Data Architecture

**What if the most valuable thing you could do is stop and think?** Join experts, founders, and curious humans for 90 minutes of real conversation over dinner. No easy answers. Just better questions. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **We often assume that making something easier also makes it better.** ​In a future where digital clones can reconstruct the departed from fragments of memory, a family is offered the chance to bring back someone they lost. ​But as the clone begins to uncover forgotten parts of the original person’s past, an unsettling question emerges: do we want the full picture of a person, or only the curated version? And... can a person truly be reduced to memory? \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Importaant note: This is a ticketed dinner gathering. For tickets, please click [here](https://luma.com/wec19f3y) or head to: lu.ma/socrates

Evening coffee/tea session followed by dinner later, to meet new friends, exchange and share different cultures in a group event - group experience sharing is one of the best way to know your new friends ;-) Hey everyone, we will be at the the tables right in front of the Old Chang Kee, at the outdoors! Hope to see you soon! Closest MRT is Bugis and City Hall. Event Etiquette: • Please understand that this is not a business networking group, and please don't sell MLM (multi level marketing) here. You may still exchange numbers but it will be at your own discretion. • The organizer has the right to ban members from attending events and from the group.

Welcome! Gist below! :-) 1. Bring a book to the meet! 2. Buy a drink (and a bite if you're hungry). 3. Say hi to the folks. 4. Read! 5. We'll do a short round of intros and a short sharing at the end too. :) Come in and find us (we're probably the only reading group)! In the event that the place is full, we'll find a back up nearby. :-) This is a limited seats, small group event, so do try to update your RSVP early if your plans change! Thanks in advance! Nearest MRT: Jurong East (EW24/NS1)

Thank you for your interest in this event. Please take a minute to understand AU's trip booking system for our paid events on Meetup. * The minimum and maximum size for this event is 10 and 18 (excl hosts) * Clicking on Going or Waitlist does not constitute a guaranteed spot in this event. By clicking on it, you will receive any updates posted by the organizer. * We cannot reserve or hold any spot for anyone. Your participation can only be guaranteed upon making a deposit. * This Meetup listing serves to inform you of our planned trip. You can get a more detailed trip brochure by contacting the Event Host (see details below) * We kindly request that you familiarize yourself with our terms and conditions prior to registering by visiting the following link:[https://www.liveopenly.net/terms-and-conditions](https://www.liveopenly.net/terms-and-conditions) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Majestic Mount Kinabalu Trek – Sunrise Above the Clouds** Get ready for an unforgettable adventure to the highest peak in Borneo! This May, join me for a 4D3N trekking experience up the iconic Mount Kinabalu (4,095m), where rugged granite peaks, magical cloud oceans, and a breathtaking summit sunrise await you. Whether you’re a seasoned trekker or taking your next big step in mountain adventures, Kinabalu promises a journey you’ll never forget. ✅ Trip Highlights: 💫 Conquer the summit of Mount Kinabalu at dawn 💫 Walk among dramatic granite landscapes & cloud formations 💫 Experience the thrill of standing on Southeast Asia’s most iconic peak 💫 Enjoy crisp mountain air and stunning views all the way up 💫 Perfect milestone trek for both new & experienced hikers 📅 Date: 27 – 30 May 2026 📍 Duration: 4 Days / 3 Nights 📲 Contact Gary for booking & enquiries: [https://wa.me/93279220](https://wa.me/93279220) Or simply submit your interest here: [https://au.sg/CallMeBack](https://au.sg/CallMeBack) Trip Brochure :[ ](Brochure)[https://au.sg/MtK-May26](https://au.sg/MtK-May26) 🔥 Chase the sunrise. Conquer the peak. Elevate your journey. #MountKinabalu #KinabaluTrek #AdventureUnlimited #BorneoAdventure #TrekWithAU #SummitChasers **Travel Bank Credit** Beginning 1 January 2023, we help you save by giving you a 1% credit on your land tour to your personal travel bank account with us! You can then use these credit amounts to offset any overseas trip with us or to purchase our merchandise. Read more about our Travel Bank [credit scheme here](https://www.facebook.com/theadventurevillage/posts/pfbid0eejRJvX8XCJLfjS9Wxx18CxPYwAefLUDGn83w9JyspzVMJdnAfmVfeLgUmB9Ut9ol) **Pack a Friend** Bring a friend on your adventure, and you'll score an additional 1% cashback. Your friend will also get a 1% cashback on their booking. It's a win-win for everyone! The best part? The more friends you refer, the more cashback you'll earn! The only requirement to be eligible for the cashback is that you and your referred friends must participate in the same trip. Read more about our [reward scheme here](https://www.liveopenly.net/aupassport.html)! Please refer to our T&C below [https://www.liveopenly.net/terms-and-conditions/terms-and-conditions](https://www.liveopenly.net/terms-and-conditions/terms-and-conditions) \**When you paid up for this event, it is understood that you have read, agreed and accepted the above terms and conditions.* This event is organized by Adventures Unlimited (TA02844), a licensed travel agent registered with the Singapore Tourism Board

Welcome! Gist below! :-) 1. Bring a book to the meet! 2. Buy a drink (and a bite if you're hungry). 3. Say hi to the folks. 4. Read! 5. We'll do a short round of intros and a short sharing at the end too. :) Come in and find us (we're probably the only reading group)! In the event that the place is full, we'll find a back up nearby. :-) This is a limited seats, small group event, so do try to update your RSVP early if your plans change! Thanks in advance! Nearest MRT: Clementi

**Let Go Travelling & Hiking(Meetup)** **Hari Raya Haji Falls on 27 May 2026 (Wed)** **◾INTERESTED,** **WHATAPPS 94884478 Wilfred or RSVP in Meetup:** ✓26-27 May 2026 (Tue-Wed), Haji P/H ◾Bukit Taiso 270m Beginner Sunrise Sea of Cloud Hike [https://www.meetup.com/lets-go-travelling-hiking/events/314375748/](https://www.meetup.com/lets-go-travelling-hiking/events/314375748/) **Event Detail:** **Cost: $130/person** 3 persons or more sign up and payment together is $120/person **PAYMENT:** Please Paynow $xxxx/person to UEN 201727764C Wilfred Go Travelling & Hiking Pte or Bank Transfer to DBS Current Account 0029069789 and Text 94884478 with Print-screen Receipt **TA License No 03066** **TA NAME: WILFRED GO TRAVELLING & HIKING PTE LTD**   ✓26-27 May 2026 (Tue-Wed), Haji P/H ◾Bukit Taiso 270m Beginner Sunrise Sea of Cloud Hike [https://www.meetup.com/lets-go-travelling-hiking/events/314375748/](https://www.meetup.com/lets-go-travelling-hiking/events/314375748/) **Event Detail:** **Cost: $130/person** 3 persons or more sign up and payment together is $120/person **PAYMENT:** Please Paynow $xxxx/person to UEN 201727764C Wilfred Go Travelling & Hiking Pte or Bank Transfer to DBS Current Account 0029069789 and Text 94884478 with Print-screen Receipt **TA License No 03066** **TA NAME: WILFRED GO TRAVELLING & HIKING PTE LTD**  

**Let Go Travelling & Hiking(Meetup)** **Hari Raya Haji Falls on 27 May 2026 (Wed)** **◾INTERESTED,** **WHATAPPS 94884478 Wilfred or RSVP in Meetup:** **✓27 May 2026 (Wed) Hari Raya P/H** **◾ The Best of KULAI->HAKKA VILLAGE/JPO/PINEAPPLE FARM TOUR and more....** [https://www.meetup.com/lets-go-travelling-hiking/events/314256746/](https://www.meetup.com/lets-go-travelling-hiking/events/314256746/) **Event Detail:** **Cost: $130/person** 3 persons or more sign up and payment together is $120/person **PAYMENT:** Please Paynow $xxxx/person to UEN 201727764C Wilfred Go Travelling & Hiking Pte or Bank Transfer to DBS Current Account 0029069789 and Text 94884478 with Print-screen Receipt **TA License No 03066** **TA NAME: WILFRED GO TRAVELLING & HIKING PTE LTD**

Hey Hashicorpians, We’re excited to invite you to the Cloud Native and HUG Singapore May Meetup, a collaborative in-person event with the Singapore CNCG meetup, hosted at Red Hat Asia Pacific Pte Ltd 👉 **[RSVP now](https://konfhub.com/singapore-cncf-and-hug-28may26)** and join us in person! This meetup brings together the cloud-native community to explore AI innovation and Kubernetes data security, share practical insights, and connect with fellow practitioners. 👉 **[RSVP now](https://konfhub.com/singapore-cncf-and-hug-28may26)** and join us in person! 📅 Date: Thursday, 28 May 2026 ⏰ Time: 6:00 PM – 9:00 PM (GMT+8) 📍 Venue: Red Hat Asia Pacific, 88 Market St, Level 46 CapitaSpring, Singapore 048948 🎤 Talks include: 1. **𝘈𝘨𝘦𝘯𝘵𝘪𝘤 𝘈𝘐 𝘰𝘯 𝘒𝘶𝘣𝘦𝘳𝘯𝘦𝘵𝘦𝘴: 𝘛𝘩𝘦 𝘊𝘭𝘰𝘶𝘥 𝘕𝘢𝘵𝘪𝘷𝘦 𝘞𝘢𝘺** by 𝗚𝗶𝗻𝗲𝗲𝘀𝗵 𝗠𝗮𝗱𝗮𝗽𝗽𝗮𝗿𝗮𝗺𝗯𝗮𝘁𝗵, Author of Kubernetes and Ansible books, 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁 𝗮𝘁 𝗥𝗲𝗱 𝗛𝗮𝘁 2. **𝘚𝘰𝘭𝘷𝘪𝘯𝘨 𝘒𝘶𝘣𝘦𝘝𝘪𝘳𝘵 𝘋𝘙 𝘤𝘩𝘢𝘭𝘭𝘦𝘯𝘨𝘦𝘴** by 𝗧𝗲𝗰𝗸 𝗦𝗶𝗮𝗻𝗴 𝗪𝗼𝗻𝗴 - 𝗣𝗿𝗲𝘀𝗮𝗹𝗲𝘀 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁 for Kubernetes Data Protection at CloudCasa. 3. **𝘚𝘦𝘤𝘶𝘳𝘪𝘯𝘨 𝘋𝘢𝘺 2 𝘖𝘱𝘦𝘳𝘢𝘵𝘪𝘰𝘯𝘴 𝘜𝘴𝘪𝘯𝘨 𝘛𝘦𝘳𝘳𝘢𝘧𝘰𝘳𝘮 𝘢𝘯𝘥 𝘝𝘢𝘶𝘭𝘵** by 𝗥𝗶𝘁𝗲𝘀𝗵 𝗛𝗲𝗴𝗱𝗲, 𝗜𝗕𝗠 𝗖𝗵𝗮𝗺𝗽𝗶𝗼𝗻 & 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗠𝗩𝗣 🏟️ Venue - Sponsored by 𝗥𝗲𝗱 𝗛𝗮𝘁 🍕 Networking, food & drinks - Sponsored By 𝗖𝗹𝗼𝘂𝗱𝗖𝗮𝘀𝗮 𝗯𝘆 𝗖𝗮𝘁𝗮𝗹𝗼𝗴𝗶𝗰 🎁 Quiz, swag & vouchers - Sponsored By 𝗛𝗮𝘀𝗵𝗶𝗰𝗼𝗿𝗽, 𝗮𝗻 𝗜𝗕𝗠 𝗖𝗼𝗺𝗽𝗮𝗻𝘆 2 Lucky winners will also get an opportunity to win Physical copy book of - **[𝗧𝗲𝗿𝗿𝗮𝗳𝗼𝗿𝗺 𝗔𝘂𝘁𝗵𝗼𝗿𝗶𝗻𝗴 𝗮𝗻𝗱 𝗢𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝘀 𝗣𝗿𝗼𝗳𝗲𝘀𝘀𝗶𝗼𝗻𝗮𝗹 𝗶𝗻 𝟮𝟬𝟮𝟲](https://mattias.engineer/blog/2026/terraform-authoring-operations-professional/)** Whether you’re a platform engineer, SRE, developer, or cloud architect, this is a great opportunity to learn, connect, and grow with the **CNCF & HUG community.** 👉 **[RSVP now](https://konfhub.com/singapore-cncf-and-hug-28may26)** and join us in person! Join Our Telegram Channel: **[Singapore HUG Telegram Public Channel](https://t.me/+4TSTIb7Z31JkMTk1)** **[CNCF Telegram Public channel](https://t.me/+7nwzcfCV03JjMzhl)**[ ](https://t.me/+7nwzcfCV03JjMzhl) LinkedIn: **[Singapore Hashicorp User Group](https://www.linkedin.com/company/singapore-hashicorp-user-group-hug/)** **[Singapore Cloud Native Community Group - Official CNCF Community](https://www.linkedin.com/company/cloud-native-community-group-singapore-cncf/)** See you there! Singapore HUG Organizers.

**Special topic for this week: TODO!** Have you ever wondered what happens after you write your program in any programming language and hit "Run"? Welcome to the new group dedicated to Compiler Engineering so we can discuss language design, static analysis, VMs, and code generation. Topics related to hardware architecture and FPGA are also welcomed! **Join us weekly and learn about:** * The vision for this group. * A crash course on how to start learning compiler dev (including top book recommendations). * An open networking session for showcasing projects and finding collaborators. * Weekly topic to learn about particular aspect of programming languages or hardware **Who is this for?** * Anyone building DSLs or new languages. * Anyone curious about low-level systems and programming * Anyone hiring for compiler/toolchain roles (come pitch your jobs!). * Anyone who wants to learn more about programming languages nature! This isn't a lecture—it's a conversation. Come share your projects and get motivated! This group is not super serious, so if you want to just yap about how bad is the new C++ standard you can find some listeners here. See you!

Are your blood pressure, blood sugar, or cholesterol levels quietly rising — even though you “feel fine”? Most people don’t take action until it starts affecting their daily life… Low energy, poor sleep, stubborn weight gain, and relying more on medication. It doesn’t have to get to that stage. Join our **offline health sharing session** and discover simple, practical ways to manage the “3 Highs” — without extreme diets or complicated routines. You’ll learn: • Easy lifestyle shifts to support healthier numbers • Smarter nutrition choices that fit your daily routine • How to build sustainable habits for long-term wellness Imagine waking up with more energy, thinking more clearly, and feeling confident that you’re back in control of your health. Whether your goal is prevention, improvement, or maintaining long-term wellness — this session will give you actionable steps you can start immediately. Seats are intentionally limited to ensure a focused, high-quality experience. 👉 Secure your seat now — message us or register today before spots are filled.

Sundate Yoga – Reconnect, Recharge, Refresh Guided by a Certified Yoga Instructor After a busy week, it’s time to slow down, stretch out, and reconnect with yourself. Join us for a relaxing outdoor yoga session designed to calm the mind, awaken the body, and restore your inner balance—surrounded by nature in a peaceful open-air setting. This 60-minute session focuses on mindful movement, gentle stretching, and deep breathing to help release tension, boost energy, and cultivate self-love. It's the perfect way to reset and start your weekend with clarity and calm. Session Details: 🧘 Time: Sunday, 10:30 AM – 11:30 AM 🧘‍♀️ Location: Aperia Mall, Open Plaza 🧘🏻‍♂️ What to Bring: Yoga mat, yoga block, yoga strap, towel, and water bottle All levels are welcome—especially beginners and intermediate practitioners. Take a deep breath. Let go. Show up for yourself. Namaste.

**For ages 13 and above.** Systema is a Russian Martial Art founded by the late Colonel Mikhail Ryabko and Vladimir Vasiliev. Systema was designed to develop individuals in a combative style which upholds the intrinsic value of all human life. This is why it is non-destructive – even of one’s enemies. Through the use of simple exercises, breathing techniques and massage work, Systema helps you to build a strong mind and body. Here is what you can expect: **Warm ups** Class begins with warming up each of the systems of the body – from the breathing, muscular and nervous system, each component needs to be properly engaged. **Thematic studies** Fetching from a huge pool of drills and sometimes even crafting specialized ones, our instructors format a logical progression of the concept being shared. Depending on the ability of the class, the drills are modified to be at the optimal level for learning, with suitable modifications given to students based on their individual performance. **Application of concepts** After the thematic studies, some time is given for the students to apply the training – the intensity is decided upon by the students under the supervision of the instructor. At times, the instructor will request for the students to push themselves, while at other times they are there to taper in the sparring to a productive level. **Cool downs** The cooldowns are usually done in a way both the help the class recover from the higher intensity application section as well as to revisit the concepts again in a calmer manner. This helps to ensure everyone is reminded of the key points. Sometimes we do a little massage. **Training circles** At the end of every training session, we circle up to share a few words about the training. This tradition was handed to us from our founders and is an integral part of our training. ### **Address** Lor 23 Geylang, #03-05 37, Singapore 388371 ### **Schedule** Saturdays 10AM - 12PM ### **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.

**For ages 13 and above.** We recommend a comfortable t-shirt and track pants or long pants. Please ensure your attire does not have sharp edges as these might cause unintended injuries to others and yourself. We also recommend you to wear clothes that you can afford to get ruined as there are many contact drills where they could get pulled or warped. We do not have shower facilities at the gym although there is a changing room and toilet at both locations. You can bring a set of spare clothes to change into after class with a towel or wet tissue to clean yourself if you wish. Bottled water is available for purchase at both locations, but you can also bring your own plain water. Food and drinks are not permitted in the venues. ### **Address** Lor 23 Geylang, #03-05 37, Singapore 388371 ### **Schedule** Saturdays 10AM - 11AM ### **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.

**For ages 17 and above.** Influenced by the Spanish and African culture, the Tango is sensual and passionate, one of the most fascinating dances. Stylized strides dominate this dance, along with periodical sharp and staccato movements. Tango’s passionate nature evokes a strong connection to the music, your partner and the audience, a dance that is exciting and often easy to learn. Its dramatic nature also makes Tango a very popular dance that is often featured in blockbuster movies; a favourite dance for those who enjoy drama within a dance. ### **Address** 795, North Bridge Rd, #02-01 797, 198763 ### **Schedule** Sundays 430PM - 530PM ### **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.

The June Ohio North Database Training user group meeting will be held on **June 2nd, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined online by **Sam Nasr.** You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/meet/215625630917731?p=vxNb3zudhNj0S6Cg0v)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Elections, announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### SQL Server 2025: The Developer’s Revolution Explore SQL Server 2025’s new dev features -JSON type, Regular Expressions, and Change Event Streaming for real-time pipelines. See how REST API and Data API Builder turn your data into secure, high-performance APIs. Packed with demos, this session is perfect for developers, DBAs, and architects \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

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\.

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

**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

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!