Generalized Anxiety Disorder

Stop Babysitting LLMs, Start Shipping. PRs got bigger, not better. Seniors are burning hours on AI bug hunts while *throughput stays flat*. Encode your existing **SDLC** into a gated multi-agent flow so LLMs do the noisy work. Review changes that have already passed **CI**. ## **Swarm Architecture** Encodes a full SDLC loop (**issue** → **spec → plan → PR** → **gate** → **deploy**) in a gated **45-agent swarm** you can explore after the talk. ## **Shift Left** **Mutation-on-diff** and **contract/schema checks** wired into your agentic flow before review. Reduce **review pain** instead of just generating more code. ## **Failure Modes & Guardrails** Hallucinations, reward hacking, process confabulation, and how your architecture catches and fixes them before they reach reviewers. ## **Takeaways** * ✓You'll leave with a working **demo swarm repository** you can clone into your own repos, and a clearer way to decide when to lean on **tokens versus human review**. * ✓For platform and DevEx engineers, tech leads and staff+ developers, and engineering leaders who are tired of wrestling with AI-generated code and **review pain**. * ✓The talk and swarm will be released under **Apache 2.0**. *Come at 5:30 pm have some pizza and chat for a bit. The presentation starts at 6:00 pm.*

Important Register on the [event website](https://www.aicamp.ai/event/eventdetails/W2026021214) (Due to room capacity and building security, you must pre-register at the link for admission) **Description:** Welcome to the AI meetup in Toronto. Join us for deep dive tech talks on AI, GenAI, LLMs and machine learning, food/drink, networking with speakers and fellow developers. **Speakers/Topics:** \- Gleb Otochkin \(Google\) Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: [Submit Topics](https://forms.gle/JkMt91CZRtoJBSFUA) **Sponsors:** We are actively seeking sponsors to support AI developers community. Whether it is by offering venue spaces, providing food, or cash sponsorship. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 10,000+ AI developers in Toronto or 500K+ worldwide.

This is a ticketed event. Please register at [this link](https://luma.com/xb48hned). ​On January 21st, Anthropic released a new "[Claude Constitution](https://www.anthropic.com/constitution)", a document intended to govern the behaviour of their AI model Claude. [Giles Edkins](https://www.linkedin.com/in/giles-edkins/) will explore this new document: what's in it, how it is used in training, and how well Claude's real world behaviour has stacked up against these ideals. ​​​​**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). ​​​​This is part of our weekly \*\*[AI Safety Thursdays ](https://luma.com/trajectory-labs?k=c)\*\*series. Join us in examining questions like: * ​​​​How do we ensure AI systems are aligned with human interests? * ​​​​How do we measure and mitigate potential risks from advanced AI systems? * ​​​​What does safer AI development look like?

Join us this week as a guest to overcome your fear of public speaking and speak with confidence! We hold weekly meetings on Thursday nights to facilitate impromptu speaking, debates, discussions, and prepared speeches to practice our skills and give each other constructive feedback. We are a friendly group of all ages and backgrounds in the GTA, where we help our members and guests in their personal and professional development. We typically meet at the Etobicoke Civic Centre with lots of free visitor parking. You can join us as a guest anytime you want, for as long as you would like, to see what Toastmasters is all about! Come and join us this Thursday to become the best version of you. The theme for this week's meeting is TBD! Join us to practice your improv. speaking skills, debating skills, and to improve your public speaking abilities. If you're interested in attending this meeting, please contact us through our "Contact Us" form on http://goodyeartoastmasters.com/ See you there! ABOUT GOODYEAR TOASTMASTERS \*NOTE\* We are now back in-person at the Etobicoke Civic Centre! Visitor Parking is free. Simply let the Security Person know you're here for a Toastmasters meeting. • Our meetings start at 6:45 PM and lasts for about 2-hours. We suggest you arrive earlier to settle in and network before we begin. • It's free to attend as a guest and you can join us as many times as you would like. For the full access to the Toastmasters Pathways Programme, however, you will need to join as a member and pay a membership fee. • Don't worry about the low attendance numbers on Meetup. Members do not RSVP here. We use the club website instead. Meetup is primarily a place for us to reach out to newcomers such as yourself!

We are kicking off **2026** with a relaxed, in person **a11yTO** social focused on connection, reflection, and conversation. This is a casual evening with no formal presentation and no slides. The goal is simply to bring the community together, reconnect with familiar faces, meet new people, and share experiences from the past year. As part of the evening, we will offer optional mini lightning prompts for anyone who would like to participate. These are short, three minute reflections focused on looking back at 2025. You might share one accessibility win from last year that truly made a difference, or one thing that did not work and what it taught you. Listening is just as welcome as sharing, and there is no need to prepare anything in advance. Whether you are new to accessibility or have been working in the space for years, everyone is welcome. Register at: [https://tickets.a11yto.com/e/33/a11yto-february-social-reflecting-on-our-accessibility-journey-in-2025](https://tickets.a11yto.com/e/33/a11yto-february-social-reflecting-on-our-accessibility-journey-in-2025)

Let's learn Agentic AI! Welcome to our [KSUG.AI Americas](https://us1.ksug.ai) meetup! **Latest promotions** discovered by our community! * **50%** off [Linux Foundation](https://gk.ksug.ai/) EXPIRED, [Get Notified](https://ksug.ai/?notify&ref=meet) for next BIG one! * **20%** off [KubeCon Europe](https://ksug.ai/events/?ref=meet) 2026 using code **KSAI20** * Up to **30%** off popular [Books](https://ksug.ai/books/?ref=meet) and [Events](https://ksug.ai/events/?ref=meet) Stop Babysitting LLMs, Start Shipping. PRs got bigger, not better. Seniors are burning hours on AI bug hunts while *throughput stays flat*. Encode your existing **SDLC** into a gated multi-agent flow so LLMs do the noisy work. Review changes that have already passed **CI**. ## **Swarm Architecture** Encodes a full SDLC loop (**issue** → **spec → plan → PR** → **gate** → **deploy**) in a gated **45-agent swarm** you can explore after the talk. ## **Shift Left** **Mutation-on-diff** and **contract/schema checks** wired into your agentic flow before review. Reduce **review pain** instead of just generating more code. ## **Failure Modes & Guardrails** Hallucinations, reward hacking, process confabulation, and how your architecture catches and fixes them before they reach reviewers. ## **Takeaways** * ✓You'll leave with a working **demo swarm repository** you can clone into your own repos, and a clearer way to decide when to lean on **tokens versus human review**. * ✓For platform and DevEx engineers, tech leads and staff+ developers, and engineering leaders who are tired of wrestling with AI-generated code and **review pain**. * ✓The talk and swarm will be released under **Apache 2.0**. *Come at 5:30 pm have some pizza and chat for a bit. The presentation starts at 6:00 pm.* **Volunteers / Sponsors / Speakers:** [KSUG.AI](https://ksug.ai/?ref=meetup) is actively seeking speakers & sponsors to support our KubeSmart & AI community. Whether it is by offering venue spaces, providing food, or financial support. Sponsors will not only speak at our meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 31,000+ Cloud Native + AI enthusiasts globally. [Volunteering](https://volunteer.ksug.ai/), [Submit Topics](https://speaker.ksug.ai/), [Sponsor Us](https://sponsor.ksug.ai/)! 🚀 **Let's be [kubestrong](https://www.linkedin.com/company/kubestrong/)!** 🎉 Please take a note this event is organized by our peers. We thought it's useful to our members. Join **[#Discord](https://discord.com/invite/Rp9WzYyKua)** for latest update 👉 [https://discord.com/invite/Rp9WzYyKua](https://discord.com/invite/Rp9WzYyKua) 🔖 𝐎𝐧𝐠𝐨𝐢𝐧𝐠 𝐃𝐢𝐬𝐜𝐨𝐮𝐧𝐭𝐬: ☸ **30%** OFF [#CNCF Certs](https://cka.ksug.ai/) \- code **30K8SUG** ☸ **37%** OFF [#KodeKloud plans](https://ksug.ai/kk/?ref=meet) \- code **K8SUGKK** 𝟏𝟖𝟎,𝟎𝟎𝟎+ follow **[KSUG.AI](https://ksug.ai/discount/?ref=meetup)** 🔥 [linktr.ee/ksug.ai](https://linktr.ee/ksug.ai) ✅ Learn 𝐅𝐀𝐒𝐓𝐄𝐑 ⚡ ✅ Certify 𝐒𝐌𝐀𝐑𝐓𝐄𝐑 💰 ✅ Grow 𝐒𝐓𝐑𝐎𝐍𝐆𝐄𝐑 💪 [KSUG.AI - KubeSmart & AI User Group](https://linkedin.com/company/k8sug) *By registering, you consent to the management of your personal information in accordance with KSUG.AI Meetup's [Privacy Policy](https://k8sug.ai/privacy). Additionally, you agree that our sponsors may contact you.* **[KSUG.AI](https://ksug.ai/?ref=meetup)** is an independent community and not affiliated with or endorsed by CNCF. Kubernetes, K8s, Kubestronaut are registered trademarks of The Linux Foundation.

Join us for an evening of French conversation at B Espresso Bar in the atrium of the Toronto Royal Conservatory of Music (near St. George station)!
We welcome all levels of French, and it's free\*.
Venez pratiquer votre français! \*While there is no fee to attend this event, guests are expected to purchase something from B Espresso Bar, in accordance with RCM's restrictions on usage of the cafe atrium space. **Building location:** The Royal Conservatory is at 273 Bloor St W, between Varsity Stadium and the Royal Ontario Museum (ROM). There are entrances off Bloor St. and Philosopher's Walk. If you enter from Bloor St through the large glass doors, follow the hallway on the left beside the staircase and turn left at the end. (Closest TTC: St. George) **Notes and restrictions:** The host may or may not attend this event. Attendees are encouraged to seat themselves at two or more adjacent tables, as needed. Please form groups of 6 people at each table; do not rearrange chairs and tables to accommodate more people, as this obstructs the narrow walking space. Guests are expected to order something from the cafe, and are asked to please refrain from bringing outside food or drink. Attendees must leave the building at 8pm when the cafe stops serving. **Contributions:** If you are a regular with us and would like to support the group, please send any contributions by e-transfer to [diskutomeetup@gmail.com.](http://diskutomeetup@gmail.com.) The yearly donation goal and amounts received year-to-date will be tracked anonymously on [this google sheet](https://docs.google.com/spreadsheets/d/18GfqYsis8Cf2XGg4KsKQJsY_0Fv3bsSQHwJAxvC1Km8/edit?usp=sharing). Thank you so much for your support.

Our coffee shop meetup now takes place every other Saturday at Tim Hortons at Bay and Wellesley. Come out to meet and chat with your fellow members of the Toronto Social Anxiety Support group in a supportive environment. **IMPORTANT: This group is intended to provide a safe space for people with social anxiety who may feel inhibited in louder, more extroverted environments. Please respect the nature of this group and do not attend if you are not in this category. There are many other groups available on Meetup.** **When**: 5pm - 630pm **Where to meet**: Alternity Cafe at 333 Bloor St West (just west of St. George Street, on the south side of Bloor). **Reminder**: Like all our events, the group's code of conduct applies. Pls make this a successful outing by being courteous and respectful in language and behaviour, and supportive towards other members, especially those with higher anxiety. **Covid/flu safety**: If you are sick or have recently been exposed to someone who is sick, pls use your judgement about attending this event. You can always come to the next event when you feel better.

Valentine’s Day can bring up many feelings, especially if you’re spending it solo, missing someone, or simply craving something more meaningful. On **Saturday, February 14**, you’re warmly invited to a gentle expressive art workshop, a place of zen where you can slow down, meet new people, and create something from the heart. No pressure. No expectations. Just a welcoming space to be exactly where you are. ### WHAT TO EXPECT • calming guided meditation • expressive art & creativity • gentle nervous system regulation • a warm, welcoming group space No art experience needed. \~ Limited spots \~ Details & registration In the link below Registration Form: **https://forms.gle/Dj55v2RUURMN9hUS7**

**Ideas Worth Saying Out Loud — Practice Session** Do you get nervous before speaking in meetings, presentations, or on stage? You’re not alone — and you don’t have to let fear hold you back. In this session, our gentle focus is: **Feeling Less Nervous on Stage**. Using **improv-inspired exercises** and small group activities, we’ll explore ways to: * Reduce stage anxiety and nervous energy * Speak with more confidence and presence * Express your ideas clearly, even when you feel nervous * Practice breathing, pausing, and grounding yourself before speaking No experience with public speaking or improv is needed. You can participate at your own pace and speak as much or as little as you want. This is a **safe, low-pressure environment** designed to help you feel calmer, more present, and more yourself on stage. **Come join us, practice speaking out loud, and take the first step toward speaking with confidence.**

❄️🌿 **St. Clair West to Yorkdale: A Winter Ravine-to-City Walk** 🌿❄️ **An easy, scenic winter walk you don’t want to miss** This is one of those walks that reminds you why Toronto is such a fascinating city — where nature, neighbourhoods, and everyday life all blend together. Join us for a **beautiful 90-minute winter walk** that takes us from leafy ravines to one of Toronto’s most iconic malls, all at a relaxed and social pace. ✨ We’ll start at **St. Clair West Subway Station** and head into the peaceful **Cedarvale Ravine Trail**, one of the city’s hidden winter gems. Snow-dusted paths, quiet trees, and fresh air make this the perfect way to enjoy winter without feeling overwhelmed by it. ❄️🌲 From there, we’ll continue along a trail that runs beside **Allen Road**, offering a surprisingly calm walk through the city’s infrastructure and green spaces. We’ll pass through **Wenderly Park**, a small but lovely park that connects communities, before making our way through the **Allen Centre**, a charming local mall that feels like a little pause in time. 🏙️☕ One of the highlights of this walk is moving through the **Lawrence Heights community**, an area with a rich and important history in Toronto. As we walk, you’ll get a sense of how the city has evolved — from postwar housing development to one of Toronto’s most talked-about neighbourhood revitalizations. It’s a walk that quietly tells a story, without ever feeling like a lecture. 💛 We’ll end our journey at **Yorkdale Mall**, where warmth, food, and good company await. Depending on time and group size, we’ll either sit down together at **The Cheesecake Factory** or keep things casual with lunch in the food court — either way, it’s a perfect, cozy finish after a winter walk. 🍽️❄️ This walk is **easy, social, and totally manageable in winter**, making it a great way to get outside, move your body, and actually connect with people — without rushing or pushing yourself too hard. 📱 **Don’t forget to join our WhatsApp group** – [CLICK HERE!](https://chat.whatsapp.com/H59mSCbsAi018gYANrKAnc?mode=ac_t) \*\*\* \#\#\# ❄️ Meetup Details ❄️ ⚠️ **Please Note:** This is a true winter walk. Don’t sign up if you’re not comfortable walking in cold or snowy conditions. ✔️ The walk happens in *almost* all weather ❌ The event will be cancelled only if it’s **-20°C or colder** 📍 **Meetup Location:** Outside **St. Clair West Subway Station in front of the** Loblaws — look for Mathew in his iconic **Moose Hat** 🫎 ⏰ **Meetup Time:** **11:00 AM** — I will only wait **5 minutes** (this is a firm 5 minutes because… winter ❄️😉) 💲 **Meetup Fee:** $5 cash in person **or** e-transfer to \*\*[mathewmaclean@hotmail.com**](http://mathewmaclean@hotmail.com%2A%2A/) 🏁 **End Spot:** Yorkdale Mall \*\*\* \#\#\# 🧣 What to Bring 🧣 • Water • Good winter boots • Gloves & hat • Something warm to drink ☕ • A small snack • A friend, family member or guest \*\*\* 🚶‍♂️ **Can I Leave Early?** Absolutely — leave anytime you like. The walk could take up to two hours. \*\*\* 💛 **REMEMBER:** You can just show up — or decide on the day if you’re not 100% sure. ⚠️ **NOTE:** Sometimes things happen and plans may change — please keep an eye out for updates. \*\*\* 👤 **Organizer:** Mathew Questions? Post on the event wall or email \*\*[torontomoviesandoutings@hotmail.com**](http://torontomoviesandoutings@hotmail.com%2A%2A/)

Welcome ! OM Chanting is a group practice that uses the transformational power of OM to activate the self-healing potential of participants, promote inner peace and purify the environment. OM Chanting is a free practice, however, donations are welcome to help cover the rent of the studio. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- EVENT DETAILS: address: 283 Spadina Avenue; 3rd floor. ( SE corner of Spadina and Dundas). We will start at 6:30 pm. Please plan to arrive 5-10 minutes earlier. We will be sitting on chairs; you can also sit on the floor if you prefer. You are encouraged to bring a bottle of water. Looking forward to seeing you ! For more information about Om Chanting, please visit: [https://bhaktimarga.org/yoga-meditation/](https://bhaktimarga.org/yoga-meditation/) Much Love, Veda Cell: 416-845-9375

**Stress Free Living: Create Calm from the Inside Out** Stress doesn’t have to be your default setting. This workshop offers a grounded, practical approach to cultivating inner calm and resilience in the face of life’s demands. Through mindfulness, breathwork, and nervous system regulation techniques, you’ll learn how to shift from stress to ease—without needing to escape your life. This is about building a sustainable inner sanctuary, no matter what’s happening around you. Key Takeaways: * Understand the root causes of stress and how it affects your body and mind. * Learn simple, effective tools to reduce stress in real time. * Build a personalized stress-reduction toolkit. * Cultivate a calm, centered presence in everyday life. Sun., Feb., 15th, 1:00 pm – 2:30 pm. Held at Brahma Kumaris Center, 14020 Thunderbolt Pl, Suite 200, 2nd Floor, Chantilly, VA. Free Event – Register at: [https://shorturl.at/dvOpI](https://shorturl.at/dvOpI)

Loudoun Wildlife Conservancy registration required at [Birding Algonkian - Loudoun Wildlife Conservancy](https://loudounwildlife.org/event/birding-algonkian-feb/) Join Loudoun Wildlife Conservancy on a search for birds at Loudoun’s top birding hotspot, ***[Algonkian Regional Park](https://loudounwildlife.org/2016/11/algonkian-park/)*** in eastern Loudoun, for the monthly bird walk. Combining extensive frontage along the Potomac River, rich bottomland forests, wetlands, and extensive grassy areas, this can be a very productive place to bird. Bring binoculars if you have them. We’ll meet at the boat ramp next to the parking lot. ([Boat ramp location.](https://goo.gl/maps/Pz1S69mqSuX1z3FW8)) ***Registration required.*** ***Questions:*** *Contact [bhenson@loudounwildlife.org](mailto:bhenson@loudounwildlife.org).*

Join us for a Friday evening of creative practice\* and cozy conversation! Please visit the group page for details on event structure and what to expect: https://www.meetup.com/the-evening-art-society/?eventOrigin=your_groups Guests are welcome, though we request that you please let us know how many to account for. We don't want to run out of snacks! Kids are also welcome, with the understanding that this is a shared space intended to be comfortable for all and conducive to creative work. Reach out if you have any questions. We can't wait to see you! \*Because we ultimately just want to provide a safe, warm space for our community to enjoy on a weekly basis, our definition of this is pretty broad. Want to curl up with a good book? Working on the next great American novel? Looking for a café-like hum as the backing track to doing your taxes? You're also welcome here!

**Learn to Relax Kids: Growing Calm, One Little Breath at a time (Ages 3-7)** Help your little ones discover the joy of calm! ***Learn to Relax Kids*** is a playful and engaging workshop introducing young children to simple meditation, kid-friendly yoga, and fun relaxation exercises designed just for them. Through movement, breath, and imagination, children learn how to center themselves and feel safe, peaceful, and confident. While the children enjoy their session, parents are invited to a special **Learn to Meditate class**, offering easy and practical tools to create more peace and balance at home. Sat., Feb., 14th, 1:30 pm – 2:30 pm. Held at Brahma Kumaris, 14020 Thunderbolt Pl, Suite 200, 2nd Floor, Chantilly, VA. Free Event – Register at: [https://shorturl.at/7yYfR](https://shorturl.at/7yYfR)

meet at Tysons Corner Mall Upper Level Food Court