Atlassian

\*These classes are not a language exchange, but instead are meant to be a step in between so that students feel confident maintaining in depth and grammatically correct oral conversations outside of class\* \***Meetup event numbers only tend to show new students registering and do not include returning students attending class.** **Per class, there is an average of 7 students.** The first 2 classes are free and then only cost between $15 and $35 depending on which type of class you want to continue with\* These French, English (For Spanish and French speakers only), and Spanish classes are primarily meant for adults who are travellers, or who are planning to live in a French, English, or Spanish-speaking country. The classes are primarily oral-based through guided conversations. They will teach you how to handle conversations in situations such as **"Going to the Convenience Store"**, **"Making Plans"**, **"Negotiating Prices"**, and **"Going out for a Drink"**. To ensure that students get used to using the language automatically, students will learn to maintain contextual conversations with timing before moving on to the next lesson. Call (647)787-9953, e-mail us info@monkeylingo.ca, or visit monkeylingo.ca for more information! **Online and private classes are also available!** No other language classes are as conversational as these ones. We guarantee it! Cheap parking can be found using the "Spot Hero" app.

**​The Test Tribe 11th Toronto Meetup** ​ Agentic, generative, and evocative AI is no longer a passing trend-it’s reshaping how software is built, delivered, and trusted. As AI systems become more autonomous, opaque, and influential, the risks extend far beyond bugs and failures. They reach into ethics, bias, accountability, and societal trust. ​In this powerful and provocative keynote, Robert Sabourin challenges testers to rethink their role in an AI-driven world. Testing is no longer just a technical activity-it is an act of social responsibility. As guardians of risk, uncertainty, and quality, testers are uniquely positioned to protect not just products, but people and institutions. ​This is not a talk about fear-it’s a wake-up call, and an invitation to rise. ## ​Event Details ​📅 Date: 4th February 2026 (Wednesday) 🕕 Time: 6:00 PM – 9:00 PM EST 🏢 Location: 125 E Liberty St, Toronto 🗺️ Google Maps:[ https://maps.app.goo.gl/mwJf4zRSkXQa2v9w5](https://maps.app.goo.gl/mwJf4zRSkXQa2v9w5) ## ​Session: Test Transcendence and the AI Apocalypse ​Speaker: Robert Sabourin ## ​About the Session ​AI is redefining what we mean by *products*, *services*, and even *decision-making itself*. Its promise of speed and intelligence is intoxicating-but beneath it lies a rapidly growing landscape of risk. ​In this keynote, Robert Sabourin explores how software testing becomes a critical line of defense in an era where autonomy, bias, and opacity threaten trust itself. Drawing from decades of real-world experience, Rob brings these ideas to life through compelling stories, case studies, and pragmatic strategies for testing agentic and generative AI systems. ​This is a high-energy, reality-grounded session that goes beyond tools and techniques. It’s about purpose. ​As AI systems grow more powerful, testers must transcend traditional roles. The future demands professionals who can model risk, navigate uncertainty, and communicate value to leaders, regulators, and society at large. ​The apocalypse is not a prophecy-it’s a call to action. ## ​Key Takeaways * ​Understand how AI is redefining risk, quality, and assurance in modern socio-technical systems * ​Recognize the ethical and social responsibility of testing in an AI-driven world * ​Learn concrete strategies for testing agentic and generative AI responsibly * ​Discover how testers can evolve from defect finders to trusted advisors and change agents * ​Leave inspired by decades of practical wisdom-and the belief that testing can truly make a positive impact ## ​About the Speaker ​Robert Sabourin has over four decades of experience in software engineering and testing. A globally respected educator, consultant, and keynote speaker, Rob is known for his energetic, story-driven, and deeply thought-provoking presentations. ​He bridges technical excellence with human insight, helping teams around the world elevate quality, accountability, and trust in the software systems that increasingly shape our lives. His work consistently challenges professionals to think bigger-not just about systems, but about their responsibility to society. ## ​Why You Should Attend * ​Gain a rare, big-picture perspective on AI, risk, and trust * ​Learn how testing intersects with ethics, governance, and societal impact * ​Be inspired to elevate your role in an AI-first world * ​Hear from one of the most respected voices in global testing * ​Connect with Toronto’s QA and tech community at the 11th Toronto Meetup ## ​About The Test Tribe ​The Test Tribe is the world’s largest software testing community, empowering testers globally since 2018. With 700+ events and 150K+ members across 130+ countries, we bring testers together to learn, grow, and connect through meetups, conferences, cohorts, masterclasses, and more. ​By RSVPing, you agree to our Terms and Conditions and Privacy Policy and consent to be contacted by The Test Tribe and our event partners.

PLEASE CONTACT Jason at 905-308-4100 FOR DETAILS.

SYSTEM HOUSE OPEN DECKS! This Sunday Feb 8th at the Raven we’re giving back to the community with an open decks 2pm to 10pm for our local house artists! With the system label launching soon and our new venture into house curation, we want to find the local house artists that would be a great fit to spin at our house events and the talented house producers who can release on our label! All types of house welcome: progressive house, deep minimal tech, bass house, tech house, deep house, any type of house! Entry will be free for anyone attending and any DJ can apply via the link in our bio to be selected to perform at the Raven for the event. All sets will be recorded, both audio and video, with an option for professional media. Best sets will be posted on system socials(IG, TT, YT, SC etc) with the DJs permission for maximum exposure! Please note that the venue did not come free to us so we’ll have a sign up fee to cover costs. It is time to grow our local jhouse talent and give everyone a chance to spin at our favourite venue with modern equipment: 2 CDJ 3000s, an A9 mixer and a brand new RMX IGNITE! Proud to run this event with our partners [@portfolio.sessions](https://www.instagram.com/portfolio.sessions/) [@bnbhurtspodcast](https://www.instagram.com/bnbhurtspodcast/) [@ravengalleryto](https://www.instagram.com/ravengalleryto/)

Play some beach and meet cool people

This time we’re heading to **Kitchen on Sixth** for some authentic British comfort food and great conversation in their cozy, rustic dining room. Here’s what to expect 👇 * We will start at **6:00 PM** on **February 4th** to settle in and order dinner together. * This is a relaxed social evening—perfect for meeting new people over a great meal. * You can check out their menu here 👇 **[https://www.kitchenonsixth.com/menu](https://www.kitchenonsixth.com/menu)** **[Menu 2](https://maps.app.goo.gl/bg5qWfYT8dUxp9u66)** * Everyone pays for their own meal. I have confirmed they are happy to provide **separate bills**. They would add gratuity automatically for large group like ours. * If you have specific allergies or dietary needs, please call the restaurant directly to confirm they can accommodate you. * If your plans change, please cancel at least a day before so we can adjust the reservation with the venue. * Limited to **8 seats** this time to keep the conversation easy and engaging. This is a casual, social evening—come by, meet new people, and enjoy some "fancier" pub grub and good company.

SPEAK WITH CONFIDENCE! If you’re interested in improving your public speaking and leadership skills at an entertaining, educational and inspirational meeting, please visit us … it’s free! We meet weekly on Wednesday evenings. The location or link will be sent to those who confirm attendance. Brainwave Speakers Toastmasters club is a place where strangers become friends, where new ideas and experiences are shared. With a wide variety of ages, backgrounds and experiences, our members are an interesting and diverse group. Regardless of whether you are a professional, student, stay at home parent, job seeker or a retiree, you will find something of value at Brainwave Speakers Toastmasters club. Please feel welcome to visit us! Contact our Vice President of Membership at karen.goodyear333@gmail.com for details.

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/Da9fZFxPfs **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.

Welcome to the most personalized small-group strength class in the city—designed for people who want to lift with confidence, fix nagging pain, and feel strong for life. Whether you've: 
👉 Hurt your back deadlifting
👉 Felt intimidated or insecure in the weight room
👉 Struggled with poor posture, stiff hips, or low energy from sitting at a desk all day
👉 Tried group fitness but felt lost in the crowd... This class was built for you. We work in small groups only so you get individualized attention, coaching on perfect form, and progressive programming that actually delivers results. You’ll learn how to lift safely, move pain-free, and build a body that feels strong, mobile, and injury-resistant—even if you’re a complete beginner. Perfect for: 
✔️ Desk workers and professionals with high-stress, long-hour jobs
✔️ Anyone with low back, hip, shoulder, or knee issues
✔️ People who want to overcome gym anxiety and finally feel at home lifting weights
✔️ Beginners or returners looking to build a solid foundation We train in 6-week progressive blocks, focusing on technique, strength, mobility, and injury prevention. Every movement is coached and adjusted based on your body’s needs. We work with your injuries—not around them. BONUS: Nutritional support is available if you’re ready to dial in your recovery, energy, and fat loss goals. 💡 Details: * First class is FREE to try * Classes are $40 each (packages available) * Spots are very limited — this is an exclusive, high-touch experience * Attend 1–2x/week for best results * DM us for a special first-timer offer (limited to new members only) You don’t need to be fit to start—you just need to start.
Let’s help you move through life stronger, more energized, and pain-free.

**Book Tickets on Eventbrite** **[Ticket Link](https://www.eventbrite.ca/e/south-asian-singles-mixer-toronto-valentine-edition-ages-25-40-tickets-1979108631192?aff=meetup)** ## Valentine’s Evening for Singles This Valentine’s season, step into an elegant social experience designed for singles who value meaningful conversations, refined settings, and effortless connections. This is **not** a speed-dating event. There are no timers, no forced pairings, and no pressure. Just great energy, guided social moments, and plenty of time to mingle naturally. ### **Mixer Entry Criteria — Who This Event is For** To attend, you must meet at least **3 of** the following: * Earning at least $75K annually * Seeking a serious, long-term relationship * Hold a university or college degree/diploma * Fluent in English and enjoy engaging in conversations * Socially confident, with experience in meaningful relationships ## Dress Code: Formal Attire Dress to impress — polished, confident, and date-ready. **Men:** Dress shirt with slacks or dark denim, dress shoes (blazer optional) **Women:** Winter dress, pantsuit, chic top with slacks, or a formal jumpsuit with heels, boots, or dressy flats ## Event Schedule ### **6:00 – 7:00 PM \| Welcome & Icebreaker** Arrive, grab your drink, and settle into the evening. We’ll start with a light, fun icebreaker game (**Never Have I Ever**) to break the ice and get conversations flowing — relaxed, playful, and pressure-free. ### **7:00 – 9:00 PM \| Open Mingling & Conversations** Enjoy open mingling in a warm, elevated atmosphere. Move at your own pace, meet new people organically, and connect through real conversations. Our experienced hosts will be present throughout the evening to: * Help spark conversations * Make introductions if needed * Ensure a smooth, welcoming experience for everyone No scripts. No awkward moments. Just a genuine connection. ## Coming Solo? Perfect. Most people do. Coming alone is part of the experience — you’ll feel welcomed from the moment you walk in. Want backup? Bring a friend for moral support (even if they’re not single). **Support Ticket (Non-Singles)** Friends joining for vibes only will get a different-colored wristband and enjoy the social atmosphere without joining singles-only moments. Think *wingperson energy*, not third-wheel awkwardness 😉 ## A Curated Experience While this is not a formal matchmaking event, select guests may be invited to explore deeper connections with our team following the evening. Every detail has been thoughtfully designed to create a relaxed, elegant, and enjoyable Valentine’s night. 📲 **Follow us on Instagram: @[southasiansocials](https://www.instagram.com/southasiansocials/ "https://www.instagram.com/southasiansocials/")** Limited spots available. Dress well. Show up open-minded. Let the night unfold.

～English description below～ イベント参加費として、日本人の方(日本で生まれ育ち、現在英語を勉強している方)は$2、日本人以外の方(日本語を勉強している方)は$5頂いております。 皆さんから頂いたお金は、こちらのサイトの維持費や将来のランゲージエクスチェンジ施設利用料やソーシャルイベント等のために使われます。ご理解の程、よろしくお願いいたします。 予約受付開始：土曜日5:00PM(前イベント終了後) 予約取消締切：土曜日12:30PM(当日) 予約受付締切：土曜日1:30PM(当日) スケジュール 5.15 PM - 5:30PM - チェックイン、グループ分け 5:30 PM - 6:15PM - 日本語の時間［または英語の時間］ 6:15PM - 7:00 PM - 英語の時間［または日本語の時間］ イベント内容 ・対面でのLanguage Exchangeを再開しています！参加者のレベルに応じて、事前にオーガナイザーが3〜4名のグループをつくり、そのメンバーで各45分間、それぞれ英語と日本語でセッションを行なっていただきます。決まったディスカッショントピックなどはございませんので、気軽にフリートークや質問をしながらそれぞれのセッションを楽しんでいただければと思います。 ・体調が優れない方、あるいはここ数日中に体調が優れない人との接触があった方は、申し訳ありませんが参加をお控え願います。 開催場所：Atrium フードコート 地下鉄Dundas駅と直結していますが、多少分かりにくいため、特に初めて参加される方は次の方法で来れることをおすすめします。 Dundas駅から地上に出ていただき、Dunsas Streetを西にまっすぐ3分ほど歩いていただきます。 Bay Streetとの交差点北東角にある階段を降りてください。 階段を降りた場所にある入り口から入ったところがフードコートですので、そちらでTJEXのサインボードを持ったオーガナイザーにお声がけください。(わからなければメッセージをお願いします！) 予約規約（⚠️重要） ・当日の不参加、もしくは15分以上の遅刻(5:45PM以降)、また予約取消締切後の変更(13:00以降)は原則不参加(No-Show)とみなします。不参加(No-show)が3回になりますと会員登録が抹消され、退会となりますのでご注意ください。 ・イベントに遅れそうな場合は必ずオーガナイザーまでメッセージをお願いします。イベント開始時間にいるメンバーでグループを組み直すこともあるので、連絡なしで到着された場合はイベントに参加できない可能性もあります。原則、30分以上遅れての参加はご遠慮いただいております。あらかじめご了承ください。 キャンセル待ち ・満席の場合、”キャンセル待ち”リスト(waiting-list)にご登録いただくことが可能です。“参加予定”リスト（going-list)中に空席が発生した場合は、”キャンセル待ち”への登録が早かった方を優先に、”参加予定”へ移動いただけます。 ※ご注意※ ・空席ができた際は、自動的に”キャンセル待ち”より”参加予定”へ変更されます。この時にMeetupよりお知らせがあるかはわかりません。 ・システムにより自動的に”参加予定”とされ、それに気づかずに参加しなかった場合でも、不参加とみなされますのでご了承ください。 ・上記の理由により、確実に参加できる場合のみ”キャンセル待ち”への登録をお願いします。予定が入ってしまった場合は、”キャンセル待ち”にいる場合も必ずイベント当日の午後1時までに予め”不参加”リストに移動させてください。 質問 こちら (https://www.meetup.com/tjex-ca/pages/1274142/FAQ/)をご参照ください。または、オーガナイザーまでお問い合わせください。 Instagramアカウント @tjex.ca 最新情報やミートアップの様子を掲載しています。 ぜひこちらもフォローお願いします！ _______________________________________ ***Although our group is a non-profit organization, we collect $ 5 per English Speaker for every event. All the proceeds are used to run this website and for social events*** RSVP: RSVP open: 5:00 PM (Saturday after previous event) RSVP cancel deadline: Saturday, 2:00 PM (day of the event) RSVP close: Saturday, 3:00 PM (day of the event) Day of Event: 5:15 PM - 5:30 PM - Check-in and Group placement 5:30 PM - 6:15 PM - Japanese conversation 6:15 PM - 7:00 PM - English conversation Event Description: This is an in-person language exchange! Members are placed into groups of three or four based on their language level. Each 45 minute session consists of friendly casual conversation, and/or informal study. Optional Dinner : After the Language event, we usually go for Dinner. Dinner is optional, you may or may not join the Dinner, it depends on you. However, Dinner is only for Participants that joined on the day of the event. Event Location: Atrium Food Court The food court is directly connected to the Dundas subway station. Leave the subway station and walk west along Dundas Street. At the intersection of Bay Street and Dundas Street, you will find an entrance. Proceed down the escalator. The food court is on the basement floor. Please talk to the organizer with the signboard showing TJEX. (If you can’t find them, please send a message to the organizer.) ⚠️RSVP & Late Policy: If you are unable to join on the day of the event, please change your status from 'going-list' to 'not going-list'. Failure to Not show up will result in 1 No -Show. Also, in case of arriving 15 mins late to the event will result in 1 No-Show. Members are removed from the group after 3 No-Shows. Waiting List: Members can join the waiting-list even if an event is full. When a spot becomes available, we will move you to the going-list. Going List: Only Members on the going-list can participate on the day of the event. Group Instagram - @tjex.ca Feel free to follow us!

\*These classes are not a language exchange, but instead are meant to be a step in between so that students feel confident maintaining in depth and grammatically correct oral conversations outside of class\* \***Meetup event numbers only tend to show new students registering and do not include returning students attending class.** **Per class, there is an average of 7 students.** The first 2 classes are free and then only cost between $18 and $36 depending on which type of class you want to continue with\* These French, English (For Spanish and French speakers only), and Spanish classes are primarily meant for adults who are travellers, or who are planning to live in a French, English, or Spanish-speaking country. The classes are primarily oral-based through guided conversations. They will teach you how to handle conversations in situations such as **"Going to the Convenience Store"**, **"Making Plans"**, **"Negotiating Prices"**, and **"Going out for a Drink"**. To ensure that students get used to using the language automatically, students will learn to maintain contextual conversations with timing before moving on to the next lesson. Call (647)787-9953, e-mail us info@monkeylingo.ca, or visit monkeylingo.ca for more information! **Online and private classes are also available!** No other language classes are as conversational as these ones. We guarantee it! Cheap parking can be found using the "Spot Hero" app.

トロントで日本語と英語の言語交換会を行います！ 参加費は5ドルです！ 申し込みから2日以内に、 e-Transferで$5をshungo.n0405@gmail.com 宛てに送金してください。 e-Transterが使えない場合は、現金での対応も可能ですので、必ずメッセージでお知らせください。 日本語と英語に興味のある人たちを集め、言語交換や新しいコミュニティ作りを行うことを目的としています！英語を学びたい方はぜひご参加ください！ ★こんな方におすすめです！ ・英語を話す練習がしたい方 ・トロントに来たばかりで情報を求めている方 ・友人を作りたい方 イベントの雰囲気は、こちらのInstagramでご確認いただけます https://www.instagram.com/toronto_language?

[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/

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)

### 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/)

Hey! I’m Ron K, and I’m excited to welcome you to Neighborhood Boxing Club. Kickstart your fitness journey with a FREE Beginner Class **Class Schedule** **​** **12:30 - 1:00 PM** **Hand Wrapping & Basics Tutorial** **We’ll start with a step-by-step tutorial on wrapping your hands, followed by tips on stance, footwork, and striking to get you feeling confident.** **1:00 - 1:30 PM** **Beginner Boxing Class** **Dive into a high-energy, 30-minute workout on the heavy bags, where you can practice your moves, release stress, and enjoy a great workout.** **1:30 PM** **Q&A & Membership Overview** **Stick around after class to learn about our membership options and ask any questions to help you continue your boxing journey.** **​This is the perfect opportunity to kickstart your boxing journey, enjoy the energy, and join a supportive community. I’m here to help you every step of the way!** Visit The Following Link To Sign Up [https://www.neighborhoodboxingclub.com/freebeginnersclass](https://www.neighborhoodboxingclub.com/freebeginnersclass "https://www.neighborhoodboxingclub.com/freebeginnersclass")

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!

Ciao a tutt\*! Let's meet Monday at 6.30pm at the **Columbus Public Library (Northside Branch)** in **Meeting Room 3** to speak in Italian for 1 hour. \*Note the change in location this week due to no space the Upper Arlington library.\* Keeping Monday for consistency but we can discuss if there are better days/times/locations! Perhaps we can do two times a week as well. TBD.

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

**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)