Cloud Storage

IMPORTANT: PLEASE RSVP ON BEVY FROM THIS LINK Join GDG Melbourne this month to Build with AI (#BuildwithAI)? 💻 What do you need to bring? * Make sure to bring your laptop (better if fully charged) for hands-on training. Also, check the workshop descriptions and prerequisites to stay ahead of the game! Join us for an evening of not 1 but 2 hands-on workshops, delicious food, awesome networking, and some surprise swag you won’t want to miss. 🎉 Whether you're a seasoned developer, a cloud enthusiast, or just dipping your toes into the world of AI and tech, this is the place to be. 📍 Where? Mantel Group Office, Level 2/452 Flinders St, Melbourne Doors open at 5:45 PM—message us on Meetup or Slack if you're arriving after 6:00 PM, as the lifts won’t let you up. 🎤 Agenda: 6:10 - 6:20 Welcome &Intro6:20 - 6:30 Cloud Credits setup6:30 - 6:55 Building a Multi-Agent System: Patrick Haralabidis6:55 - 7:05 Break7:05- 8:00 Hands-on Workshop: The Self-Curation Engine (Gemini + Cloud Run + EventArc) : Anupam Phogat8:00 - 8:15 Closing and Door prizes From 8:15 Continue networking, chat & drinks at Insignia on Flinders, 502 Flinders St. 🍻Workshop: Building a Multi-Agent System - Patrick Haralabidis In this Workshop, you will go beyond simple chatbots and build a distributed multi-agent system. While a single LLM can answer questions, real-world complexity often requires specialised roles. You don't ask your backend engineer to design the UI, and you don't ask your designer to optimise database queries. Similarly, we can create specialised AI agents that focus on one task and coordinate with each other to solve complex problems. Handson Workshop: The Self-Curation Engine (Gemini + Cloud Run + EventArc) - Anupam Phogat Data arrives from disparate sources with inconsistent schemas in our warehouse. To solve this, we present a serverless Cloud Run agent that uses the Gemini API to automate schema mapping. Triggered by new data, the agent compares raw schemas to a BigQuery target and dynamically generates the required SQL or Dataform transformations. This talk highlights how AI automates the most manual parts of data engineering: schema maintenance and logic generation. 🎁 What’s in it for you? ⚡Workshop on AI from industry experts 🍕 Cloud-shaped snacks (okay, maybe not literally, but the food will be delicious!) 🤝 Networking that’s as smooth as a well-architected cloud solution 🎁 Surprise swag 💡 NOTES: This is an in-person-only event, but if you have any accessibility requirements, reach out to us via Meetup or Slack, and we’ll do our best to accommodate you. Doors open at 5:45 PM at our host, the Mantel Group, Level 2/452 Flinders S,t Melbourne. Message via Meetup or Slack if you are arriving after 6:00, as the lifts won't let you up. Don’t miss this epic night of learning, networking, and fun! RSVP now and we’ll see you there! 👋 #gdgMelbourne #BuildwithAI #fluttermelbourne Agenda *** Speakers Patrick Haralabidis Patrick is a Google Developer Expert (GDE) in AI and Machine Learning, a Cloud Champion Innovator, and the Melbourne TensorFlow User Group organiser. He currently leads the ML and Software Engineering Chapter at Flybuys, where he leverages his extensive experience spanning backend, mobile, cloud, and AI technologies. Patrick excels at developing solutions in emerging tech fields, focusin… Anupam Phoghat - Core-X (Founder) I am a seasoned IT professional with years of experience in the field. I have extensive experience with Google Cloud Platform (GCP), and currently hold many professional level Google Cloud and other industry certifications. I am also certified in Kubernetes, and have a deep understanding of the core concepts of Kubernetes. I am passionate about sharing my knowledge with others by activel… Hosted By Katie Barnett, GDE Android / GDG Organiser Katie is passionate about all things Android. She has taken on a wide variety of challenging projects including in the live event, media and travel space. Her favourite thing is to see someone having a delightful experience using something she has worked on. Katie is very active in the development community, she is a Google Developer Expert for Android, one of the organisers of GDG Melbourne and is a Women Techmakers Ambassador. She frequently runs events, speaks on technical and non-technical topics and enjoys writing blog posts to share her experience with others. Katie is based in Melbourne, Australia but loves to travel the world and outside of tech she enjoys boardgaming and attempting to finish many craft projects. Suesi Tran, Senior Flutter Developer Google Developer Expert in Dart, Flutter & Firebase, Women Techmaker Melbourne ambassador, GDG Melbourne & Flutter Melbourne co-organiser. In short: Flutter is love, and mobile is life. Poornima Sivakumar, GDG Organiser Lovee Jain, GDG Organiser Lovee is a Software Engineer at Prezzee, a GDG Melbourne Organiser and also a Women Techmakers Ambassador. A tech inquisitive philomath, she loves problem solving and solution design. She has worked at a city council where she developed a lot of useful system integrations and while at Prezzee she develops and works on multiple gift card solutions to cater the B2B2C market. Zach Jensz, GDG Organiser Passionate about the web, seamless UX and accessibility. I love attending meetups, find me and come say hi! Ujjawal Raj, GDG Organiser Bramley Turner-Jones, GDG Organiser Yuba Raj (UV) Panta, GDG Organiser Kartik Arora, Android Engineer Google Developer Expert in Android Android Engineer @ Bilue Carolyn Ai Chi Wong, Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-melbourne-presents-gdg-melbourne-build-with-ai-event-may/.

**Details** Join us for networking, drinks and a good time catching up with fellow Power BI and Microsoft Fabric enthusiasts **Agenda:** 5:30PM - 6:00PM Welcome and Networking 6:00PM - 7:00PM Speaker Session **Topic:** Stream, Transform, Act: Real-Time Intelligence in Microsoft Fabric **THE SPEAKER -** Heidi Hasting - Heidi Hasting is a Business Intelligence professional and former software developer with over seven years experience in Microsoft products. She is an ALM/DLM enthusiast and Azure DevOps fan and co-founder and organiser of the Adelaide Power BI User Group. Heidi is a regular attendee at tech events including Azure Bootcamps, DevOps days, SQLSaturdays, Difinity and PASS Summit. **THE SESSION** An event occurs — a file lands, a sensor fires, a transaction completes — and you want something to happen. Whether it's streaming data, intermittent batch events, or a trigger the moment a file becomes available, that's all Real-Time Intelligence. We'll dig into Microsoft Fabric's RTI stack, covering Eventstreams, transformations, and a medallion architecture built on Kusto tables in Eventhouses. We'll visualise it all with Real-Time Dashboards, then kick it up a notch with Activator triggers and a look at what's possible with Fabric Operations Agents and Fabric IQ. **Sponsors:** **Vivanti** A big thank you goes out to our sponsor, Vivanti, for their support of this Meetup; providing the venue as well as drinks for attendees. **GET AI** A big thanks to GET AI for sponsoring the food. GET AI is a Microsoft speciliased consulting company focussed on building AI solutions in the Microsoft Ecosystem https://www.getai.com.au

🌟 **Unlock Your Full Potential with CPA Toastmasters!** 🌟 Are you ready to become a more confident speaker and a stronger leader? CPA Toastmasters is here to help you *grow* both personally and professionally! Whether you're looking to improve your public speaking skills, enhance your leadership abilities, or build self-confidence, Toastmasters provides a supportive and encouraging environment for you to thrive. 🚀 **Why CPA Toastmasters?** * **Improve Public Speaking**: Learn how to communicate clearly and confidently in front of any audience. * **Build Leadership Skills**: Develop the tools and techniques to become a stronger leader in your personal and professional life. * **Friendly, Supportive Community**: Join a group of like-minded individuals who are all working toward their personal growth and success. * **Real-Time Feedback**: Get constructive feedback in every meeting to help you continually improve. * **CPD Hours**: As our member, you are eligible to claim CPD hours under CPA for attending our meetings! 📈 **What to Expect at a Toastmasters Meeting:** * **Prepared Speeches**: Deliver speeches on topics you’re passionate about (Members only) * **Impromptu Speaking**: Practice thinking on your feet with quick, fun exercises. * **Constructive Feedback**: Receive valuable tips to help you improve, delivered in a positive, encouraging way. * **Leadership Roles**: Take turns leading the meeting, which helps you refine your organizational and leadership abilities. Come visit us in our next meeting and learn how our club can support your public speaking journey!

Too many kids as well as teenagers and adults have problems with study. Today's meetup will inform you about the basics in STUDY TECHNOLOGY that provides an understanding of the basics of learning and supplies exact ways to overcome all the pitfalls one can encounter during study. This is applicable to young children, teenagers (or their parents that are trying to help them) and adults alike. Study Technology shows how one studies in order to comprehend a subject so one can apply it. Laws on which learning is based and workable methods have also been discovered for anyone to apply for themselves or when teaching others. Too many students graduate from school and college unable to put to use what they’ve learned in school. It’s not that they’re stupid or that their teachers didn’t know how to teach. More than likely it traces back to the one thing missing from most educations—learning how to learn in the first place. We all went to school, yet isn’t it odd that no one taught us how to study? The information presented at this meetup can help anyone improve others or his own ability to learn. It is a practical tool that parents and teachers alike can use to enhance a child's study performance. You’ll learn the barriers that lie between your own or a child's education. And you will very quickly learn how to overcome them. This technology will enable you or a child to pursue any subject with skill and confidence. Teachers who have "hard to handle/distributive " or slow learners in class will absolutely love the amazing turn around most often seen in improved behaviour and student performance in class. If you or your child has difficulties at school (or learning new things at work or online) than this meetup is important to you. If you can not make it to our meetup than contact the organizer and arrange it to suit your time. This technology can if one was to live far away be taught online. (extension course) You may offcourse also opt to have this technology taught to your own child by experienced volunteeer staff or learn about this yourself and transfer this knowledge to those you want to have better grades. Yes it is possible to improve anyone's study performance. All it takes is just 5 steps. See you at this meetup. Pam

Manningham Toastmasters is a public speaking group that helps people improve their confidence, communication, and leadership skills Join us at Manningham Toastmasters for an engaging and supportive meeting designed to help you grow your public speaking and leadership skills in a friendly, encouraging environment. Whether you’re looking to build confidence, improve presentation skills, enhance communication at work, or simply challenge yourself in a safe space, our meetings provide practical, hands-on experience. ### What to Expect When You Attend 🔹 **Prepared Speeches** Members deliver speeches they’ve been working on as part of the Toastmasters educational program. These range from icebreaker introductions to persuasive speeches, storytelling, leadership presentations, and more. 🔹 **Impromptu Speaking (Table Topics)** Guests and members are invited to participate in short, fun, impromptu speaking exercises. You’ll be given a surprise topic and 1–2 minutes to respond a great way to think on your feet in a low-pressure setting. 🔹 **Constructive Feedback** Every speaker receives supportive and structured feedback. Our evaluation process highlights strengths and provides practical suggestions for improvement, helping members grow with each speech. 🔹 **Leadership Opportunities** Meetings are run by members, giving everyone the chance to develop leadership, organization, and facilitation skills in real time. 🔹 **Welcoming Environment** We pride ourselves on being warm, inclusive, and encouraging. Guests are never pressured to speak, though you’re welcome to participate as much as you feel comfortable. ### Who Should Attend? * Professionals wanting to sharpen presentation skills * Students preparing for interviews or academic presentations * Business owners and leaders developing communication confidence * Anyone looking to overcome fear of public speaking * Individuals wanting personal growth in a supportive community ### Why Attend? By attending Manningham Toastmasters, you’ll gain: * Greater confidence when speaking in front of groups * Improved clarity and structure in your communication * Enhanced listening and feedback skills * A network of motivated, growth-focused individuals Guests are always welcome to attend and observe a meeting before deciding to join. We’d love to see you and support you on your communication journey.

A11y Bytes is back for its fourteenth year, celebrating Global Accessibility Awareness Day. [Register for A11y Bytes Melbourne 2026](https://events.humanitix.com/a11y-bytes-2026-melbourne) The heart of digital accessibility and inclusion is not about guidelines, codes or regulations. It’s about people, and life, and how we live, how we access information, and how our lives are affected by the technologies of today. As many as 500 people have attended online Bytes events, as well as physical events in Brisbane, Canberra, Melbourne and Sydney attended an A11y Bytes event, making this the largest community run accessibility event in Australia. The event has since branched out into parts of New Zealand and it continues to grow. You don’t have to be an accessibility aficionado to attend. This event is about us all talking, thinking and learning about digital accessibility and inclusion together. Take part in A11y Bytes and connect, be inspired and have some fun as we talk, learn, grow and change the world. A big thank you to **Bupa** for being the Melbourne venue sponsor for this year's A11y Bytes. **Time and date** A11y Bytes Melbourne will be held on **Thursday 21 May 2026**, celebrating Global Accessibility Awareness Day. **Doors open at 6pm for a 6.30pm start** **Register** RSVP through humanitix to register. [Register for A11y Bytes Melbourne 2026](https://events.humanitix.com/a11y-bytes-2026-melbourne) **Presenters** * Scott Herschberger – From Insights to Action: Transforming Accessibility Through Data-Driven Mapping * Balram Singh – AI and Accessibility * Sam Sabour – Beyond Contrast: Rethinking Accessibility in Design Systems * Ayesha Semfel – Where to Start (and Stop) with Screen Reader Testing * Jamila Savoy * Xavier Vella – Early Findings from an Accessibility Audit of Hiring Systems.

Join me for a Thursday Night Cardio Blast. This 1 hour Dance Mixx class features the best routines to get you moving. Cardio dance routines for 30 mins followed by Strength and resistance training. $10 trial available, with the option of 2 months unlimited classes for just $99. Suitable for all ages and fitness levels.

KereKere Green in Fitzroy Gardens We will be discussing Philosophize This! Episode 18: Avicenna Can be found on the Philosophize This! website ( https://www.philosophizethis.org/podcast/avicenna-mz68j ), Spotify, YouTube Music, or other places you listen to podcasts. Everyone welcome

The optimum computing machine is a subject many of us have studied. If you were building one how would you design it? First the computer should be able to compute with perfect accuracy on any problem in the universe and produce answers which were always and invariably right. Second the computer would have to be swift, working much more quickly than the problem and process could be vocally articulated. Third the computer would have to be able to handle large numbers of variables and large numbers of problems simultaneously. Forth, the computer would have to be able to evaluate its own data and there would have to remain available within it not only a record of its former conclusions but the evaluations leading to those conclusions. Fifth, the computer would have to be served by a memory bank of nearly infinite capacity and would have to be available to the analytical portion of the computer in the smallest fractions of a second. Sixth, the computer would have to be able to rearrange former conclusions or alter them in the light of new experience. Seventh, the computer would need no exterior director, but would be entirely self determined about its programing guided only by the necessity –value of the solution which it itself would determine. Eight the computer should be self servicing and self arming against present and future damage and would be able to estimate future damage. Ninth the computer should be served by perception by which it could determine necessity –value. Tenth ,the memory bank should store perceptions as perceived ,consecutive with time received with the smallest possible time divisions between perception .It would then store in color-Visio (moving),tone audio (flowing),odor ,tactile and self sensation ,all of them cross –coordinated . Eleventh, for the purposes of solutions, it would have to be able to create new situations and imagine new perceptions hitherto not perceived and should be able to conceive these to itself in terms of tone –audio ,color-visio ,odor, tactile, and self sensation –and should be able to file anything so conceived as imagined ,labeled “memories” Twelfth, the entire machine should be portable. It might be somewhat astonishing at first to conceive such a computer .But the fact is, the machine is in existence .There are billions of them in use today and many ,many more billions have been made and used in the past . In fact you’ve got one .for we are dealing with the human mind. L.RON .HUBBARD Do you want to learn how the mind works?Then do not miss this meetup. RSVP now !!

**🚣‍♀️Ever wanted to try dragon boating?** Join us for a beginner-friendly Saturday morning “Come & Try” session at Docklands—no experience needed. 👉 Just RSVP or message us and come along ⸻ **What to expect:** * Quick safety briefing + basic paddling tips * Join our crew for a real on-water training session * Friendly, supportive environment (perfect for beginners) * ☕ Optional coffee catch-up after ⸻ **What happens after?** If you enjoy it, you can: * Join our weekday trainings (Tues/Thurs evenings) in addition to Saturday sessions * Continue to paddle with us for 30 days free on the Dragon Pass ⸻ **What to bring:** * Comfortable clothes to exercise in * Water bottle * Sun protection * Change of clothes (you may get a little splash) 👉 We provide all equipment (paddle + life jacket) ⸻ Location: Community Hub at the Dock 912 Collin’s Street, Docklands (waterfront side) ⸻ **👊Come give it a go this Saturday!!** No experience needed—just turn up and try it. ⸻ **Can’t make Saturday?** We also train Tuesday & Thursday evenings at 6pm—just reach out and we’ll help you get started. **⸻** **Southern Storm Paddle Club** trains all year around in Docklands, weather permitting. (Rain is not an issue!) If you have any questions, please get in touch with us on Facebook, meetup or email on [southernstormpaddleclub@gmail.com](mailto:southernstormpaddleclub@gmail.com) Follow the team on Social Media @ [https://www.instagram.com/southernstormpc/ ](https://www.instagram.com/southernstormpc/)[https://www.facebook.com/southernstormpaddleclub/](https://www.facebook.com/southernstormpaddleclub/)

Melbourne Flames Dragon Boat Club is your gateway to the exhilarating sport of dragon boating. As one of Australia’s fastest growing water sports, dragon boating is truly unique as men and women of all ages can train and compete together in one crew. We welcome new members regardless of gender or fitness level (minimum age is 12 years). Come along and try dragon boating with one of Australia's top teams for FREE! Simply sign up for a Dragon Pass (1 month free trial) via the link below and follow the instructions sent to your email. You will need to download TeamApp and RSVP there to confirm your spot. [Registration - Melbourne Flames](https://members.melbourneflames.com.au/registration/) We recommend you attend a welcome Sunday session for your first training. After you've learnt the ropes, you can join any of our Tuesday and Thursday on-water sessions. **What to bring to a training session** * Water bottle * Weather appropriate clothes that you don't mind getting wet i.e. hat and thongs in summer, thermals and shoes in winter * Towel and a change of dry clothes * Any friends you think would be interested, get them to register for DragonPass and TeamApp as well! * A sense of adventure and a positive attitude! All equipment, including a lifejacket and paddle, are provided. If you have any questions, please message the page!

Please join us this Sunday to discuss memory and dreams. We will meet at the Captain Melville at 2pm for a 2:15pm start sharp. **Please note the new $5 mandatory donation entry fee** (cash or transfer on day) to help with MeetUp subscription costs, venue costs, etc. There is no pre-requisite preparation necessary, nor a philosophical background, all that is required is a curious mind. These discussions are both a Socrates Cafe style discussion and lively metaphysical dojo, in the spirit of learning and friendly debate, so please feel free to challenge assumptions and be prepared to have your own assumptions challenged. This event is also posted to the Philosophy Circle group. Topic questions below, however please note these are open sessions not strict to the below: * Is memory a record, a reconstruction or a story? * When should we trust our memory? Is vividness reliable? * Are you the same person as your teenage self? * Can you genuinely remember something that never happened? * Does memory make us the same person over time? * Is nostalgia a form of truth or distortion? * Can forgetting be a virtue? * What should societies remember, and what should they let go? * Would you choose to have perfect memory if it were offered to you? * When we wake from a dream, are we remembering an experience or partly constructing a story after the fact? * Are emotions in dreams real emotions or only simulations of emotions? Hope to see you there!

## 🌿 **Kismetrix Singles Social Run/Walk + Coffee – TAN Track** [Register Here](https://www.eventbrite.com.au/e/apr-26-kismetrix-social-runwalk-coffee-the-tan-botanical-gardens-tickets-1985661113844?utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-term=listing&utm-source=cp&aff=ebdsshcopyurl) 📅 **Date: Sunday** 26th of April 🕘 **Time:** 10:00 AM – 11:30 AM (please arrive by 9:45 AM) 📍 **Meeting Point:** Royal Botanic Gardens Visitor Centre 🏃 **Route:** TAN Track loop through the Royal Botanic Gardens 📏 **Distance:** Approx. 3–4 km (relaxed social pace) Or Walk 🎽 **Dress Code:** Comfortable activewear or casual running clothes ## **About the Event** Looking to meet new people, get active, and enjoy great company — without the pressure of a dating event? The **Kismetrix Singles Social Run or Walk + Coffee** is a relaxed, feel-good experience for singles who enjoy movement, nature, and meaningful conversation in a warm, welcoming environment. We’ll run at an easy, conversational pace around the iconic **TAN Track**, giving you plenty of chances to chat, laugh, and connect with different people along the way. There’s no racing, no awkward icebreakers — just a friendly group of singles sharing a beautiful morning together. After the run, we’ll walk back as a group and enjoy **optional coffee and mingling at the Visitor Centre café**, where conversations can continue naturally and comfortably. Many guests tell us these events feel more like meeting new friends — with a spark of something extra. ## **Who It’s For** ✨ Singles who want to meet people offline ✨ Adults 18+ across a wide range of ages (20s to 60s+) ✨ People who enjoy light running, jogging, or active social experiences ✨ Anyone looking for community, confidence, and connection **Singles only. Adults only. No children or dogs.** This helps keep the space relaxed, focused, and socially comfortable for everyone. ## **What to Bring** * Water bottle * Comfortable running or walking shoes * Sunscreen / hat * Light jacket (weather can change) * Positive energy and an open heart 💛 ## 🎟️ This is a **free community event**, with **optional donations** to support the Kismetrix community. While many of our curated singles events are ticketed, this run is part of our **open community series**, created to make connection, movement, and belonging accessible to everyone. Your support helps Kismetrix continue building safe, welcoming spaces where real human connection can grow — romantically or platonically. ### **Hosted by:** **Kismetrix \| True Connection** Because real love starts with real connection. ### **🔗 Stay Connected with Kismetrix \| True Connection** Love this event? We run a variety of experiences to help people meet and connect in meaningful ways. 📧 **[social@kismetrix.com.au]()** 🌐 **[www.kismetrix.com.au](http://www.kismetrix.com.au "http://www.kismetrix.com.au")** 📱 **Follow us on Instagram:** [https://www.instagram.com/kismetrix_/](https://www.instagram.com/kismetrix_/ "https://www.instagram.com/kismetrix_/") **, Facebook & Eventbrite** 🤝 **Collaborations: [collabs@kismetrix.com.au]()** ### **📄 Important Notice** By registering for this event\, you confirm that you have read and agree to Kismetrix \| True Connection’s Terms & Conditions\, Privacy Policy\, Disclaimer and Code of Conduct\. Some events may be non\-refundable as stated in their individual descriptions\.

Please join us this Sunday to discuss memory and dreams. We will meet at the Captain Melville at 2pm for a 2:15pm start sharp. **Please note the new $5 mandatory donation entry fee** (cash or transfer on day) to help with MeetUp subscription costs, venue costs, etc. There is no pre-requisite preparation necessary, nor a philosophical background, all that is required is a curious mind. These discussions are both a Socrates Cafe style discussion and lively metaphysical dojo, in the spirit of learning and friendly debate, so please feel free to challenge assumptions and be prepared to have your own assumptions challenged. This event is also posted to the Socrates Cafe group. Topic questions below, however please note these are open sessions not strict to the below: * Is memory a record, a reconstruction or a story? * When should we trust our memory? Is vividness reliable? * Are you the same person as your teenage self? * Can you genuinely remember something that never happened? * Does memory make us the same person over time? * Is nostalgia a form of truth or distortion? * Can forgetting be a virtue? * What should societies remember, and what should they let go? * Would you choose to have perfect memory if it were offered to you? * When we wake from a dream, are we remembering an experience or partly constructing a story after the fact? * Are emotions in dreams real emotions or only simulations of emotions? Hope to see you there!

Please reserve your spot by registering on the below link : **Reserve** https://www.eventbrite.com/e/join-biggest-community-investors-founders-columbus-online-tickets-1988563717610?aff=meetup **QUESTIONS ?** Pls Reach out to; Ridhi - +971504724873 ( WhatsApp Only)

**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** TBD

The topic for May is "Ink" Speak Easy: true stories, told live. The idea is simple: an audience, an open microphone, and great stories. Hilarious, gripping, poignant- it's up to you. Audiences are invited to come to listen or come to tell as folks from all corners of Columbus offer their stories live on stage! Held at Wild Goose Creative's warm, intimate space, this night of tales occurs on the 3rd Thursday of every month. Doors open at 6:30 pm, show starts at 7:00 pm. Please arrive early if you want to tell, as we generally only have room for a limited number of tellers, and the sign-up sheet has a tendency to fill up fast. Formed around the idea that people need stories--they're what hold and draw us together--SpeakEasy celebrates the strangeness and commonness of being human. And in a world of smartphones, Facebook, Twitter, and more . . . it gives people a real, breathing, in-person way to connect. The night is geared for true stories of all kinds, taking the best tales told around kitchen tables, in darkened pubs, on the street corner, and at late-night parties and giving them an audience. Speak Easy is also a great outlet for performers, writers, and artists looking to share their favorite stories and perfect their skills. We strongly encourage tellers to please tell the story rather than read it so we keep within the spirit of good storytelling and stay engaged with the audience. All are welcome. Hang around after the show for a drink and build community!

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

On Thursday, May 21, 2026, we will meet at the 700N Conference Room at 700 N Hurstbourne Pkwy. Doors will open at 6:00 p.m., and the presentations will begin sharply at 6:30 p.m. Along with an excellent presentation, TEKsystems will provide food. Please RSVP so we know how much food to order. Afterward, we will go to Brick House Tavern for drinks and food to continue the conversation. The session will also be broadcast at https://twitch.tv/TaleLearnCode. ### **GitOps: Easy Deploy and Even Easier Rollback** GitOps isn't just for containers. The methodology of deploying from a build is now baked into our culture. Take it a touch farther with infrastructure as code and a few extra techniques, and you can reliably deploy to any platform: cloud, on-prem, container, PaaS, and more. Join us as we learn the methodology of GitOps, the critical pieces you need in place, and the elegance of rollbacks with GitOps. You'll leave with a working repo of deployment techniques that doesn't consume any paid tools or container-specific techniques.

We'll get in around 4 miles at Three Creeks Metro Parks, primarily natural trails. 17-18 minute miles, no one left behind, and faster walkers are free to lead out. Optional lunch after! If you're joining for hiking all the metro parks, this is the sixth one!