Product Management

Welcome back to our meetup in June. * **06:00 PM** Registration, dinner, networking * **06:30 PM** Talk starts Talk 1: Practical AI from Gemini Embedding 2 for Simplified RAG Search with Rich Context and Less Preprocessing - Imagine the possibilities if you could find a document using an image, or find audio from a report, or find a video with a sentence. \- Simplifies RAG Systems \(one multimodal retrieval pipeline instead of multiple fragmented systems\) \- Less preprocessing \(e\.g\. no transcription needed\) less infrastructure complexity \- Richer context \(text \+ visuals \+ audio\) \- A major step from “document chatbots” to truly context\-aware AI systems Gemini Embedding 2 changes what Retrieval-Augmented Generation (RAG) can fundamentally do. Instead of treating text, images, audio, video, and documents as separate systems, AI can now retrieve and reason across all of them together in one shared understanding layer. This means users can search videos with natural language, retrieve diagrams from spoken conversations, match screenshots to documentation, or ground AI agents with real-world multimodal context — capabilities that were previously complex or unreliable without multiple specialized pipelines. Talk 2: Designing Memory Systems for AI Agents AI agents need memory to maintain context across sessions, learn from experience, and handle long-running tasks. The challenge? Deciding what to remember, where to store it, and how to retrieve it when it matters. In this workshop, you'll learn a practical framework for architecting memory systems that actually work in production. We'll cover: \- Types of memory in agentic systems \- Storage patterns: Where to persist memories and how to structure them for retrieval \- Retrieval strategies: Combining vector search with metadata\, recency\, and other signals \- Memory lifecycle: When to create\, update\, or prune memories to keep your system performant You'll apply this framework by building memory into an AI agent and seeing how different design choices impact behavior. You will be provided with all the resources required to successfully execute the hands-on portions of the workshop, including Jupyter Notebook templates with pseudocode. During the workshop, you will replace the pseudocode in the templates with your code. At the end of the workshop, you will also be able to check your learning and earn a skill badge to share with your network! https://learn.mongodb.com/courses/memory-for-ai-applications ## **Future Talk: TBA** **Awaiting confirmation: Federated Layer to Manage a Multi-Agent Synthetic Workforce** Agents are starting to act as workers in real production systems, and workers need a management layer. The question everyone should take back to your laptop: in my own agent stack, what happens on the second concurrent write, and can I prove, today, under whose authority my agent acted? How do I manage my synthetic workforce in production.

## Struggling to Get Leads from People Who Don’t Know You? You’re posting content… trying different strategies… maybe even using AI tools… But still not getting consistent leads or customers. If that sounds familiar, this session is for you. ## How AI Can Help You Attract Cold Leads (Without Overcomplicating It) In this live, in-person workshop, you’ll learn simple and practical ways to use AI to: * Reach cold audiences more effectively * Generate interest without sounding “salesy” * Create content that attracts potential customers * Approach lead generation in a clearer, more structured way Everything will be explained in a beginner-friendly manner — no technical background required. ## Imagine Having a Clearer Way to Attract Customers Instead of guessing what works… You’ll start to see how to: * Turn strangers into interested leads * Use AI to save time and effort * Build a simple approach to attract potential customers This session focuses on practical understanding — not theory. ## Secure Your Seat This is a small-group, in-person session to ensure quality learning and interaction. 👉 Reserve your seat now to learn how to start attracting leads and customers using AI.

**NTU Alumni Club / VIbe@6** **2 Handy Rd, #06-10 The Cathay, Singapore 229233** Meeting Investment: S$70 (Refreshments included) **To register, use the form in the URL** https://bniorigins.sg/visitor-registration/ • What we'll do The Purpose Let's network and connect businesses using a well-structured and efficient format. We meet to network and also learn new skills. It's not just about exchanging contact information, but we also share experiences and other business contacts to help each other grow. **A Guide for New Visitors** • BE ON TIME Our meeting starts at 8.00am sharp and ends at 9.30am. Please come at 7:45am for the networking session. • FARM & COLLABORATE We gather together not to hunt business deals from one another but rather to explore means and opportunities to build our businesses through referrals and collaborations together. We appreciate that you don't push your business to our members and other visitors. • PREPARE A 15-SECOND INTRODUCTION Don't worry, despite sitting through numerous meetings, some of us are still as nervous as you. Just share a little about yourself, what you do, and how you can collaborate with the people present. 15 seconds go by really quickly anyway. • STAY FOR OPEN NETWORKING Don't be in a hurry to rush off after 9.30am. Many of our members and visitors stay for open networking well after the meeting, so do stay on and mingle with us for another 30 minutes to an hour. • MOST IMPORTANTLY, COME WITH AN OPEN MIND What makes BNI unique and efficient is the system and structure in place for business owners like us. Come with an open mind and understand why we are willing to sign up for the chapter and meet every week at 7.45am.

## Details **🎉 Geek Out, Stress Out: *Lite Edition* 🎲** **Note:** If you are hosting games, you can create a session under this event via this URL: [https://playbojio.vercel.app/](https://playbojio.vercel.app/) **Looking for a fun, low-pressure way to get into board games?** *Geek Out, Stress Out: Lite* is all about **easy-to-learn, laugh-out-loud fun** with party games, social deduction, and welcoming gateway games. Whether you're brand new to tabletop games or just in the mood for something light and social, this night is designed for **casual gamers, first-timers**, and anyone who wants to enjoy games without the heavy rules or competition. Come hang out, play, and discover games that are as fun to learn as they are to play. No experience needed—just bring your good vibes and maybe a friend or two! **Venue:** Geekster **Time:** 7pm to 11pm (Every Tue) **Address:** 100 Lorong 23 Geylang #03-02 S388398 (Near to Aljunied MRT, take the shorter path at Atrix Bulding) **Fee:** Option A: Roll 2 dice and the sum will be the entry fee Option B: S$8 per entry Both options come with **ONE** complimentary drink **🎲 Play Arena Rules 🎲** **1️⃣ Max capacity: 24 people (excluding Geekster). RSVP is first come, first served. If you can’t make it, please de-RSVP so others on the waitlist can join. ✅🔄** **2️⃣ Be respectful—no excessive noise or aggressive behavior. 🚫🎭** **3️⃣ You’re welcome to bring your own games! Just make sure they’re *clean*** and ***mold-free***. Comment below with what you're bringing. 😊🎲 4️⃣ Handle all games with care. Damage to Geekster’s games may incur a replacement fee. 💸⚠️ 5️⃣ No outside food or drinks (except plain water). Keep food and drinks away from games. 🚱🍔 6️⃣ Feeling unwell? Please stay home. Hosts may deny entry if needed. 🤒❌ 7️⃣ Keep an eye on your belongings; management isn’t responsible for lost items. 🎒👀 8️⃣ Theft = police report + permanent ban. 🚔🚨 Please join our **Telegram** group here for more details/updates: [https://t.me/+6r-3vSQcxwNjZjM1](https://t.me/+6r-3vSQcxwNjZjM1) **CONNECT WITH US!** **📌 Follow us on** [IG](https://www.instagram.com/geekster.sg/) **📌 Check out our latest arrivals and pre-orders on our** [website](https://www.geekster.sg/)

iDo you want to become fitter? Ready to go out and push yourself? This session is an all round program, targeting all muscle groups in your body. Our fitness instructors are creating new and engaging programs for every session with the main focus on body weight exercises and cardio. Whether you are a seasoned athlete or a complete newcomer, this program is suitable for everybody. Are you up for the challenge? Then join the German Dragons Bootcamp! * WHAT to bring: - comfortable sports attire with running shoes - Water - Yoga mat or Towel - Book via: https://germandragonssingaporeevents.cococart.co $10 for participation fee.

🚨 ***FIRST TIMERS*** 🚨 * This is a 90-min Intermediate-level fitness bootcamp suggested for those who do HIIT/bootcamps/F45/etc at least 2x/week * Depending on weather/WOD, we rotate between 5 different spots, thus check comments/photos here on Tue 6pm for exact location & grouping * Rain-or-shine event: won't be cancelled. Held under shelter if it rains * RSVP closes on Tuesday 530pm. If you’re unable to attend, kindly cancel your RSVP by then, so our leaders have a more accurate count to plan the workouts more effectively * Recommended: Water, Mat, Gloves, Light weight/bottles for added resistance Cya then! 🔊 ***DISCLAIMER*** 🔊 Please take a minute to read the following information regarding your participation in FitFam workouts. By signing up for this session, you confirm that you have read and understood the terms and risks detailed in our Disclaimer and Release of Liability Agreement: https://drive.google.com/file/d/1MV9siOKELtbsSmCwwvp1rzJ-_GiAHGEW/view

**Meet new friends (or hang out with old ones) on a fun night out with games , food, and drinks!** **Individuals and groups are both welcome.** Pricing: * $10 for entry to the meetup with unlimited board gaming for the night * Add $2.50 for 1 non-alcoholic drink (excluding milkshakes and spritzers) (U.P. $7) * Add $6.00 for one 300ml draft beer or glass of house wine (U.P. $12) * 20% discount on all additional food orders for the night Prices are before 10% service charge. Prevailing GST is applicable. Please also note the following: * Do be courteous with your RSVP. If you have originally RSVPed but can no longer make it, do update your RSVP before 4pm on that day so that someone on the waitlist can still attend. If you have RSVPed but did not show up before 7.30pm, your spot at the tables will be given to someone else on the waitlist. By signing up for this meetup, I agree to the terms and conditions set above

A taste of [GrafanaCON](https://grafana.com/events/grafanacon/) is coming to you here in Singapore! Join your local observability community for an evening of open source inspiration, real-world stories, and meaningful connections - all in a laid-back, meetup-style setting. This event will feature a recap of the [GrafanaCON](https://grafana.com/events/grafanacon/) keynote from Anthony Woods, Co-Founder of Grafana, combined with fresh voices from your own community. Walk through Grafana 13 and the most impactful improvements across the platform. Learn about how Grafana is becoming easier and safer to operate as production infrastructure, with updates that improve configuration management, recovery, and long-term maintainability. The session showcases significant advances in core user workflows, including more flexible and powerful dashboards, with improved performance. Whether you’re building dashboards, scaling Kubernetes, contributing to open source, or just getting started - this meetup is for you! 🎟 Free to attend 🍕 Pizza + drinks provided 🤝 Built for connection 💡 Real talks from real practitioners Agenda: 1815-1900: Arrivals and pizza 1900-1945: GrafanaCON recap presentation (Anthony Woods, Co-Founder of Grafana Labs) 1945-2000: Q & A 2000-2030: AWS DevOps Agent Integration with Grafana (Praful Bagai, Head of Developer Experience, India & South Asia, AWS) 2030-2100: Grafana 13: Deep Dive (Joe Blubaugh, Principal Software Engineer, Grafana Labs) Note that by registering for this event you consent to related event & product communications from Grafana Labs and agree to our [code of conduct](https://grafana.com/events/events-code-of-conduct/).

Halo Data Engineers Singapore! We are excited to welcome **Jason Jebanesan JEBANESAN** from **Credit Agricole CIB** & **Kelvin Kok,** from **Axrial** to talk about: ***Stop Tuning Your RAG Start Orchestrating - by Jason*** RAG was supposed to fix hallucinations, instead it introduced a new class of silent production failures. Tuning won't save you. RAG is a control-plane problem, and MCP is the wire underneath. ***10x Your Data Engineering: Rapid Glue ETL Prototyping with Kiro - by Kelvin*** ​The longest mile in data pipeline construction is building the transformation layer. Manually configuring AWS Glue jobs can bottleneck an entire project. In this lightning-focused talk, we’ll show you how we use Kiro to completely bypass the boilerplate. We will walk through how we feed technical constraints into Kiro to rapidly generate highly optimized AWS Glue ETL logic, ensuring efficient execution while keeping developer velocity at an all-time high. **Expected agenda:** **6.30pm - 7.00pm** \- Registration\, Food & Networking **7.00pm - 7.45pm** \- Presentation & QnA by Jason **7.45pm - 8.30pm** \- Presentation & QnA by Kelvin **8.30pm – 9.00pm** \- Post\-event Networking Hope to you all soon! Cheers! DESG

## 提升沟通技巧，通过教练助力（中文活动） 想要在日常交流中更加自信吗？来参加我们的线下教练沟通工作坊吧！这里有丰富的实战经验，帮你掌握有效沟通的要点。无论是职场还是生活，这都是个让你提升表达力的绝佳机会。别犹豫，快来和我们一起互动学习，解锁更顺畅的人际关系吧！ Fern Deng, PCC, Mentor Fern Deng is an International Coaching Federation (ICF) Professional Certified Coach who specializes in executive and life coaching. Her work centers on empowering individuals and leaders to unlock their potential, align with their values, and create purposeful and confident pathways forward. Through her coaching, Fern helps clients cultivate clarity, resilience, and presence- enabling them to lead authentically and thrive in complex personal and professional landscapes. At the heart of Fern’s practice lies her Empowerment-based 3Cs Coaching Model: Congruency, Competency, and Confidence. This model reflects her belief that true empowerment begins with self awareness and alignment. Before stepping fully into coaching, Fern built a successful 12-year career in luxury retail and beauty multinationals, holding leadership roles at L’Oréal, Chanel, Clarins and Salvatore Ferragamo. In these organizations, she led high-performing teams across marketing, branding, and sales, working closely with cross-functional and cross-cultural groups. Having personally experienced the demands of driving performance, managing stakeholders, and balancing strategic vision with team dynamics, Fern understands firsthand the challenges leaders face when they need to inspire, motivate, and adapt across different roles and contexts. This insight deeply informs her coaching- allowing her to meet leaders where they are, with empathy and realism. With a strong foundation in leadership and people development, Fern partners with clients to navigate transitions, strengthen communication and influence, and build the mental agility needed to thrive in today’s fast-paced environments. Her approach is both strategic and human-centered- combining business acumen with emotional intelligence and psychological depth. Fern’s coaching presence is grounded, intuitive, and compassionate. She believes every individual holds the innate capacity to grow when provided with the right balance of challenge and support. In addition to her executive and life coaching work, Fern mentors aspiring coaches and facilitates leadership development programs, helping professionals strengthen their coaching mindset, communication, and emotional agility. Fern has partnered with organizations such as NTUC Income, Ministry of Social and Family Development, CMIC Group, BusyBees, Omni-Health, BHS Corrugated, AIA, Singapore Power and Singapore General Hospital. A lifelong learner at heart who has a deep interest in human behaviour and the psychological foundations of change, Fern is currently pursuing a postgraduate diploma in Counselling and Psychology (graduating in June 2026). This allows her to better support clients with mental health challenges and to be able to hold space ethically and compassionately for them Nee Soon East CC Level 4, Room 4, 7pm (Only registered are allowed to enter, seats are limited)

Learning from the best in the industry, Mr Chiu Soon Seng. He will share with you the structure on impromptu speaking and how to use humour, and impress your friends, bosses and love ones. There will be practical trying-out opportunities and various guidance. Event is free, and look forward to your participation. Speaker Profile: 周顺成简介 20年不间断上台演讲，幽默魅力伴一生。 美容及保健品供应商 在2000年加入讲演会 曾获2016/2017 LV 总决赛冠军 第19届杨厝港讲演会会长 第19届新加坡管理学院讲演会会长 19-20年度V区总监 目前担任V区顾问 兴趣：知已（认识自己） 2016/2017 District Champion! Don't miss the opportunity to pick up tips and tricks! Events conducted in Mandarin. On top of that, you will be able to witness Exco installation, Language evaluation, and birthday celebrations for our members. Regards, Wei Bin We are located at Nee Soon East CC Level 4 Room 4. 7 to 9.30 pm. We have supper after the event.

**Try new prototype games from local designers! Designers and non-designers welcome.** **FREE gaming/playtesting of \*\*\*unpublished games only\*\*\*** * $2.50 for 1 non-alcoholic drink (excl. milkshakes/spritzers) (U.P. $7) * $6.00 for one 300ml draft beer or glass of house wine (U.P. $12) * 20% discount on all additional food orders **Designers** \- playtesting is free\! We only ask that you split your time between testing your game and helping other designers out\. **Other notes:** * *Playing published games (from the library or otherwise) will incur the cafe's usual $10/pax board game cover charge* * *All prices before 10% service charge and GST*

🥾 **Backpack Endurance Hike – Consistency Steps Training!!!** Route: Hillview MRT EXIT A ➝ Dairy Farm Nature Park ➝ Bukit Timah Summit ➝ 2-3 Staircase Loops ➝ Beauty World Shopping Centre for lunch. **Date: 7th June 2026 (Sun)** **Meeting Time: 8 am** **Meeting point: Hillview MRT Exit A** **Your Leader in Fitness: Gary** Join us for a practical endurance training session designed to build back strength, overall stamina, and backpack carrying efficiency, perfect for those preparing for long-distance hikes and treks. We will tackle a mix of trail and stair climbs to simulate the kind of effort and strain experienced during multi-day hikes. This session focuses on consistency, not speed, ideal for beginners and experienced hikers alike who want to train smart. 🧳 What to Bring: \*Backpack (with at least 5-7kg weight to simulate real conditions) - Minimum 1.5L of water \*Light snacks or energy bars - Towel/small cloth \*Rain gear or poncho (weather dependent) - Proper hiking shoes \*Sunscreen and cap - EZ-Link card / small cash for lunch Note: Train smart. This is not a race. The goal is to develop strength and endurance through consistent effort and mindful pacing. Let’s gear up and get trail-ready! 💪 Bad weather contingency plan: *Waterproof your belongings and bring rain gear (rain cover, jacket, poncho, or umbrella). Please read this #1 - This is a number-controlled event. Please come only if you are on the attending list. #2 - We will move out at 8.05am sharp. We are not able to wait for late comers. #3 - As this is a limited number event, please check your calendar and make sure you can come before you RSVP. Do not change your attendance at the last minute and deny someone else who genuinely wishes to come. ### Important Liability Notice By joining this training, you acknowledge that you are participating voluntarily and understand the physical risks inherent in this activity. AU is not responsible for any injuries, accidents, or health complications that may occur during the training. Please ensure you are medically fit and adequately prepared for the demands of the session.

**For ages 13 and above.** Want to hone your shooting skills to the next competitive level? Aiming to represent Singapore? Our experienced coaches have the proven track record in preparing young shooters for high-performance shooting. In 2019 alone, 5 youths training with our coaches qualified for training with the National Youth Team.**Address** Palawan Beach, Sentosa ### **Schedule** Sundays 1130AM - 130PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

**The Behavior Gap: Where Products Win or Lose** Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap. Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn: * Why understanding customer behavior is a quant and qual challenge * How to spot the signals that actually predict behavior change * Where AI accelerates insight, and where it creates distraction * How to get meaningfully closer to customers, without adding more tools This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work. **About Our Speaker** [Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

Topic to be announced. **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

You're invited to Indiana D365 User Group Meeting Wed Jun 10, 2026 2-4 PM Agenda (sessions may change time slots before the meeting.) 2 Welcome 2:10 Stratgies for successful testing - Carla Teasdale from Wilmuth Solutions 2:50 Building Power Apps in an AI world using Claude Code demo - Natalie Roberts from Leaf Software Solutions 3:30 Everything you need to know about Quality in BC - Derek Bohman, BC Consultant 4:00 Closing Notes 4:10-5 Networking Social at Upland Brewing at Clay Terrace (walk over) Link Information to join remotely below [https://teams.microsoft.com/l/meetup-join/19%3ameeting_YWRkNmQ1NWMtN2E0Mi00ZDU4LThmNzMtMDdlODMwMDNkMGMz%40thread.v2/0?context=%7b%22Tid%22%3a%22b4c9f32e-da17-4ded-9c95-ce9da38f25d9%22%2c%22Oid%22%3a%2267db4a27-1865-4ea7-bb20-a28137a8aa56%22%7](https://teams.microsoft.com/l/meetup-join/19%3ameeting_YWRkNmQ1NWMtN2E0Mi00ZDU4LThmNzMtMDdlODMwMDNkMGMz%40thread.v2/0?context=%7b%22Tid%22%3a%22b4c9f32e-da17-4ded-9c95-ce9da38f25d9%22%2c%22Oid%22%3a%2267db4a27-1865-4ea7-bb20-a28137a8aa56%22%7d) Tap on the link or paste it in a browser to join

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\.

Get ready for a Picnic, this is our social and member appreciation event for the year! Feel free to bring family, but be sure to reach out with the number of attendees, so we can provide food for everyone. There will of course be food, music, games and fun! Event is held rain or shine, we have a covered shelter house reserved for the event. Agenda --- Moderators Kimberly Deal - Columbus Atlassian User Group Leader Kevin Stanley - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Hosted By Kimberly Deal, Atlassian User Group Leader Kevin Stanley, Chief Everything Greg Sprowls, Agility Lead --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-annual-columbus-ace-summer-picnic/.

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!