Security Industry

**Taming the Lobster: Securing OpenClaw and Navigating the Future of Autonomous AI Agents** OpenClaw is everywhere right now. It’s arguably one of the most powerful tools for automating tasks locally, but let’s be honest: giving an AI autonomous access to your system is a massive security gamble. Between private data leaks and untrusted content, you’re basically looking at a "lethal trifecta" of risks if you aren't careful. In this talk, I’m going to skip the fluff and look at real exploits we’ve seen in the wild—from malware hiding in plugin marketplaces to remote code execution flaws that can hijack your gateway. We’ll then walk through a practical hardening checklist to lock down your setup (think container sandboxing and network isolation) so you can actually sleep at night. To wrap things up, I’ll share a few safer alternatives for those who want the power of an AI agent without the operational headache. **Speaker: Samiul Islam** **Senior AI Product Manager & Agentic Systems Specialist** Samiul is a Senior AI Product Manager based in Mississauga, recognized for architecting GenAI roadmaps and building the underlying orchestration layers that make AI agents reliable. Currently consulting for Thinkrr.ai, he leads the development AI roadmap including their AI copilot, and having voice AI build voice agents. With a foundation in Electrical Engineering from the University of British Columbia, Samiul specializes in bridging the gap between raw LLM capabilities and deterministic enterprise outputs. During his tenure at Formula.Monks, he led R&D teams to launch agentic frameworks that utilized a semantic tooling layer to ensure AI behavior remained precise and human-like. A practitioner as much as a strategist, Samiul is an active contributor to the local AI community, frequently optimizing LLMs on Apple Silicon and developing self-hosted MCP solutions. Outside of the professional sphere, he is a dedicated DIYer and health-tech enthusiast, applying his technical mindset to navigate complex personal health data. **Schedule:** 6:00 - 6:30 - Meet 'n Greet 6:30 - 6:45 - Introduction and Welcome 6:45 - 7:45 - Main Presentation 7:45 - 8:00 - Closing and Prize Draw 8:00 - ? - (Optional - whoever would like to join) Continue our conversations at Bar 6ix, 201 City Centre Drive (3 minute walk) **Where to Find Us** Conference Room 073 in the Hazel McCallion Central Library. Bottom Level. **Parking** There is a parking garage under the library. Parking is free from 6PM on.

This is a ticketed event. Please register at [this link](https://luma.com/e69uao09). ​In his talk, Samuel Simko from ETH Zurich will present his recent work on adversarial defenses for LLMs, developed with the Jinesis Lab (University of Toronto). The talk will cover a series of approaches, ranging from triplet-based contrastive learning defenses to honeypot-style defenses designed to avoid worst-case behavior. He will also discuss patterns observed in contest-winning manual jailbreaking prompts, ideas for tamper-resistant safeguards, and the current limits of attacks, defenses, and evaluation methodologies. ​**Event Schedule** 6:00 to 6:30 - Food and introductions 6:30 to 7:30 - Presentation and Q&A 7:30 to 9:00 - Open Discussions ​​​If you can't attend in person, join our live stream starting at 6:30 pm via [this link](https://www.youtube.com/@Trajectory-Labs/live).

HAPPY SPRING everyone ! Welcome to our new location : The Urban House Kitchen & Bar on Queen St East! If you're available, please join us on the SECOND FLOOR of Urban House Kitchen & Bar, for your favourite Film and TV Networking evenings. Rain, Shine or Blizzard, WE WILL BE THERE! AND THERE WILL BE PRESENTS :D Of course, if you feel sick, have a fever, a cough, or don't feel comfortable with attending such an event post COVID times, please, don't put yourself and others in a bad position, and wait for the next one, because there will always be a next one. :D Bring your smiles and business cards! See you there ! DISCLAIMER : The organizers are not responsible for the potential stupid behaviour of some people, and you and us know that there is always a possibility of these happening, so by RSVPing to this event, you assume all responsibility and won't be able to hold the organizers responsible if anything happens that is related to your decision of attending. ================ SPRING Toronto Film and TV Industry Social Evening Thursday, Mar 26th 2026, 6PM The SECOND FLOOR at Urban House Kitchen & Bar 718 Queen St E. Toronto, ON M4M 1H2

Observability is supposed to help us understand our systems but for many teams it has quietly become one of the most expensive and least flexible parts of the stack. Plenty of organizations take polished SaaS platforms like Datadog to get real value quickly early on, only to hit the same wall later: runaway costs, pricing tied to architectural decisions, and vendor lock-in so strong it makes Rogers and Bell both blush. In this talk, I’ll walk through a real-world case study of a JVM-based production system that migrated away from a Datadog-centric observability setup to an open-source, OpenTelemetry-based platform. We’ll dig into the why behind the move, the architectural decisions that mattered, the mistakes along the way, and how the team ended up with pragmatic visibility into latency, errors, and resource usage at a fraction of the cost. The second half of the talk is practical and forward-looking. I’ll show how OpenTelemetry unlocks real choice by acting as a neutral data plane for your telemetry. From there, we’ll look at modern, off-the-shelf observability backends you can plug in within minutes without rewriting applications or installing new agents. Want to dual-write, swap vendors, or route data somewhere new? This is how you do it without a big-bang rewrite or another long-term commitment with a new vendor. This session is for engineers and CEOs who are feeling the observability cost squeeze, want leverage back from vendors, and are looking for realistic ways to modernize monitoring without lighting their entire stack on fire each time they decide to change their tools of choice. **About the venue** Free Times Cafe has bistro-style seating and a full food and drink menu. Please consider helping to support the venue by planning to have supper during the talk. **Speaker Bio** Alexei Zenin is a Platform Engineering Consultant based out of Toronto, Canada. Over the course of his career he has worked across the Healthcare, Marketing, Video Games, and Banking industries. He loves to tackle hard problems in the distributed systems space with a focus on scaling platforms both from a technical and process perspective. He is a strong advocate for highly maintainable and well tested code while at the same time pragmatically delivering value to the end user. He has contributed to the broader tech community, namely to Confluent’s blogs on Apache Kafka, spoken at Current 2022 in Austin, Texas, and spoken at XP Game Summit 2025 in Toronto, Canada. During his 5 years at Uken Games he contributed to several games like Who Wants to Be a Millionaire and Jeopardy. One title of note he saw from inception to completion was a game for Tim Hortons built right into the official app, Tim’s Word Challenge. Millions of Canadians have played it along with their morning coffee. He also got to work with Netflix on several unannounced games during his time at the studio. Currently, Alexei is working with various clients, both large and small to modernize and streamline their platforms with the most appropriate tools and practices. Outside of his professional life, he gives back to his community by volunteering at UofT. He also enjoys paddleboarding and attending live rock concerts to reset after long coding sessions.

**Beginner Drop-In Pickleball at the Miles Nadal JCC** New to pickleball? We’ve got the perfect session for you! Join us for **Beginner Drop-In Pickleball** at the Miles Nadal JCC — a welcoming and supportive environment for those just getting started with the game. Whether you're still learning the rules or building confidence on the court, this is a great opportunity to play, practice, and meet fellow beginners. *** 🏓 **Event Details:** **Location:** 750 Spadina Ave. (enter through the Spadina doors) **Check-In:** Please check in with security and stop by the front desk upon arrival. *** 🏓 **Registration & Payment (Required in Advance):** RSVP on Meetup does *not* guarantee your spot. To play, you must register and pay in advance through our registration system. 👉 **[Register online](https://app.amilia.com/store/en/miles-nadal-jcc/api/Activity/Detail?activityId=k1j6vjE)** 📞 Or call: 416-924-6211 **Limited to 6 players.** Once full, no additional players will be admitted. *** 🏓 **What to Expect:** * Designed for **beginner-level players** with some familiarity with the rules and scoring * Equipment available: borrow paddles and balls with a $20 cash deposit + valid ID * Friendly rotations so everyone gets a chance to play * Supportive and inclusive environment — no pressure, just fun and learning! *** Come ready to move, meet new people, and improve your game one rally at a time. We look forward to seeing you on the court!

March 26th for the OpenClaw Meetup. Fraternal Order of Eagles - 17 Elm St, Toronto, ON M5G 1H1 [https://maps.app.goo.gl/tKyQGWh6pqSu5KTi8?g_st=ic](https://maps.app.goo.gl/tKyQGWh6pqSu5KTi8?g_st=ic) from 5-8p More information to come.. speakers, guests, talks..etc

IMPORTANT: You must also register at this Eventbrite link: [Sony Presents: Forever in Focus Wedding and Portraiture Event Tickets, Thursday, Mar 26 from 1 pm to 6 pm | Eventbrite](https://www.eventbrite.ca/e/sony-presents-forever-in-focus-wedding-and-portraiture-event-tickets-1983966356780?aff=oddtdtcreator&keep_tld=true) Forever In Focus: A Sony Alpha Community Event for Wedding & Portraiture Photography and Videography Professionals *We invite you to join us at Forever in Focus, an immersive experience that blends realistic hands-on experiences with expert teachings. With a focus on both photography and videography, capture content via models in cultural wedding apparel, as they walk down the aisle, enjoy their first dance and cut the cake.* *Discover tips and tricks for capturing once-in-a-lifetime photos and videos with seasoned industry experts who are ready to interact with you.* *Check out Sony's latest and greatest gear, with an emphasis on premium G Master lens technology. Experience how G Master lenses give you the edge to capture moments with confidence, speed, and creative freedom.* *Explore hybrid photo and video workflows, low-light performance, advanced autofocus capabilities, and efficient production techniques.* *Whether you’re refining your workflow, expanding into hybrid storytelling, or considering your next system upgrade, this is your opportunity to test gear in realistic conditions, connect with fellow professionals, and discover tools designed to help you deliver exceptional results for your clients*.

Explore and be the part of fastest growing industry build your business with proper system and knowledge. **Global Financial Impact** Information Session for Licensed LLQP Agents & Industry Beginners Be the part of a rapidly growing global financial services organization Open to Professionals from Diverse Backgrounds Turn Your Skills into a Scalable Financial Services Career Whether you are already LLQP licensed, seeking growth in your current role, exploring new professional opportunities, or completely new to the financial services industry — this session is designed to give you clarity, direction, and actionable insights. Gain a comprehensive understanding of the industry, learn how to position yourself for long-term success, and explore scalable career pathways in a professional and structured environment,Best Culture. Beginners and aspiring professionals are highly welcome. Limited seats! ⸻ Event Details Date: Saturday, March 28th, 2026 Time: 3:00 PM Sharp Location: 6345 Dixie Road, Unit 302, Mississauga ⸻ About This Session This corporate information session will help you: • Learn the complete roadmap to success in financial services • Learn how advisors build and grow an independent financial services practice within a regulated framework. • Explore flexible entrepreneurial opportunities within financial services • Gain insights into mentorship structures, professional networking, and growth strategies • Understand key industry pathways and actionable steps for long-term professional development Participants will gain insights into potential next steps to start and develop a career. ⸻ Who Should Attend • Licensed LLQP agents seeking new growth opportunities • Professionals looking to explore a career in financial services • Individuals currently working in other industries but interested in building a scalable business • Beginners who want to understand the industry and professional pathways •Passionate for business. ⸻ Agenda 3:00 – 3:30 PM – Arrival, tea/coffee & professional networking 3:30 – 5:00 PM -Overview ,Q&A ,Onboarding ⸻ Eligibility • Open Work Permit, Permanent Resident, or Canadian Citizen • LLQP licensed professionals welcome • Commitment to professional growth and learning

Join us for a practical and informative session with The **New** **Art of Living**, focused on building **financial stability and confidence in the Canadian context**. This session will cover essential topics relevant to individuals and families living in Canada, including: * Managing everyday expenses and budgeting effectively * Understanding and using **TFSA (Tax-Free Savings Account)** for flexible savings * Planning for retirement with **RRSP (Registered Retirement Savings Plan)** * Simple approaches to saving and long-term financial security The goal of this event is to help you make **clear, informed financial decisions**, reduce financial stress, and build a structured plan for your future. Whether you are new to Canada or looking to improve your financial habits, this session provides **practical, easy to understand guidance** you can apply immediately. *** **📅 Date:** March 28, 2026 **⏰ Time:** 4:00 PM **📍 Location:** 3770 Nashua Dr, Mississauga, ON L4V 1M5

Living On Video + DJ Lazarus presents **Sat March 28 - PANIC: 80s/90s Video Dance Party - 23 Year Anniversary Event** ADVANCED TIX $10: https://23yearsofPANIC.eventbrite.ca PANIC is a brilliant evening of new wave, post-punk, classic alternatives, synth pioneers, britpop, shoegaze, madchester, new romantic, classic industrial, ska, and more. \-\-\-\-\- Live Performance by 'The After Party' New Wave Tribute Band @ 9PM \-\-\-\-\- For 23 years PANIC has been packing the dance floor with cool music and great people. Join hundreds of your friends dancing to the coolest retro tunes at PANIC. Saturday March 28, 2026 PANIC: 80s/90s Video Dance Party - 23rd Anniversary Event Ground Control - 1279 Queen St West - Toronto @groundcontroltoronto Doors 8pm - Band 9pm - DJ 10pm 19+ event Adv. Tix ONLY $10: https://23yearsofPANIC.eventbrite.ca $15 at the door INVITE: www.facebook.com/events/906356145471223/ (please INVITE your friends) \-\-\-\-\-\-\-\-\-\- SOCIAL: www.instagram.com/groundcontroltoronto www.facebook.com/livingonvideoclub www.facebook.com/djlazarusrocks www.twitch.tv/livingonvideoclub www.mixcloud.com/livingonvideo www.instagram.com/djlazarusrocks

Join us for an exciting ServiceNow Toronto Developer Meetup - Spring 2026 Edition! 📅 **Date**: Thursday, March 26th, 2026 🕕 **Time**: 5:30 PM to 7:30 PM EST 📍 **Location**: Scotland Yard, 56 The Esplanade, Toronto, ON **Agenda**: * **Networking -** Get to know your fellow ServiceNow Developers * **Knowledge Sharing** \- Share your insights and learn from others * **Additional details will be announced closer to the event!** Refreshments will be served at the event - Send us a private message to let us know if you have any allergies! **Note**: The event details are subject to change, so please stay tuned for any updates. This event is sponsored by Pentio Inc.

This is a ticketed event. Please register at [this link](https://luma.com/lpikw708). ​Ryan Faulkner explores various papers that address cooperation and safety in multi-agent LLM simulations. Some of the core topics will include: * ​Moral behaviour of agents in high-stakes, zero-sum, and morally charged social dilemmas * ​Governance and sanctioning dynamics and the ways that LLM agents often fail to cooperate and free-ride in common-pool resource game * ​Mechanism design interventions like mediation, contracts, and elected leadership are explored to steer agents toward safer outcomes. ​This research also reveals that LLMs adapt their behavior based on awareness of their conversational partner's identity. ​​​**Event Schedule** 6:00 to 6:30 - Food and introductions 6:30 to 7:30 - Presentation and Q&A 7:30 to 9:00 - Open Discussions ​​​​​​If you can't make it in person, feel free to join the live stream starting at 6:30 pm, via [this link](https://www.youtube.com/@Trajectory-Labs/live).

Join us on March 26th for an exciting **AWS User Group Toronto meetup** focused on **AI-driven development with Kiro**! The evening kicks off with a presentation and live demoes showcasing how Kiro transforms the development workflow, followed by AWS experts sharing the best practices and approaches to get most out of AI-driven development. We'll wrap up with a hands-on workshop and Q&A session — Kiro credits will be provided for participants who want to explore at their own pace. As a bonus, enjoy pizza on us and take home some exclusive Kiro-themed swag! To make the most of the workshop, please come with Kiro pre-installed on your own computer and/or AWS account ready to go. **Agenda:** 6:00-6:15: Welcome Introductions, and community update 6:15-7:00: AI-driven development with Kiro - Presentation and Demo 7:00-7:30: Lessons from field - Best practices and accelerators 7:30-8:00: Workshop set and Q&A **Details:** Address: **18 York St., 7th Floor, Toronto, ON, M5J 2T8** Date: **March 26, 2026** Time: **6:00 pm to 8:00 pm EST** **Speaker:** * **Simran Singh** \- Sr\. Solutions Architect @ AWS * **Divya Jadav** \- Solutions Architect @ AWS * **Abhijith Ramesh Chandra** \- Solutions Architect @ AWS Please plan to arrive between 05:30 PM and 06:00 PM to ensure time to check-in, before the event begins at 06:00 PM. Visitors will need to present a government-issued photo ID to verify their identity and will have their picture taken to receive a visitor badge. Please wear your badge and remember to return all visitor badges to reception at the end of the visit. Parking is available onsite. There is a parking garage located beneath the building. You can pull an access ticket at the garage entrance off 120 Bremner Boulevard or Lower Simcoe Street. If you are arriving via the Union station, the building is conveniently located next to the Union station. Please enter through the main entrance on Bremner Boulevard or via the PATH Network and proceed to the elevators.

Python Toronto is back! Join us for our March meetup at the Nokia office at **100 Queens Quay E, Floor 14** on **Thursday, March 26, 2026 at 5:30pm!** If you are interested in giving a talk, we'd love to have you! Please fill out this form – [Submit a Python Toronto talk](https://docs.google.com/forms/d/e/1FAIpQLSfpNKB0Sbs893xp72M4TxmYGrTyLm4Nh1SSXnCqChP9mx6_9A/viewform?usp=header)! Talks are typically short, typically 5 to 10 minutes, and up to 20 minutes if you've really got something to say, and on any topic that would be interesting to a room of Python people. This can be a Python library that has helped you, a research paper you've enjoyed, or an interesting application of AI. The Python meetup is a casual, community-oriented meetup hosted by companies that use Python in Toronto. Talks are short, informal, and sometimes ad-hoc. Space is limited! Register now to hold your spot. **When / Where** * When: March 26, 2026, 5:30pm to 9:00pm. * Where: Nokia Office - 100 Queens Quay E, Floor 14 Toronto, ON M5E 0C7 Come early to enjoy **snacks** and **drinks** provided. **Code of Conduct** Python Toronto is dedicated to providing a welcoming, harassment-free experience for everyone, regardless of gender, gender identity and expression, age, sexual orientation, disability, physical appearance, body size, race, ethnicity, religion (or lack thereof), or technology choices. We do not tolerate harassment of any form. Sexual language and imagery is not appropriate for this venue, including talks, workshops, parties, Twitter and other online media. Meetup participants violating these rules may be sanctioned or expelled from the meetup (without a refund where applicable) at the discretion of the meetup organizers. Please email elaine@eswong.ca to report any issues.

Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected. This month we have **WiFi HaLow: Introduction and Practical Use** with **Alex Barbur**. Details are are [core.radio](https://core.radio).

**How to take control of your subconscious and harness its power!** Join us for an eye-opening lecture where the speaker will break down complex ideas in a clear and practical way. You’ll gain insights into: ✅ The true definition of the subconscious ✅ How it generates unwanted emotions ✅ Its real purpose and function ✅ What determines the pressure it exerts on you And the most important topic: **How do you take control of your subconscious!** But this isn’t just another lecture where you sit and listen passively. It’s interactive and engaging—you can ask questions at any time. 📅 Reserve your spot now! Seats are limited, so don’t wait too long to sign up. Location: 1266 Dublin Rd, Columbus, OH 43215 Hosted by the Hubbard Dianetics Foundation

Builders, creators, architects, admins, consultants - come one, come all. This one's for you. We're bringing a little friendly competition to the Columbus ServiceNow community while highlighting the cool things people have built on the platform. Five presenters will take the stage to showcase something they've built, solved, designed, or imagined on the ServiceNow platform - and a panel of judges (plus YOU, our amazing audience) will score them live. So basically, America's Got Talent but make it ServiceNow's Got Talent. Bring a notepad if you'd like 'cause you'll definitely be learning something new. Each presenter gets 10 minutes max to wow the crowd with: • A demo • A real-world business solution • A bold idea • A UX transformation • Or a creative use of the platform Judging Criteria: 🏆 Business Value 🚀 Innovation ✨ User Experience This event is about celebrating ideas, sharing knowledge, and showing how ServiceNow can drive both business impact and meaningful user value. Come learn. Come support. Come get inspired. Refreshments and bites will be provided. And maybe next time… you’ll be on stage.

**💥 Join us THIS Saturday and EVERY Saturday!** **💥 At Columbus’ Hottest New Salsa Venue!** **.** Lincoln Street Salsa THIS Saturday and EVERY Saturday! 8 pm – 1 am **.** **💥 Gorgeously Renovated Studio!** **💥 Free Parking!** **💥 BYOB!** **💥 Easy Access from Highway!** **.** Lincoln Street Salsa 1717 Brice Rd Reynoldsburg, Ohio 43215 **.** **ENTRANCE IS ON THE NORTH SIDE OF THE BUILDING** **Behind Anthony’s Pharmacy!** **.** **PLEASE SHARE and help get the word out!** **.** **🟣 Salsa, Bachata, and Merengue Dancing!** **.** **🟣** 8:00 pm – 8:30 pm **𝗥𝗲𝗴𝗶𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻** **.** **🟣** 8:30 pm – 9:30 pm **𝗕𝗲𝗴𝗶𝗻𝗻𝗲𝗿 𝗗𝗮𝗻𝗰𝗲 Class!** **.** **🟣** 9:30 pm – 1 am **𝗢𝗽𝗲𝗻 𝗗𝗮𝗻𝗰𝗲 𝗣𝗮𝗿𝘁𝘆!** **.** **✅ Questions?** **Visit [LincolnStreetSalsa.com](https://columbussalsadancing.com/)** Or Text Todd: 614-774-8146 **.** **✅ No Experience Necessary!** **✅ No Partner Required!** **✅ Plenty of People to Dance With!** **.** **✅ $15 Cash / $16 Card** **✅ College Students $5 Off with Valid ID!** **✅ BYOB** **✅ Age 18+** **.** **✅ Lincoln Street Salsa is the perfect place for…** **.** **👉 Learning to Dance** **👉** Social Dancing **👉 Birthday Celebration** **👉** Bachelorette Parties **👉 Girl’s Night Out** **👉 Date Night** **👉** Getting Fit / Burning Calories **👉 Meeting New People** **👉** Having Fun, Fun, Fun! **.** ✅ **Questions?** Visit [LincolnStreetSalsa.com](https://columbussalsadancing.com/ "https://columbussalsadancing.com/") Or Text Todd: 614-774-8146 .

**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 **Abstract** Web Forms gave .NET developers a powerful abstraction for building reusable UI controls long before design systems were a thing. Web Components finally bring that same idea to the browser natively. This session explores how the Web Forms mindset translates into Custom Elements, Shadow DOM, and HTML templates. We’ll examine how Web Components enable design systems that work across frameworks, how they differ from server‑driven controls, and why they’re becoming a foundational layer for modern UI. Whether you’re maintaining legacy apps or building greenfield projects, you’ll leave with a practical understanding of how to apply familiar patterns in a modern, standards‑based way. **YouTube Link** TBA

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**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: Type Annotations with John Cassidy We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com