Civil Engineering

Can your agents scale without bankrupting your API quota or your compute budget? Join this session to explore a production-ready architecture that uses the LLM Council pattern, Google’s Agent Development Kit (ADK) for Java and Spring AI, all deployed on Cloud Run. And discover how replacing probabilistic reason-and-act (ReAct) loops with LLM Council enable goal-oriented action planning (GOAP) creates agents that are not only smarter but also significantly lighter and faster – making them the perfect workload for serverless execution. **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** Dan Dobrin is an App Architect in Google Cloud, helping customer teams adopt modern AI technologies, cloud-native patterns, practices and technologies in GCP. Dan focuses on building GenAI applications, adopting AI coding assistance tooling with Gemini, Native Java Images, Spring AI, event-driven architectures, production-readiness and performance optimization. Prior to joining Google Cloud, he has built highly scalable, low-latency, frameworks for technology, security and financial services organizations.

\*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.

**DevOps Toronto is officially back, and we’re kicking off 2026 with an in-person meetup!** After a pause, we’re excited to bring the community together again for an evening of learning, connection, and great conversations 🤝 This is a great chance to reconnect and meet fellow DevOps, cloud, and platform engineering professionals in Toronto. **What to expect:** 🎤 **2 technical sessions** 1. Crawl, Walk, Scale: Building Maturity into your internal development platform by Jeferson pereira 2. Bring Your Own AI: Running LLM Models in Your Lab by Alexander Kharkevich 🤝 **Dedicated networking time** with the community 💡 Real-world insights, hands-on learnings, and meaningful discussions **📅 Event Details:** 📅 **Date:** 28th May 2026 ⏰ **Time:** 5:00 to 7:30 PM EST 📍 **Venue: 7th Floor, AWS Office,** **18 York St, Toronto, ON M5J 0B2, Canada** **🎤 Interested in speaking?** We’re actively looking for speakers to take the stage and share their experiences with the community. 👉 **Submit your talk here:** [https://sessionize.com/devops-toronto-2026/](https://sessionize.com/devops-toronto-2026/) ✨ Let’s bring the DevOps Toronto community back stronger than ever. 🔒 **Note:** This is a **community-driven event**. We respect your privacy and **will never share attendee information for any monetary or promotional purposes**.

Practise your English in a friendly, welcoming class in Toronto. Join our free in-person English class and improve your speaking, fluency, grammar and vocabulary with supportive teachers. This class is a great opportunity to practise English, build confidence and meet new people. **When** Starting today - every weekday Monday - Friday 2.00pm–4.00pm **Where** Teaching House Toronto OHC / Sol Camps 469 Jarvis St Toronto, ON M4Y 2G8 Canada **What you’ll practise** * Speaking and fluency * Grammar and vocabulary * Listening and pronunciation * Everyday English for real-life situations * Confidence using English with other people **Who can join?** Adults aged 18+ who want to improve their English. Refugees, asylum seekers and newcomers are very welcome. **About the classes** The classes are taught by trainee English teachers on a Cambridge-accredited CELTA course and supervised by experienced teacher trainers. **Cost** Free **Before the class** Please arrive a little early so we can welcome you and check your English level. Spaces may be limited, so please RSVP if you would like to attend.Cost: FREE Sign up using this **Level Test: [https://forms.gle/CZXAHL9w4WfsVdxk6](https://forms.gle/CZXAHL9w4WfsVdxk6)** OR If you already know your level, choose the [registration form](https://docs.google.com/forms/d/e/1FAIpQLSe65RTiI_hQMJ_58JdE2DhhtYyF2Mz3Ah_PN2hL3yLSkJadpA/viewform?usp=sf_link) instead

**NO PHILOSOPHY EXPERTISE REQUIRED!** **🏛️ WHAT'S PRACTICAL PHILOSOPHY ABOUT?** Practical Philosophy is a weekly meet-up that brings critical thinkers together for an opportunity to dive deep on a topic, practice communicating, and building a community. All with no ‘official’ philosophy knowledge required! 😎 Practical Philosophy is based on the idea that philosophy should be accessible to all, and not something reserved only for academics. Each week we choose a topic, and the goal is to use the conversation to develop our critical thinking and communication as we explore that topic. The goal is to help develop our Critical Thinking, Communication, and Community 🙌 **📓 HOW DOES IT WORK?** Each week, we pick one topic and discuss it. The topic for the week is shared, generally in the [Whatsapp group](https://chat.whatsapp.com/B7LyJIeBlaH5VtXkMJTTph?mode=gi_t), along with jump-off points to get the conversation going. When groups get bigger than 7-8 people, it’s important that we break into smaller groups. This way we are able to maintain a conversational flow as opposed to having our meetups feel like a discourse or lecture. **General Meeting Agenda** Each Practical Philosophy meet-up follows this general timeline: * 19:30-19:45 - People arrive and chat, get to know each other before the official start. * 19:45-19:55 - Meeting introduction, explanation of Practical Philosophy and the topic for the week, read the guidelines and the overview so attendees know what to expect in terms of timelines. * 19:55-21:15 - Break into small groups - introduce yourselves and general thoughts on the topic, open discussion afterwards. At this point the group can review the ‘jump-off’ questions as needed, but they are just there to help guide the conversation. It’s not obligatory to answer them. * 21:15-21:30 - Bring everyone back together to discuss conclusions of the topic - each group gives a short 1-minute summary. Organizer concludes the meeting and everyone takes a group photo. * 21:30 - The official meeting is over but it’s a great opportunity to get to know people in a non-structured environment, so we often stick around, chat, and get to know each other. **🧧PRICING?** Practical Philosophy is operated entirely on voluntary donations! If we are meeting in a café, buy a beverage! Donations are 100% voluntary, but they help us to bring the gift of deep conversation to people around the world. If you'd like to support, you can [donate here](https://www.zeffy.com/en-CA/donation-form/donate-to-practical-philosophy)! (Practical Philosophy is a registered Canadian charity) **💛 WHAT PEOPLE SAY ABOUT PRACTICAL PHILOSOPHY** **🗣** “I feel like Philosophy Club helps someone build their own belief system through a series of perspectives while not promoting what’s right and wrong” - Ekam 🗣 “I got hooked from day 1 and felt it was the right place for me. I feel it is a place where people can go to learn and discuss new perspectives and increase critical thinking and community by interacting with people who might challenge your point of views but at the same time encourage you to have openness and mind flexibility.” - Daniel **🤓 FAQ** * **​What will we talk about? What's the topic?** ​The topic for the week is shared every Sunday in the Whatsapp group. We try to add the topic to the comment section on this event page as well but if you don’t see it, the topic and the jump-off points will be in our [Whatsapp](https://chat.whatsapp.com/B7LyJIeBlaH5VtXkMJTTph?mode=gi_t). * **Do I need to study or read anything to attend?** No preparation is necessary. This isn’t a study of other thinkers. We want to know what you think about the topic, not what an old philosopher thought. If you have a perspective from a religion or a school of thought to share, throw it on the table and we’ll discuss it. * **Is there a specific philosophy that Practical Philosophy is focused on?** The goal of our meet-ups is to not have dogmatic discussions, and flex our critical thinking muscles. Because of this, we want to hear from every realm of thought, and don't study a particular school. * **Is it mostly men that attend?** Surprisingly, no! Although often, philosophy is seen as a Candelabra affair in a dark room with a bunch of guys, our Practical Philosophy meetups are generally 50/50 between genders, and we don’t meet in any dark rooms. * **Can I come alone?** Of course you can, we encourage it :) * **Can I be late?** Please don't be! We do have a 15 minute grace period where we allow people to funnel in while we hang out, but after that if you arrive too late, it disrupts the flow of the conversation. * **Where do you meet?** The location is posted in Meetup and our [Whatsapp](https://chat.whatsapp.com/B7LyJIeBlaH5VtXkMJTTph?mode=gi_t) group for this location. It is HIGHLY RECOMMENDED that you join the Whatsapp group! If you want to know what other cities have a Practical Philosophy Club, you can see our chapters on our [website](https://www.practicalphilosophy.club/practical-philosophy-locations/). 🤝**POLICY** To respect our members privacy, we ask that no one privately message a member without first getting explicit consent. (This looks like speaking in person and being asked to message privately.) Contacting or texting other participants without prior consent is not permitted and may result in removal from the group. Practical Philosophy reserves the right to enforce this policy at its discretion to maintain a safe and respectful environment. **PRACTICAL PHILOSOPHY CLUB - Philosophy, everywhere. ✨** We started in Practical Philosophy back in 2021 and there are now 50+ chapters in over 25 countries, including Canada, Spain, Japan, Mexico and many more! 🗺️ **\*\*\*** **Join our Toronto [Whatsapp Group](https://chat.whatsapp.com/B7LyJIeBlaH5VtXkMJTTph?mode=gi_t) 👈** **Follow us on [Instagram](https://www.instagram.com/practicalphilosophyclub/) 👈** **Our [website](https://www.practicalphilosophy.club/) 👈**

\*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 $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.

**Moving from Conversation to Implementation** Artificial intelligence is rapidly reshaping workplaces, products, services, and decision-making systems across sectors. As organizations accelerate AI adoption, many teams are being asked to make high-impact decisions without clear governance structures, shared implementation standards, or practical guidance for assessing risk, accountability, accessibility, and long-term impact. Across workforce, technical, and community contexts, organizations are grappling with how to ensure AI is implemented in ways that are inclusive, responsible, and grounded in real-world realities. HR professionals, AI practitioners, nonprofit leaders, governance stakeholders, and community advocates each hold critical perspectives on how AI systems can either reinforce existing inequities or help build more equitable futures. This in-person QT Inclusive AI Roundtable brings together professionals across sectors for a facilitated cross-sector working session focused on one core question: **What do organizations actually need in order to implement inclusive AI responsibly in practice?** This session is designed as a collaborative implementation lab where leaders and professionals can explore the real-world challenges of implementing AI responsibly, share practical insights across sectors, and help shape the tools, frameworks, and approaches organizations need to move from theory into action. Through guided dialogue, peer exchange, implementation exercises, and collaborative activities, participants will explore: * where AI is already influencing organizational decisions and systems * the governance, operational, and accountability tensions organizations are navigating * how different sectors experience and define AI risks differently * where misalignments and gaps currently exist * what practical tools, frameworks, and supports are needed to move from theory into implementation Grounded in queer-informed approaches to systems, safety, accessibility, and community-centred accountability, this session centers lived experience as a critical source of implementation insight. Participants will examine how AI systems can unintentionally reproduce invisibility, exclusion, surveillance, or harm when deployed without meaningful community grounding or governance structures. This session is part of QueerTech’s broader initiative to move from conversation into practical implementation. Insights gathered through this roundtable will directly contribute to the development of community-informed toolkits, frameworks, case studies, and practical resources designed to support organizations implementing inclusive AI across sectors. The session will include both implementation perspective-based discussions and cross-sector exchange, creating space for participants to deepen within their own organizational realities while learning from different approaches, constraints, and experiences across the ecosystem. Participants are encouraged to bring: * real organizational scenarios * current implementation challenges * governance questions * operational tensions * decision points they are actively navigating **Following this roundtable, there is a QT Connect for the broader community at the same location in the evening.** **Participants will Leave With:** ✨ A clearer understanding of the governance, operational, and accountability challenges organizations are currently facing in AI implementation ✨ Cross-sector perspectives on how AI risks, tensions, and opportunities are experienced differently across workforce, technical, governance, and community contexts ✨ Greater insight into the practical tools, frameworks, and supports organizations need to move from intention into responsible implementation ✨ New ways of thinking about inclusion, safety, visibility, and accountability through queer-informed and lived-experience perspectives ✨ Practical ideas, questions, and next steps to bring back into their organization, team, or community ✨ Connections with peers across sectors navigating similar implementation realities and decision-making challenges ✨ The opportunity to contribute to the development of future QT Inclusive AI resources, frameworks, and toolkits This roundtable is supported by WAGE (Women and Gender Equality) Canada and by RBC’s approach to helping strengthen the capacity of Canada’s nonprofit sector. **Who Should Attend** This session welcomes professionals working across: * HR, workforce, and organizational leadership * AI, product, design, and technical systems * Nonprofit, public, and community-serving organizations * Governance, policy, accessibility, legal, and strategy roles * Research, advocacy, and ecosystem-building spaces No advanced technical expertise is required. **Event Details** 📅 May 28, 2026 🕑 2:00 PM – 4:30 PM ET 📍 Toronto \| In Person 🗣 Language: English **About QT Inclusive AI** QT Inclusive AI is a national initiative designed to support professionals across Canada in understanding, assessing, and applying inclusive AI practices within real organizational contexts. Through curriculum, assessment tools, facilitated dialogue, and community-informed resource development, participants examine how AI systems are being used in practice and where risks, tensions, and opportunities are emerging. The goal of QT Inclusive AI is to help translate responsible AI principles into practical implementation across technical and non-technical environments. Read more on the QueerTech website:[ https://queertech.org/en/qt-inclusive-ai](https://queertech.org/en/qt-inclusive-ai) If you have questions about the program, contact: Amos B. Program Manager, Community Learning and Development amos@queertech.org Sign up today!

New Rules: Starting now, we are asking that each person contribute $2 towards maintaining this page. Without our space here on MeetUp, there is no group. So we ask that you bring a tooney when you come to keep us operational. Thank you very much! Thank you to everyone who has ordered something to eat or drink. It's very important that we each make a purchase, even just a tea or coffee, to maintain our welcome. Mil veces, gracias!

#### **This event page is for English speakers only.** **こちらのイベントページは英語話者の方向けです。** **日本人の方は、別のイベントページからお申し込みください！** *** We host a Japanese & English language exchange meeting every Sunday at 9:30 AM. Participants practice in pairs or small groups, with 50 minutes of Japanese practice and 50 minutes of English practice. The study materials used in our sessions are created by professional language teachers. ### **Before Signing Up, Please Read the Following** * **Please make sure to check the comments section of the event page, as all event details and materials will be shared there around Saturday.** * This meeting is intended for people who are genuinely interested in language learning. Participants joining for other purposes may be asked to leave. * We prioritize creating a safe and comfortable environment for all attendees. * Disruptive behavior, solicitation, or sales activities are not allowed. Anyone who does not follow the instructions of the organizer or staff may be removed from the group. * **Participation fee : Refunds and carryovers are not available.** ### **Participation Fee & Donation** Your participation fee will be used by Emiko Tanaka, a Yosakoi Ambassador, to promote Yosakoi Naruko Dance from Kochi, Japan, to the world. For more details, please visit our website: [Yosakoi Ambassador Project](https://yosakoiambassador.com/) We look forward to seeing you at the event!

Welcome to the dbt Meetup, Toronto Tech Week 2026 Edition! dbt Meetups are networking events open to all folks working with data. Talks predominantly focus on community members' experience with dbt, however, you'll catch presentations on broader topics such as analytics engineering, AI, data stacks, data ops, modeling, testing, and team structures. **To attend, please read the Health and Safety Policy and Terms of Participation: [https://www.getdbt.com/legal/health-and-safety-policy](https://www.getdbt.com/legal/health-and-safety-policy)** Toronto Tech Week is a citywide celebration of the people building what’s next. From May 25–29, 2026, founders, investors, and builders come together for hundreds of community-led events across Toronto, connecting tens of thousands of people around Canadian tech. Torontotechweek.com. **Agenda** * 6:00 > Arrive, Eat, Drink, and be Merry (aka Socialize) * 6:30 > Speaker 1 and 2 presentations **Instructions**: * Meet at entrance and someone will escort you for check-in **Speaker Sessions:** **1st Speakers:** * [Josh Harris](https://www.linkedin.com/in/josh-harris-86188983/), founder of AnswerLayer. * **Topic**: Open Semantic Interchange shipped in January 2026 with dbt Labs as one of the co-leading vendors. OSI v1.0: what it is, why it exists, and what it means for dbt users. **2nd Speaker:** * [Daria Sukhareva](https://www.linkedin.com/in/dariasukhareva/), creator of [kWwhat](https://www.linkedin.com/company/108154470) * **Topic:** Let’s chat: grounding ChatBI with dimensional models, semantic models, and rules - why your AI shouldn't be connecting dots. Reach out if you're interested in volunteering/speaking! ➡️ Join the dbt Slack community: [https://www.getdbt.com/community/](https://www.getdbt.com/community/)🤝For the best Meetup experience, make sure to join the #local-toronto channel in dbt Slack ([https://slack.getdbt.com/](https://slack.getdbt.com/)). dbt is the standard in data transformation, used by over 40,000 organizations worldwide. Through the application of software engineering best practices like modularity, version control, testing, and documentation, dbt’s analytics engineering workflow helps teams work more efficiently to produce data the entire organization can trust. Learn more: [https://www.getdbt.com/](https://www.getdbt.com/)

Hello Everybody! 【College Park food court is closed again, so we change the location to the food court in Brookfield Place（181 Bay St., Toronto, ON）, near the Union Station.】 I am helping organize a mandarin-english language exchange downtown. If you want to improve your Mandarin/English, feel free to come by downtown and meet others to practise your language. There will be native Mandarin and English speakers to help you! Or you can share your language skills with others! Every Saturday 3:00pm-5:00pm Brookfield Place Food Court（181 Bay St., Toronto, ON） [ Please find a table with "meetup" label (like the Featured photo).] [ Usually in front of the Longo's supermarket] —————————————— 大家好： 【College Park的food court又给封了，所以我们把活动地点换到了 Brookfield Place的food court （181 Bay St., Toronto, ON），靠近Union Station。】 我正在组织一场中英文交流活动。如果你想提高你的普通话或者英语，那就快来参加吧！你可以在这里认识很多母语为普通话或者英语的新朋友！他们都非常乐于帮你提高你的中英文表达能力！也欢迎你同我们一起分享你的语言技巧! 谢谢! 每周六 3:00pm-5:00pm Brookfield Place Food Court（181 Bay St., Toronto, ON） 【请找到一张桌子，桌上有张纸，写着“Meetup”。】 【位置通常会在longo's超市前面】 ———————————————— 大家好： 【College Park的food court又給封了，所以我們把活動地點換到了Brookfield Place的food court （181 Bay St., Toronto, ON），靠近Union Station。】 我正在組織一場中英文交流活動。如果你想提高你的國語或者英語，那就快來參加吧！你可以在這裡認識很多母語為國語或者英語的新朋友！他們都非常樂於幫你提高你的中英文表達能力！也歡迎你同我們一起分享你的語言技巧！ 謝謝! 每週六 3:00pm-5:00pm Brookfield Place Food Court（181 Bay St., Toronto, ON） 【請找到一張桌子，桌上有張紙，寫著“Meetup”】 【位置通常會在longo's超市前面】

Singles Dance Party + 40 Crowd Saturday May 30th . $20.00 cover 7.30pm -12.30 The Old Mill 21 Old Mill Rd. Join us for a fun-filled evening of dancing, mingling, and making new connections! Whether you’re new in town or a seasoned single professional, this event is perfect for you. Let loose and show off your dance moves as we groove to the latest beats, from Bachata to classic hits. This social networking opportunity is ideal for singles over 50 Get ready to relive the magic of past events like the “Saturday Night Singles Dance Party @ The Old Mill” and “An evening of Dancing & Romancing . Don’t miss out on this chance to mix and mingle with other singles in a lively and welcoming atmosphere. Grab your dancing shoes and get ready for a night to remember at our Singles Night Out! 416 236 8222.

**Join [TILE.]** at the **most popular Saturday Language Learning Social Event & Party in Toronto! 🍁** **[TILE.] = Toronto International Language Exchange [Instagram](https://www.instagram.com/tilelearning/)** **[TILE.]** now has a **2-for-1 special event,** which includes: **1.** From **[6:30 - 7:15 PM](https://www.meetup.com/english-class-with-certified-award-winning-teacher):** An optional new $5 small group 45-minute **[English language class](https://www.meetup.com/english-class-with-certified-award-winning-teacher)**[ ](https://www.meetup.com/english-class-with-certified-award-winning-teacher)led by a certified language teacher **2.** From **[7:15 - 11 PM](https://www.meetup.com/biggest-language-party-event-social-in-toronto):** Our usual huge group **[BIGGEST LANGUAGE EXCHANGE SOCIAL EVENT AND PARTY IN TORONTO](https://www.meetup.com/biggest-language-party-event-social-in-toronto)** (Cost: *$5, unless you already paid for the same day 6:30 English class right before, in which which case the 7:15 social is FREE)* Both events happen Saturday on the 2nd floor of the Madison Pub (14 Madison Avenue). ***Attend either or both events for $5!*** Meet Toronto locals and international friends. Talk to language teachers and speakers to learn English, French, Korean, Japanese, Spanish, and much more! Join us for board games, conversation, dancing, singing, and more! Make sure to get a nametag from one of our helpers. *You **must** read the full event description below before attending. By attending, you agree to all the terms listed.* **[TILE.] Toronto International Language Exchange** event details: * We are on the 2nd floor of the Madison pub on the patio with all the international flags! *The dance floor opens around 10 PM, and the live piano bar singer start around 10:30 on the 1st floor.* **PAY** **$5** right at the event by **CASH, CREDIT, or DEBIT**, or **SEND $5 E-TRANSFERS** to: **TILETORONTO1@GMAIL.COM**. You can also support the bar by buying a drink or appetizer. \-\-\-\-\-\- **IMPORTANT DISCLAIMER – Meetup Group** By attending any TILE events, including these ones, you acknowledge and agree to the following: * *The organizers and hosts of TILE events are are not liable for any loss, injury, damage, or other unforeseen outcomes that may occur before, during, or after any event.* * *Participation in TILE events is entirely voluntary and at your own risk. You are solely responsible for your own safety, personal belongings, transportation, behavior, and well-being. It is your responsibility to assess the risks involved in any activity or location and to act accordingly.* * *TILE and its organizers do not provide insurance and cannot guarantee the safety, accuracy of information, or quality of venues, third-party services, or other attendees.* * *By attending, you release TILE, its organizers, and affiliates from any and all claims or liability, and you agree to conduct yourself respectfully and in accordance with local laws and venue rules.* * ***If you do not agree with this disclaimer, please do not attend TILE events.***

[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/

**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 You will need to scan your ID at the door to get a visitor badge. **Abstract** Like it or not, AI agents are now capable of turning a quickly written paragraph of requirements into a pull request that is ready to be integrated into real-world production applications and it's now our responsibility to make sure AI doesn't go rogue and take down prod - or corrupt our data by misunderstanding the requirements or our existing schemas. In this session we'll explore strategies to protect our codebases through unit and integration testing, documentation, and code review along with additional ways of providing context and guard rails to our AI agents as they carry out the work we've assigned them to do. By the time we're done, you'll have a firm grasp of the problem and understand some helpful options for protecting your codebase from vibe coding mishaps getting YOLOed into prod. **YouTube Link** https://youtube.com/live/BltmWMH1zG0?feature=share

Westerville Pride Festival Sat\. June 6\, 2026 \| 5 PM \- 8 PM If you're thinking of attending, or being a sponsor, vendor, or volunteer, visit our website at https://www.westervillequeercollective.org/pride for more information! Location and other info will be announced soon :)

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.

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.

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm

Answer Engine Optimization (AEO) has been on the mind of many developers since most of the search engines implemented AIs. The landscape of the internet is shifting beneath our feet. In 2026, users are increasingly bypassing traditional search results in favor of direct, conversational answers from platforms like ChatGPT, Gemini, and Perplexity. If your WordPress site is optimized only for "blue links," you’re missing out on a massive wave of traffic. This meetup will dive into Answer Engine Optimization (AEO), the strategic evolution of SEO. We’ll discuss why visibility in AI-generated summaries is becoming the new "Page 1" and how the "organic click" is being replaced by "brand citations" within AI responses. We can check on what solutions already exist, what can you do yourself by optimizing your Robot.txt. But, also does all this work worth it? I hope to see everyone for the discussion on June 3rd! P.S. We will not meet on May 6th. My friends having a wedding and i am surprisingly much more involved in it. But it gives us all more time to play with AEO!

PLEASE NOTE!!! This event will be In-Person for our very 1st Improving collab! If you know the [Columbus Unity group](https://www.meetup.com/columbus-unity-user-group/) location, we'll be at the same place. This is our 1st event and are doing a soft launch with limited attendance. 1st come 1st serve. If you want to be there and we fill up, please email me at [info@thecogg.com](mailto:info@thecogg.com) and I'll be in touch. All street parking is free on Sundays but you can also pay to park in any of the local garages. See image of [parking map here](https://drive.google.com/file/d/1Mr9_LFIggbs-0_Zd3AJTGNqEhgMf2TzQ/view?usp=sharing). \-\-\- On the last Sunday of the month, we're having our usual end-of-the-month social gathering with our GameDev Meetup meeting. There will be announcements and presentations followed by some social networking Let's continue the conversations with good vibes and friends. All are welcomed from all ages and backgrounds to this public event. If we can, we'll be streaming or uploading the video later via our COGG YouTube channel here: [https://www.youtube.com/@TheCOGG/streams](https://www.youtube.com/@TheCOGG/streams) (Also please do subscribe if you have not done so!) No game development experience required! If you are interested in doing a 20 minute game development related presentation, please fill out our form online here: [https://goo.gl/forms/lVdTJZiNJewlPJuj1](https://goo.gl/forms/lVdTJZiNJewlPJuj1) Or e-mail us at info@thecogg.com with the following: Your Name, Company/Affiliation, Name of Your Game/Topic, Description, Tech Needs, and Your Contact. Be sure to check out our Discord for real time news updates: [https://discord.gg/NrBhuNQ](https://discord.gg/NrBhuNQ)