System on Chip

**Agentic SDLC** Software delivery is entering its next phase—one where the SDLC doesn’t just execute, it collaborates. Agentic SDLC brings AI out of the sidelines and embeds it across every phase of the lifecycle—from planning and coding to testing, deployment, and operations. These aren’t passive tools waiting for prompts—they’re proactive teammates that anticipate needs, automate repetitive work, surface risks early, and keep delivery flowing. In this session, we’ll explore how intelligent agents are reshaping the entire SDLC. Think beyond code completion: agents that refine backlog items, generate and review pull requests, create meaningful tests, enforce standards, flag risks before they become incidents, and even monitor production with context. We’ll walk through real-world scenarios and practical implementations showing how teams are using agentic approaches to boost productivity, improve code quality, and accelerate delivery—without sacrificing control or flexibility. You’ll also see how this can be done across a diverse ecosystem of tools and platforms—cloud or on-prem, open-source or commercial—so you can adopt what works best for your environment. Whether you’re a developer, tester, architect, or team lead, you’ll leave with concrete patterns and ideas to evolve your SDLC into a smarter, more adaptive system—where AI doesn’t replace the team, but makes every part of it stronger. **Speaker: Max Yermakhanov** *DevOps guy, Automagically* A passionate and forward-thinking DevOps guy, Max brings over 20+ years of experience helping organizations modernize how they build and deliver software. As a Senior DevOps consultant, he partners with clients across public and private sectors to implement scalable infrastructure, continuous delivery practices, and—more recently—AI-augmented development workflows. With a Master’s degree in Computer Science and a deep appreciation for the craft of software development, Max blends hands-on technical expertise with a practical, results-driven mindset. He’s also a self-proclaimed “dilettante librarian,” holding a Master’s in Library and Information Science—fueling his curiosity and love for organizing complex systems. Known for his collaborative approach and relentless problem-solving, Max brings energy, clarity, and a touch of humor to every challenge. A lifelong learner, he’s especially passionate about helping teams embrace emerging paradigms like Agentic SDLC—where humans and AI work together to build better software, faster. **Schedule:** 6:00 - 6:30 - Meet 'n Greet with Pizza and Pop 6:30 - 6:45 - Introduction and Welcome 6:45 - 7:45 - Main Presentation 7:45 - 8:00 - Closing and Prize Draw (You're not going to want to miss this prize!!) 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** Room 204 in the Hazel McCallion Central Library. 2nd Level. **Parking** There is a parking garage under the library. Parking is free from 6PM on.

Weekly practice at Sunnyside. Bring a towel and change of clothes. Paddles and lifejackets provided. The listed start time is when the boat leaves the dock. Please allow plenty of time beforehand for traffic delays, getting changed, and warming up.

**This is a ticketed event. Please register at [this link](https://luma.com/gprawfks).** In this talk, Sheikh Abdur Raheem Ali: 1) Discusses rare cases where deployed LLMs have been observed to engage in self-directed behavior which would have led to catastrophic outcomes if the agent escaping containment were equipped with stronger capabilities. 2) Introduces arbitrium, a peptide-based communication method used by certain bacteriophages which release small molecules known as autoinducers to decide coordinated population-level behavior, and in particular lytic and lysogenic pathways, with a quorum-sensing mechanism. 3) Explores landmark results from alignment science which inform our current understanding of LLM biology (<250 malicious documents required to poison training datasets vs <100 viral particles required to produce infection in humans). 4) Analyzes early findings from experiments which attempt to investigate scalable improvements to defenses that monitor the internal activations of production transformer models (such as probes) and demonstrates how these enable targeted interventions on known distributions which are more difficult to achieve with input/output only methods (such as prompted classifiers) in certain cases (such as long context windows or latent reasoning models) ​​​**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).

The playbook for AI agent integration is becoming predictable: build an MCP server, expose your APIs as tools, and define the rules in prompts. That approach works, but it often pushes workflow and guardrails into client-side logic, where they are harder to enforce and easier to bypass. This talk presents a different approach. HATEOAS (Hypermedia As The Engine Of Application State)—a largely overlooked part of REST—allows an API to describe allowed actions and constraints at runtime. That makes it a natural fit for agents, which need clear, machine-readable guidance about what they can safely do next. We’ll show this in action with MoneyMate, an AI agent that performs sensitive operations such as money transfers. Using the Spring HATEOAS project, the agent is guided entirely by the API rather than by hardcoded tools or fragile prompt logic. AI hype aside, this is ultimately a talk about architectural validation. For years, HATEOAS was the hill REST purists loved to die on—complete with finger-wagging about “doing REST correctly”—while everyone else quietly shipped simple JSON and moved on. It turns out the purists weren’t wrong—just 20 years early. Come see why that extra structure finally pays off when your client is an LLM. **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** Adib Saikali is a distinguished engineer at Tanzu by Broadcom, focused on helping Tanzu’s largest customers design and build cloud native applications and platforms using Spring and Kubernetes. Adib is the author of Securing Cloud Applications a book that teaches application developers the fundamental security technologies and protocols required to secure cloud native applications. Over the past 25 years Adib has worked at startups and global enterprises on numerous software systems in a variety of roles, from software developer, architect, agile coach, and CTO. He has developed a 360-degree view of what it takes to build software systems efficiently, and economically.

**Psychic Readings with Andy Li** Unlock powerful insights with Andy Li, a certified and experienced psychic reader. Combining classical psychotherapy, hypnotherapy, professional tarot readings, business/family constellations, and ancient rituals, Andy offers professional guidance and solutions tailored to your needs. **Services and Pricing:** - **30 min** – 75 cad Session inculdes advanced reading + personal family constellation + additional energy and homeopathy support during 2 weeks. Full session - *60 min* – 150 cad Session includes everything that is in brief session plus advanced imagerial therapy and homeopathy support of inner parts of the soul. Express Session online - is free. To get it you need to - briefly explain your request - send the drawing of you and your request and - get your express reading in text format. Special Promo: Free donation express readings is available in online format. **Available Online and Offline in Toronto.** **Weekly Offline Sessions:** Join us every Thursday at 8:30 PM at the Toronto Music Garden for an enlightening experience. Bring a seat for comfort as we'll be on the grass. **TAROT READINGS @ Music Garden** ### Discover Clarity and Insight **Experience Professional Readings:** - **Tarot Reading**: Gain valuable hints for your goals and situations. - **Scandinavian Runes Reading**: Tap into ancient Norse traditions for guidance. - **Family Constellations**: Resolve family issues and understand deeper dynamics. - **Business Constellations**: Unlock your professional potential and clarity. **Why Attend?** - **Personalized Guidance**: Receive tailored insights for any issue or question. - **Flexible Contributions**: Free participation with a video testimonial or a recommended donation of $10 CAD for 10 minutes of reading. **Event Details:** - 📅 **When:** Every Thursday, 8:30 PM - 📍 **Where:** Music Garden (detailed location provided upon registration) - **Online Readings Available**: Join from the comfort of your home. **How to Participate:** - **Pre-Registration Required**: Secure your spot by registering at least one day before the event. - **Easy Registration**: Send a message to WhatsApp to reserve your place at 437-606-6502. 🔗 [Register Now](https://wa.me/%2B380934788827) Don’t miss this chance to gain valuable insights and enhance your well-being. Reserve your spot today and embark on a journey of self-discovery and transformation! **Details & Testimonials:** [PsiTrends.com](http://www.psitrends.com) --- **About Andy Li** Certified Professional Psychic Reader: - **Hypnotherapist** - **Psychologist** - **Instructor of Family Constellations** - **Instructor of Business Constellations** - **Master Teacher of Runic Reiki, Tantra Reiki, and Kundalini Reiki** - **Magister and Grand-Magister of Egyptian Temple Magic and Greek Mysteries** - **President of the Academy of Temple Arts**

**Hands-on. Real-world. Team-based. AWS JAM is here!** Join us for an exciting evening of cloud-powered challenges at our **AWS JAM Session**, hosted during the **AWS User Group Toronto** April meetup. This interactive session will challenge individuals and teams to solve **real-world, open-ended problems using AWS services.** Whether you're a seasoned AWS builder or just getting started, JAM sessions offer a collaborative and gamified environment to learn, compete, and grow your cloud skills. *** ### **What to Expect:** * Hands-on problem-solving * Team-based format – form your squad onsite * friendly competition * Swag & prizes for top performers * Networking with AWS experts and cloud enthusiasts ### **What You’ll Need:** * Laptop with Wi-Fi access * AWS account (will be provided) * Curious mindset and collaborative spirit! ### **Date and Time:** **-> Thursday, April 30, 2026** **-> 5:30 PM – 7:30 PM EDT** *** ### **Location:** **AWS Office ;** Floor 47 - 40 King St W, Toronto, ON M5H 1H1 ### **Venue Note:** We’re hosting this at the **AWS Toronto Office**, So please RSVP early and update your status if your plans change. **Let’s JAM and build something awesome together! 💥**

*To join this event, you must be able to speak full sentences in Mandarin. This event is for those wanting to practice Mandarin and/or English. Here, you can chat with others and play board games in either language to improve your linguistic skills. Feel free to join our WeChat group during the event, as it is the best way to stay connected with us. If you have any questions, leave a comment on this event page. ＜中文版＞ 此活动是以聊天和玩桌游练习中文或英文，等级不限，平时有6-10位参加者。此活动微信群可在活动中加入，互相学习，天天向上。 如果您有任何疑问，请随时在活动页上留言或联系主持人

Let’s do some coding together at a cafe! No more working alone in the weekend. Here, we write code together. And I mean together together. Not occupying-the-same-space-but-separate together. Here’s how it works: Jennifer brings her mobile app project, tells everyone that it is like Pinterest for recipes and she’d like to work on the nav bar. Paul and Chloe think Jennifer's project is fascinating, and they join the group. They gather around Jennifer’s laptop and work on the nav bar for 2 hours. Jennifer is the one typing out the code while Paul and Chloe research, brainstorm, and offer suggestions. If you’re feeling stuck on your own project or need a motivation boost, bring it to mob programming! Want to learn by watching how others code and solve problems? Join someone else’s project at this event! Oh and we love your half-done projects that you are a bit embarrassed to share. Absolutely bring those to the event! **Discord**: We use Discord to share screen & code snippets during the event. Also feel free to share your projects here before the event! https://discord.gg/xwjDdVSw3E **Event policy**: * We have 0 tolerance for harassment. * We don’t allow the projects that are not meant to be shared in public such as school assignments, interview tasks, or trade secrets. * The goal is to write code. We discourage you from pitching business ideas here, doing code reviews, or spending the whole event on planning what to do. * Please buy a drink, and tip the barista well.

⚠️日本語の案内は下にあります⚠️ ⚠️한국어 안내는 하단을 참고해주세요!⚠️ ⚠️中文用户请向下滚动⚠️ CAS Family, thank you as always for being part of this community! This time we’re hosting a special edition event — a Hanami picnic at High Park 🌸 Let’s enjoy the cherry blossom season together, relax, chat, and spend a beautiful spring day with everyone🫶 Let’s make a lovely spring memory together with the CAS Family ☘️ 🎟️Fee : Free✨ 🧳What to Bring • Snacks or drinks if you’d like to share • A picnic mat or blanket if you have one We will bring a large picnic sheet, but extra blankets are always welcome. 🙏 For recreational games, balls, playing cards, frisbees, and more will be provided. ⚽🃏 📍Meeting Point High Park The exact meeting location will be shared only with registered participants. It will be announced at least one hour before the event starts🌸 ☂️Rain Plan If it rains, the event will be cancelled or postponed We will announce the decision at least three days before the event. CAS Familyの皆様へ♡ いつもご愛好ありがとうございます！ ついに長い冬が明けると共に お花見イベントを開催することになりました🌸 🎟️料金: 無料✨ 🧳持ち物 特大レジャーシート、ボール、トランプ、ボードゲーム、フリスビー、縄跳び等ご用意いたしております🫶 ご自身用のスナックや飲み物、レジャーシートの持ち物大歓迎です🙏 📍集合場所 詳しい場所は集合前1時間までにアナウンスいたします。サインアップしてる方のみへの公開です！ ☂️雨天時 中止 or 延期 イベント3日前までにお知らせします 늘 CAS 이벤트에 참석해주셔서 감사드립니다. 봄을 맞아 특별한 이벤트를 개최하게 되었습니다! High Park에서 벚꽃놀이를 즐겨보시는 건 어떠신가요? 🌸 다가오는 봄을 느끼며 즐겁게 대화하며 쉴 수 있는 편안한 시간을 준비했습니다 🫶 CAS와 함께 소중한 추억을 만드실 수 있길 바랍니다 🍀 🎟️ 참가비: 무료 🧳준비물 (선택 사항) 간단한 간식거리 피크닉용 돗자리 커다란 돗자리 하나를 제공해드릴 예정입니다만 여분의 돗자리가 있으시다면 가져와주시면 감사하겠습니다 🙏 카드게임이나 원반 던지기등 다양한 게임이 준비될 예정입니다 ⚽️🃏 📍위치 High Park 정확한 위치는 이벤트 시작 한시간 전에 참가자분들께 안내해드리도록 하겠습니다🌸 ☂️날씨 관련 우천시에는 이벤트가 미뤄지거나 취소될 예정입니다. 최소 3일전에 안내해드리도록 하겠습니다. 🎟️费用：免费✨ 🧳携带物品 • 如果你愿意分享，可以带一些零食或饮料 • 如果有的话，可以带一块野餐垫或毯子 我们会准备一张大的野餐垫，但欢迎大家自带额外的毯子。🙏 同时也会提供一些娱乐活动用品，例如球类、扑克牌、飞盘等。⚽🃏 📍集合地点 High Park 具体集合位置仅会分享给已报名的参加者，并会在活动开始前至少一小时公布🌸 ☂️下雨安排 如果下雨，活动将会取消或延期。 我们会在活动开始前至少三天公布决定。

한국어는 아래를 참조하세요! A warm welcome to CanAsian Station’s In-Person English x Korean Meetup! A weekly event where we invite you to enjoy sharing language and culture with each other. *Beginners are welcome, what’s important is you’re willing to learn! - Short on ideas? Fear not! We provide new topics each week ,also doubling as study material! Our participation fee is **$5 per event**. All fees are to be E-transferred to canasianstation@gmail.com We also accept payment in cash, but please be advised that E-Transfers are preferred. Looking very forward to meeting and sharing with you all! 😊 📍Location: Go to the food court downstairs. ⚠️ [Notice] Booking & Tardiness Policy We do not accept walk-ins. Please ensure you sign up in advance. We do not accept members who are more than 30 minutes late. Please be on time. No refunds will be provided for tardiness or no-shows. CanAsian Station의 대면 영어 x 한국어 만남에 오신 것을 환영합니다! 매주 열리는 행사로, 여러분이 서로의 언어와 문화를 나누며 즐길 수 있는 자리를 마련합니다. 초보자도 환영합니다! 중요한 것은 배우고자 하는 마음입니다. 아이디어가 부족하다면 걱정 마세요! 매주 새로운 주제를 제공하며, 그 주제들은 학습 자료로도 활용됩니다! 참가비는 **행사당 5달러**입니다. 모든 요금은 canasianstation@gmail.com으로 E-Transfer를 통해 송금해주세요. 현금 결제도 가능합니다만, E-Transfer를 선호합니다. 여러분과 만나고, 함께 나누게 될 것을 기대하고 환영합니다!😊 📍장소: 지하에 있는 푸드 코트로 와주시길 바랍니다 ⚠️ [필독] 예약 및 지각 관련 규정 안내 현장 접수 불가 (No Walk-ins) 사전 예약 없이 방문하실 경우 참여가 불가능합니다. 반드시 미리 신청해 주세요. 30분 이상 지각 시 입장 제한 (30-Minute Late Limit) 모임 시작 후 30분 넘게 늦으시는 분은 참여하실 수 없습니다. 시간을 엄수해 주세요. 지각이나 당일 불참(노쇼)으로 인한 환불은 불가합니다.

🚨👉 To RSVP for this event, head to our [Luma event page](https://luma.com/3ea6eq1s). RSVPs are intentionally closed on Meetup.👈🚨 https://luma.com/3ea6eq1s Join us for a welcoming and inclusive coffee meetup where women and non-binary folks in tech can connect, share experiences, and build community in a relaxed setting. **May Topic:** TBD Whether you're an industry veteran or just getting started, everyone is welcome! **FREE ENTRY** – However, please support the café by purchasing a drink or snack while attending. **Location:** Prema Coffee and Bar, 35 McCaul St #110, Toronto, ON M5T 1V7 **Time:** 11:00 AM – 1:00 PM **Schedule:** 11:00 AM – 11:30 AM → Arrive, grab a drink/snack, socialize 11:30 AM – 1:00 PM → Group discussion, paired chats & activities **Important Notes for RSVPs** We’re introducing a few questions when you RSVP to help us manage space and ensure an inclusive environment: **This is a space created to support people who are underrepresented in tech.** We ask **cisgender men** (men who were assigned male at birth and identify as male) to respect this and not attend. **To manage limited space, we track no-shows for all Code Diversity events.** If you RSVP and miss two events, you’ll be waitlisted for future events. Please update your RSVP at least 24 hours in advance if you can’t attend. **Photography & Video Disclaimer:** By attending this event, you acknowledge and agree that photographs and/or video recordings may be taken. These may be used for promotional purposes, including social media, websites, and other marketing materials. If you do not wish to be photographed or recorded, please inform the event organizer upon arrival. **Organized by TechTank** Let’s continue fostering diversity, inclusion, and innovation in tech—this month and beyond! **Join our vibrant community for the latest updates and continued discussions:** [https://linktr.ee/techtankto](https://linktr.ee/techtankto)

[Summary] This meetup is for those who are interested in code, web development, design, cloud, or AI. All levels are welcome, so feel free to bring your laptop and discuss what you are working on or what you are learning. You can share your projects and ideas with other participants freely. There are outlets and WiFi, drinks are about $5 for tea, they take card only. [Price] Attendance is FREE. But you need to buy something from the venue. [Policies] \- We do not tolerate harassment of our members \- We remind users that that this meetup is intended for networking and hobby development\, and any attempts at using this meetup event as a dating platform will not be not be tolerated Further information: https://torontostack.exchange/

It feels like we just saw each other 🤷. Join members of the local design and UX community for our monthly breakfast. For May we’re stopping in for Rooh’s popup breakfast/cafe concept. You know someone is getting the lobster yuzu croissant, and that’s not even the prettiest thing on the menu!.

In this local meeting, you will discover knowledge that you can use to get over the past. The key to improving your personal motivation, self-confidence, and happiness is to get over your painful memories. When you become free of your past, you will be free from stress, anger, anxiety and depression. Studies show that negative emotions can affect your health. By being free of negative emotions, believe it or not, you will most likely even look younger, feel more energetic, and become healthier! Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This group is brought to you by the Dianetics and Scientology life improvement center.

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/

WQC has weekly Thursday night social nights at the Westerville Java Central. Come and grab a coffee and connect with the community: low stakes, chill environment, and tasty drinks. No registration is required; come as you are.

FREE event [https://www.ccad.edu/chroma](https://www.ccad.edu/chroma) Friday, May 15, 3–7 p.m. CCAD campus, 60 Cleveland Ave, Columbus, OH Join Columbus College of Art & Design for *2025* *Chroma: Best of CCAD*, our annual campuswide exhibition showcasing outstanding student work from across the college’s academic programs. This faculty-juried show features select work from CCAD students of all class years, and is a can’t-miss end-of-year campus celebration recognizing their tremendous achievements. It’ll be a night of fun and entertainment, with interactive games, animation and film screenings, art symposiums, poetry and prose readings, and more (along with some of the best local food trucks). *Chroma* is free and open to all. Many exhibitions including... **Game Art & Design:** **DSB, first floor, Welcome Center lobby and Room 115**

Connected Westerville Night of Networking flips the script on networking, with surprises and connections that'll make you say, "Who knew networking could be this much fun?!"

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.