrD3sbT_27gTrv69e418h_Ia5EqtREqSLlROD74N55QYMt4oG-cFep-ZBc6KVbPyo02POjmWZC5egTOgBGzoSesca_zhJDv8vkiOmdhBFZSy0Wrs6RaXgy_ZAub9LPuqjaXe_4&__tn__=*NK-R) [#LearnSomethingNew](https://www.facebook.com/hashtag/learnsomethingnew?__cft__%5B0%5D=AZbXHSKPl6KBpZUh1OrjiMBgXlRb3qcAps9xDdTVQeoJghpwgChFPBg6kfDdHXrD3sbT_27gTrv69e418h_Ia5EqtREqSLlROD74N55QYMt4oG-cFep-ZBc6KVbPyo02POjmWZC5egTOgBGzoSesca_zhJDv8vkiOmdhBFZSy0Wrs6RaXgy_ZAub9LPuqjaXe_4&__tn__=*NK-R) [#lockpicking](https://www.facebook.com/hashtag/lockpicking?__cft__%5B0%5D=AZbXHSKPl6KBpZUh1OrjiMBgXlRb3qcAps9xDdTVQeoJghpwgChFPBg6kfDdHXrD3sbT_27gTrv69e418h_Ia5EqtREqSLlROD74N55QYMt4oG-cFep-ZBc6KVbPyo02POjmWZC5egTOgBGzoSesca_zhJDv8vkiOmdhBFZSy0Wrs6RaXgy_ZAub9LPuqjaXe_4&__tn__=*NK-R) [#hacking](https://www.facebook.com/hashtag/hacking?__cft__%5B0%5D=AZbXHSKPl6KBpZUh1OrjiMBgXlRb3qcAps9xDdTVQeoJghpwgChFPBg6kfDdHXrD3sbT_27gTrv69e418h_Ia5EqtREqSLlROD74N55QYMt4oG-cFep-ZBc6KVbPyo02POjmWZC5egTOgBGzoSesca_zhJDv8vkiOmdhBFZSy0Wrs6RaXgy_ZAub9LPuqjaXe_4&__tn__=*NK-R) #[#sɪɴɢᴀᴘᴏʀᴇᴇᴠᴇɴᴛs](https://www.facebook.com/hashtag/s%C9%AA%C9%B4%C9%A2%E1%B4%80%E1%B4%98%E1%B4%8F%CA%80%E1%B4%87%E1%B4%87%E1%B4%A0%E1%B4%87%C9%B4%E1%B4%9Bs?__cft__%5B0%5D=AZbXHSKPl6KBpZUh1OrjiMBgXlRb3qcAps9xDdTVQeoJghpwgChFPBg6kfDdHXrD3sbT_27gTrv69e418h_Ia5EqtREqSLlROD74N55QYMt4oG-cFep-ZBc6KVbPyo02POjmWZC5egTOgBGzoSesca_zhJDv8vkiOmdhBFZSy0Wrs6RaXgy_ZAub9LPuqjaXe_4&__tn__=*NK-R)

**For ages 13 and above.** This class is designed to train those who wish to be able to able to defend themselves as a modern day warrior. The class is exciting and brutally effective. Practitioners will learn how to fight seamlessly from stand up to the ground, using a mix of street style striking and kicking, takedowns, to ground grappling, even against a knife being drawn while on the ground. Whether it be one attacker or multiple attackers, participants will learn how to use relative positioning and the environment to defend and create the opportunity to escape. What if your attacker was to draw a knife or worst, a machete? You will learn to use street style weapons like knife, machete or stick to defend yourself, or improvised weapons like bags, chairs, umbrellas, bottles, hammers etc. No pre-requisites needed but generally an interest in martial arts. The classes consist of currently 7 topical series: ​ * Striking/Kicking Series * Gun Disarming Series * Ground Defence Series * Takedown Series * Knife Series * Control and Restraint Series * Tomahawk/Machete Series ### **Address** 144 Robinson Road, #05-01, Singapore 068908 ### **Schedule** Sundays 12PM - 2PM ### **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.

**For ages 13 and above.** Systema is a Russian Martial Art founded by the late Colonel Mikhail Ryabko and Vladimir Vasiliev. Systema was designed to develop individuals in a combative style which upholds the intrinsic value of all human life. This is why it is non-destructive – even of one’s enemies. Through the use of simple exercises, breathing techniques and massage work, Systema helps you to build a strong mind and body. Here is what you can expect: **Warm ups** Class begins with warming up each of the systems of the body – from the breathing, muscular and nervous system, each component needs to be properly engaged. **Thematic studies** Fetching from a huge pool of drills and sometimes even crafting specialized ones, our instructors format a logical progression of the concept being shared. Depending on the ability of the class, the drills are modified to be at the optimal level for learning, with suitable modifications given to students based on their individual performance. **Application of concepts** After the thematic studies, some time is given for the students to apply the training – the intensity is decided upon by the students under the supervision of the instructor. At times, the instructor will request for the students to push themselves, while at other times they are there to taper in the sparring to a productive level. **Cool downs** The cooldowns are usually done in a way both the help the class recover from the higher intensity application section as well as to revisit the concepts again in a calmer manner. This helps to ensure everyone is reminded of the key points. Sometimes we do a little massage. **Training circles** At the end of every training session, we circle up to share a few words about the training. This tradition was handed to us from our founders and is an integral part of our training. ### **Address** Lor 23 Geylang, #03-05 37, Singapore 388371 ### **Schedule** Saturdays 10AM - 12PM ### **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.

Prostate cancer is the most common cancer among men in Singapore. Most men have no symptoms in the early stages — and by the time they do, it may already be advanced. **Early detection saves lives. And it starts with knowing your risk.** This May, take the most important step for your health and join us for a free, expert-led talk by **Dr. Lim Huat Chye Peter** — one of Singapore's most respected urologists and founder of the Society for Men's Health (Singapore). **📅 Date:** Saturday, 13 June 2026 **🕑 Time:** 1:30 PM – 4:00 PM **📍 Venue:** Farrer Park Hospital, Connexion, #16-06 (Viv Hall) **💰 Admission:** FREE **If you're a man over 40, this talk is for you.** Most men avoid talking about their health — until it's too late. Don't wait for symptoms. Prostate cancer is highly treatable when caught early, but the window matters. This is your chance to get straight-talking, expert guidance in a relaxed, open setting where all questions are welcome. **What you'll learn:** * What prostate cancer is and how it develops silently * Who is at risk — and why men over 40 need to act now * When and how to get screened, and what tests to expect * Treatment options and the latest advances in urological care * How to have the conversation with your doctor — and what questions to ask Come alone, or bring a father, brother, husband, or friend. The men in your life need to hear this. **Seats are limited. This event is free — but your health is priceless. Register now before it's too late.**

**For ages 10 and above.** Krav Maga is a self defense system employed by military and law enforcement around the world (including Singapore) due to its effectiveness. Classes are designed around real-world scenarios, ensuring you acquire practical skills—like disarming an attacker wielding a knife—after each session. ### **Address** 95 Joo Chiat Rd, Level 3 & 4 ### **Schedule** Sundays 1230PM - 130PM ### **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.

Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

*Sorry for the 2 month break but I had to deal with some family member health issues, but we are now back!!* **LOCATION - THE DAILY GROWLER -** **2812 Fishinger Rd, Upper Arlington, OH 43221** Over the years, we’ve heard two requests constantly: 1. A place that was quieter and possibly private. 2. “I wish they accepted Bitcoin.” We’ve finally found a solution to these requests with The Daily Growler. We’ll have access to their private room, and you’ll be able to pay your tab with Bitcoin. Join us for a fun and relaxed social event! Enjoy delicious food and drinks as we chat about the latest news in the Bitcoin world. Everyone is welcome, whether you're looking for guidance, have questions, or just want to meet like-minded people. These social evenings are a great opportunity to make new friends and enhance your experience at the larger events throughout the year. We look forward to seeing you there! PSA: If the attendee RSVP seems low, keep in mind that most of our attendees come from X and not [meetup.com.](http://meetup.com./) You are welcome to come and become a part of our online community. Recordings of past guest speakers are available on our YouTube channel [https://www.youtube.com/@columbusbitcoin](https://www.youtube.com/@columbusbitcoin)

Bring your Raspberry Pi, Arduino, microcontroller, or any other electronic project and join fellow electronics makers for a night of creativity and collaboration! This session is open forum to share your current projects—whether complete or in progress, it’s all interesting! Whether you’re deep into embedded systems, exploring new ideas, or just getting started, you’ll find a welcoming space to collaborate, share, and get inspired. **New to electronics or curious about tinkering?** You’re absolutely welcome. If you’re a beginner and want to experiment, I’ll have a couple of starter kits available so you can try things out—whether that’s blinking your first LED, putting something on a display, or experimenting with simple sensors. No pressure and no experience required—just an interest in learning and building. While we continue to pursue a more permanent venue for this Meetup, we’ll be using public library facilities based on availability. This session will be at the Worthington Park Library in the Olentangy Meeting Room.

Join the CONNECTED Westerville Mastermind Group for a dynamic afternoon of B2B networking! This event is perfect for professionals looking to expand their business connections, share insights, and foster collaboration within the community. Whether you are a seasoned entrepreneur or just starting out, this event offers a valuable opportunity to exchange ideas, build relationships, and grow your network in a supportive environment. Connect with like-minded individuals, explore potential partnerships, and discover new opportunities for professional growth. Don't miss out on this chance to enhance your business network and take your career to the next level with CONNECTED Westerville Mastermind Group! We meet the 4th Monday of every month from 11am-1pm. Welcome and general networking from 11am - 11:30am with core meeting 11;30 - 12:30 and a final round of networking from 12:30 - 1pm.

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

Please see below for this event's description. **Visit our [Eventbrite page](https://www.eventbrite.ca/e/owasp-toronto-june-2026-tickets-1991326120030?aff=oddtdtcreator) to RSVP!** **Hybrid event:** * In-person: Security Compass, 325 Front Street West, Unit 103, Toronto, ON M5V 2Y1 * Livestream: https://www.youtube.com/watch?v=H5aZ_CwYEus Doors open at 6:00 PM. Presentation/livestream starts at 6:30 PM **Description:** AI split AppSec into two attack surfaces: your code, and the code factory that produces it—coding agents, the models and MCP tools they call, the developer environment itself. With exploits now landing in under ten hours and vulnerabilities shipping from more authors than ever, this talk lays out a staged path to a "Mythos-ready" program—reprioritizing around reachable risk, accelerating remediation, and securing the AI-SDLC—and argues security should stop filing tickets and start shipping fixes.

Join the Columbus AI community for a special event. **Battle of the Personal Agents** is your chance to see what people are actually building with AI agents and personal automation systems. Whether you’re running OpenClaw, Hermes, or a completely custom solution, bring your agent and show the community how it works. We’re interested in real-world implementations: the problems your agent solves, how you use it day-to-day, how it’s hosted and managed, how you built it, and why you’ve chosen to keep using it. Live demonstrations are encouraged, so be prepared to show your code, architecture, workflows, and your agent performing real tasks. This is less about polished presentations and more about sharing practical experience, comparing approaches, and learning from one another. If you’d like to present, please contact Chris Slee (via meetup) before the event so we can allocate enough time for everyone’s demonstrations. Come ready to show what you’ve built, discover what others are doing, and maybe find a few ideas worth taking home. 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.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)