Architecture

**Register now to attend! =>** [https://konfhub.com/ksug-au-2026-03-04](https://konfhub.com/ksug-au-2026-03-04) **<=** **Latest promotions** discovered by our community! * Missed **75%** off [LF / CNCF](https://lf.ksug.ai/)? [Get Notified](https://ksug.ai/?notify&ref=meetup) for next BIG drop! * **20%** off [KubeCon Europe](https://ksug.ai/events/?ref=meet) 2026 using code **KSAI20** * Up to **30%** off popular [Books](https://ksug.ai/books/?ref=meet) and [Events](https://ksug.ai/events/?ref=meet) We're excited to welcome you to the upcoming **KSUG.AI Australia Meetup** — happening both in-person at at Amazon and online via [Zoom](https://linktr.ee/ksug.ai)! 🎉 We're actively seeking more awesome AI topic speakers! 👉 [https://speaker.ksug.ai](https://speaker.ksug.ai) **Agenda and topics preview:** * Food, drinks and Socializing * Welcome / Introductions by the Organizers @**[KSUG.AI](https://ksug.ai/?ref=meet)** * **Topic 1:** Beyond Patching: Why Distroless is Your Last Line of Defense Against 0-Days by **[Andrew Dean](https://www.linkedin.com/in/ad7/)**, Enterprise SE @**[Chainguard](https://www.chainguard.dev/)** * **Topic 2:** Managing Kubernetes at scale with ClusterAPI, GitOps, and NKP by **[Chris Porter](https://www.linkedin.com/in/mrchrisporter/)**, Principal SA @**[Nutanix](https://www.nutanix.com/)** * **Topic 3:** Era of Resource Efficient AI Models by **[Om Subrato Dey](https://www.linkedin.com/in/om-subrato-dey/)**, Incoming Master of IT with AI @**UoM** * **Quiz time:** nice swags giveaways Food and drinks will be provided between **5.30 and 6 pm** on a first-come, first-served basis. This is a great opportunity to learn and network with our peers. Thanks to our sponsors @**[Amazon](https://aws.com/)**, @**[KodeKloud](https://ksug.ai/kk/?ref=meet)**, **[Nutanix](https://www.nutanix.com/)** and **[Chainguard](https://www.chainguard.dev/)**! **[Register here](https://konfhub.com/ksug-au-2026-03-04) to secure your spot!** See you all there! **Location:** Amazon MEL12, Level 13.304 [555 Collins St, Melbourne VIC 3000](https://maps.app.goo.gl/Kbi13GZqj2zDqDz2A) 👉 Join our [Discord](https://discord.com/invite/Rp9WzYyKua) and [WhatsApp](https://chat.whatsapp.com/D9a9IDiCS7U4cqQ0Sh60cz?mode=gi_t) for latest update! 🔖 𝐎𝐧𝐠𝐨𝐢𝐧𝐠 𝐃𝐢𝐬𝐜𝐨𝐮𝐧𝐭𝐬: ☸ 30% OFF **[Kubernetes](https://lf.ksug.ai/)** Certs - Code: **30K8SUG** ☸ 37% OFF **[KodeKloud](https://ksug.ai/kk/?ref=meet)** Plans - Code: **K8SUGKK** 𝐖𝐡𝐲 𝐖𝐞 𝐃𝐨 𝐓𝐡𝐢𝐬: ✅ Learn 𝐅𝐀𝐒𝐓𝐄𝐑 ⚡ ✅ Certify 𝐒𝐌𝐀𝐑𝐓𝐄𝐑 💰 ✅ Grow 𝐒𝐓𝐑𝐎𝐍𝐆𝐄𝐑 💪 𝟏𝟖𝟎,𝟎𝟎𝟎+ follow **[KSUG.AI](https://ksug.ai/?ref=meet)** 🔥 [linktr.ee/ksug.ai](https://linktr.ee/ksug.ai) *By registering, you consent to the management of your personal information in accordance with KSUG.AI Meetup's [Privacy Policy](https://k8sug.ai/privacy). Additionally, you agree that our sponsors may contact you.* **[KSUG.AI](https://ksug.ai/?ref=meet)** is an independent community and not affiliated with or endorsed by CNCF. Kubernetes, K8s, Kubestronaut are registered trademarks of The Linux Foundation.

Let's have fun while watching the night view with our friends! 🏃‍♂️Training menu🏃‍♂️ Every Wednesday 6:00p.m~ Fed Square Assembly 【https://maps.app.goo.gl/zmPQ6U533pUDcNSA9?g_st=ic】 If you have luggage, please consider using the lockers at the station. 💥40~60 min Jog+Walk Pace: Easy pace, suitable for beginners. If you got tired, let's walk together. 【schedule】 6:00 p.m Gathering 6:10 p.m Start 7:00 p.m End of training Challengers we are waiting for you 😊

Jewellers can hire a desk in our workshop to make or finish off their own pieces. This workshop is self run, you need to attend a health and safety induction before working daily unattended. Basic jewellery making tools are provided and some consumables such as flux, borax, tumbling polish, lathe polish and some drill bits. Aprons and safety glasses are provided, tie up loose hair, wear enclosed shoes. Please email claw.creative.studios@gmail.com for any questions or inquiries. Clara Carija, Director CLAW CREATIVE.

**\*\*\*This is a pre-booking event. Please visit [artmasterclass.com.au](https://www.artmasterclass.com.au/) choose your lamp, use the MEETAMC10 coupon code, and make a reservation.\*\*\*** Join us for a hands-on workshop where families can learn the art of creating beautiful Turkish lamps together. This unique and engaging class will guide parents and kids through crafting intricate and colorful lamps. No prior experience is required, as our expert instructors will provide step-by-step instructions on design, assembly, and decorating techniques. This workshop is perfect for families and friends to bond, unleash their creativity, and take home a stunning handmade craft that can brighten any room. Come discover Turkish lamp-making's magic with your little ones in a fun and supportive environment. In this 2.5-hour workshop, you'll lose track of time and end up with a beautiful lamp to take home!

Hello Melbourne, We’re excited to host our next BrowserStack QA meetup in Melbourne. an evening of practical insights on how AI is reshaping software quality, security, and developer workflows at scale. ​Come for sharp talks from industry leaders, stay for dinner and networking with the local QA, security, and engineering community. Agenda: **6:00 PM**: Open doors and introduction **6:30 PM - 7:10 PM**: Will be Updated soon **7:30 PM:** Dinner and networking **Few notes:** **🔹 This will be an In-Person event** **Mark your calendars and reserve your spot now! We can't wait to see you there!** **Note- RSVP doesn't confirm your seat, We will be sending the confirmation email one day prior to the Meetup to confirm your seat.**

## 📅 Date & Time **Thursday 5 March** **10:30 AM – 12:30 PM** (Feel free to arrive anytime during the event, no strict start required.) ## 📍 Location **KereKere Green** Fitzroy Gardens, East Melbourne We’ll meet near the café seating area outside. The host will be easy to spot, just look for a small group chatting nearby. If you arrive later, simply come say hello and join us. ## ☕ About this event Join us for a relaxed midweek coffee meetup, a simple way to meet friendly people and enjoy Melbourne’s café culture in a casual, welcoming environment. This event is designed for easy socialising with no pressure or formal activities. Whether you’re new to Melbourne, working remotely, studying, travelling, or just want to get out of the house and have a good conversation, you’re welcome to join. Grab a coffee, tea, or snack and enjoy relaxed chats with others. The host will help introduce people, so it’s comfortable even if it’s your first meetup. There’s no strict agenda; come and go whenever you like. ## 🧭 What to Expect **10:30 – 10:45 AM \| Arrival & Coffee Orders** People arrive gradually, order drinks, and settle in. **10:45 – 11:45 AM \| Social Coffee Time** Casual conversations and introductions in a laid-back atmosphere. **11:45 AM onwards \| Optional Garden Walk \(Weather Permitting\)** If the weather is nice, we may take a short, relaxed walk through Fitzroy Gardens. Completely optional, you’re welcome to stay seated and keep chatting. **12:30 PM \| Flexible Wrap\-Up** The meetup naturally winds down, but feel free to leave earlier or stay longer. ## 🌿 Who This Meetup Is For * People new to Melbourne * Remote workers or freelancers * Students or travellers * Anyone looking for a relaxed weekday social connection No experience with meetups needed; many attendees come solo. ## ☔ Weather Plan This meetup runs **rain or shine**. We’ll primarily gather in the café seating area so everyone stays comfortable. Melbourne weather can be unpredictable, so check updates on the day if needed. ## 🤝 Friendly Guidelines Please be respectful, inclusive, and considerate toward everyone attending. Take your time getting to know people and be mindful when sharing personal information. ## ⚠️ Disclaimer This is a volunteer-organised social gathering intended to help people connect. Organisers are not responsible for loss of personal belongings, accidents, or injuries during the meetup. Please take responsibility for your own safety and property. Looking forward to meeting new faces and seeing familiar ones too ☕🙂

To celebrate ***International Women’s Day***, we’re bringing our community together for a special evening featuring two inspiring women in tech. This event is all about sharing experiences, learning from real journeys, and creating space for honest conversations about building a career in cloud and technology. Whether you’re just starting out, making a transition, or already deep in the industry, you’ll find stories, insights, and perspectives that resonate. **And some exciting news** — thanks to our friends from [Programmable](https://www.programmable.tech/), attendees on the day will get a chance to win a ticket to the Programmable conference (valued at $449!). Expect practical lessons, personal reflections, and the kind of discussions that remind us why community matters. See you then! **Topics** **1\. One Platform\, Infinite Connections** An API Platform is not simply a layer for routing traffic; it is an operating model for how organisations design, secure, and monetise digital capabilities. This session opens by defining what an enterprise API Platform looks like in practical terms and why it’s becoming a core part of modern engineering and business strategy. Using a real implementation as context, the discussion examines how Apigee enables structured governance, streamlined developer onboarding, intelligent traffic control, and deep observability. It also addresses how the platform supports emerging AI, LLM, and MCP patterns, outlining its security architecture in production environments and demonstrating how APIs can be bundled into consumable products to create commercial value. Particular attention is given to advanced protection strategies for managing both conventional API workloads and AI-driven traffic. Attendees will leave with a concrete, experience-backed framework for turning an API platform into a measurable driver of innovation, resilience, and revenue. **About the speaker** Neha is an Engineering Manager at MYOB, leading the API Platform capability. With nearly two decades of experience in the IT industry, she has built deep expertise across cloud infrastructure, platform engineering, and large-scale technology transformations. **2\. Stateful Secrets in a Stateless World: Navigating the Azure Serverless Landscape** Serverless is more than just a buzzword; it represents a fundamental shift from managing infrastructure to focusing entirely on code. In this session, we’ll begin by comparing serverless with traditional server-based models to unpack the true differences in cost, maintenance, and scalability. From there, we’ll walk through a real-world application architecture to see how Azure Functions can be used to solve practical engineering problems that conventional servers often struggle to handle efficiently. Drawing on lessons learned from hands-on experience, we’ll also explore common pitfalls, optimisation strategies, and cost-saving techniques. Whether you’re new to serverless or already working with cloud-native systems, this talk will leave you with a clearer, more practical blueprint for designing and building modern applications. **About the speaker** Archana is a Master’s in Data Science candidate with a foundation in Computer Science and Engineering. She brings hands-on experience from her background as a Full Stack Developer, where she focused on building web applications powered by Azure serverless backends. By blending her software engineering roots with her current work in data science, Archana designs cloud-native solutions that are both scalable and data-driven. She is passionate about sharing practical lessons and helping the community understand how to effectively bridge the gap between web development and serverless technology. **Agenda** 5:30pm – Food and networking 6:00pm – Presentation 1 6:40pm – Presentation 2 7:20pm – Networking Thanks to our sponsors: [HAL systems](https://www.halsystems.com.au/), [Mantel](https://mantelgroup.com.au/) and [REA group](https://www.rea-group.com/)! Join us for an evening of learning, conversations, and great company!

In 2024, we had to cancel this event due to extreme heat. So this will be a great opportunity to run this event in 2026 and hopefully without any drama. ***Please check this page regularly in the event we need to cancel due to unpredictable weather conditions.*** Visit Steamrail Victoria and experience 135 Years of Melbourne's History at Newport Workshops & Railway Museum. See what the volunteers do behind the scenes and get up close and personal with heritage locomotives and carriages. This is a fun-filled and very photogenic event not to be missed. The link to this event - [https://www.steamrail.com.au/opendays](https://www.steamrail.com.au/opendays) #### **NEWPORT RAILWAY MUSEUM** The Newport Workshops Open Days are located over two sites. **Included with your ticket is free entry to the Newport Railway Museum.** Visit the 140 year old F176 or Victoria's largest locomotive, the famous **Heavy Harry**. Also open for viewing will be the heritage North Williamstown Signal Box, railway models and various suburban rail carriages dating from the 1888 'Swing Door' to the 1980 'Hitachi' and 1983 'Grey Ghost' carriages. #### **PRICES** **Adults - $35** - Adults Ticket (17 & Over) - Adults Tickets are at Seniors/Concession Prices. No further discounts are available. **Under 17 - $15** - Under 17 Ticket (Valid for 3 to 16 year old) **Draft Schedule** 9:45 to 10.00 Meet at the main gate of Newport Workshops (where the watertower is) on Champion Road, North Williamstown [https://goo.gl/maps/sP8BikCXRJ39RzWE6](https://goo.gl/maps/sP8BikCXRJ39RzWE6) 10.00 to 1.00 Explore the Newport Workshops and Steam Locomotives. 1.00 to 1.45 Lunch (there will be food trucks on site so we can catch up and eat around these). This will be our catch up point before the second half of the event. 1.45 to 4.00 Newport Railway Museum - 26 Champion Road, Newport [https://www.arhsvic.org.au/museum](https://www.arhsvic.org.au/museum) We can catch the shuttle bus from the Workshops to the Museum or walk there **Or** i**f you prefer you can continue exploring the main workshop site** 4.00pm Event ends. Look forward to having you join us! John and Rowan

**\*\*\*RSVP PROCESS - CRITICAL INFO\*\*\*** Please be aware, we don't use the Meetup website to take RSVPs, so you will need to register on this link to lock in your place (bookings essential) - [https://propdev.info/uMKh](https://propdev.info/uMKh) We run events most weekends around Australia so you can attend either physically in your local area, or live-stream to any event around the country. **In-Person:** 1:30pm (Melbourne time) to 'Mingle With The Expert' **Virtual:** 2pm (Melbourne time) **INTRODUCING THE INDUSTRY EXPERT:** *Turn Victoria’s New Codes Into Better Yield! JESSE ANT Architects (Jessica Wang)* Are You Missing Out on Victoria’s New Untapped Development Potential? Victoria quietly rewrote the rulebook for multi-unit developments, and most mum-and-dad developers haven’t caught on yet. New planning codes. Clearer standards. Faster pathways. Less discretion. Less guesswork. More certainty. And here’s the kicker If you’re still designing projects the old way, you could be leaving yield, time and profit on the table without even realising it. That’s why this month’s Industry Expert, **Jessica Wang** from **JESSE ANT Architects**, is a must-see. Jessica is working daily with the new Victorian Townhouse & Low-Rise Code, the changes that are unlocking approvals for duplexes, townhouses and low-rise multi-unit projects that previously would’ve struggled. At this session, Jessica will show you: • How the new deemed-to-comply standards can actually work in your favour • Where extra yield and smarter layouts are now possible under the updated rules • How to design multi-unit projects that councils must approve if you hit the benchmarks • What savvy developers are doing right now to turn planning reform into real opportunity This isn’t about fighting council. It’s about understanding the new rules and using them to your advantage. If you’re developing (or planning to develop) in Victoria, this session could completely change how you look at your next site. Because the opportunity is there. The question is… are you set up to take advantage of it? **INTRODUCING THE REAL DEAL:** *3 Townhouses (Xavier Rigney)* *820m2,GRZ, Bendigo, Victoria* Turning Challenges into Multi-Unit Success You’ve found a promising development site. Numbers look good. The dream of building townhouses or duplexes seems achievable. Then reality hits. Permits drag. Engineering submissions take months. Banks and utilities slow the process. And suddenly, what should have been a smooth journey becomes a minefield of delays, extra costs, and last-minute hurdles. This is exactly the type of challenge **Xavier Rigney** faced on his latest multi-unit development and he’s coming to the next Property Developer Network Meetup to share the inside story. From keeping the existing dwelling tenanted throughout construction to navigating stormwater setbacks, Section 173 Agreements, and even last-minute easement oversights, Xavier’s project had it all. There were lessons in timing, sequencing, negotiation, and patience. Yes, a few expensive “oops” moments along the way. But here’s the good news: despite every obstacle, the project succeeded, showing exactly how mum-and-dad developers can turn complex hurdles into profitable outcomes. At this session, Xavier will reveal: • How to generate income during construction by keeping existing dwellings tenanted • The importance of early engineering coordination to avoid costly delays • How to manage banks, utilities, and councils when timing isn’t on your side • Real-life lessons from subdivision, civil works, and construction, and how to prevent the mistakes he made If you’re developing or planning a multi-unit project in Victoria, this session will give you the practical insight, hard-earned strategies, and confidence to avoid the pitfalls that derail so many deals. Because in property development, it’s not about luck. It’s about knowing the process, navigating the hurdles, and getting the job done right on time and on budget. ***This is your chance to talk property with other enthusiasts!*** See you all soon!

Join membersrs of the Central Ohio UX and digital design community for a casual monthly breakfast.

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

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **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

This month, we are in-person at GameArena!!! We will also be joined by students and their games from [Shawnee State](https://www.shawnee.edu/game-design-programs)! \-\-\- Join us for our our monthly COGG Prototype and Play event @GameArena! Come to play and showcase your games. We're back in the upper levels of the catwalk mezzanine area. It'll be packed with lots of camaraderie playing your game(s) and other's games on the 2nd floor as well as the 1st floor in the gaming room below the mezzanine. Light snacks and water provided but you can buy food and drinks at the bar (alcoholic drink ID required). [https://www.game-arena.co/menu](https://www.game-arena.co/menu) **Attendees:** Don't have a game to show? Not a problem! All are welcomed and invited from all ages and backgrounds. The more we can have to play test our games the better! **Developers:** Do you have a game that you would like to get critical feedback on? Would you like an excuse to work on a game with other talented artists, programmers, musicians, designers, and writers? Digital, table-top, non-experienced developers, and the like are welcomed! We'll provide signage for your game to help others learn more about your work. Wifi, outlets, tables, and seats (though standing tables also) are available. Come to the Prototype and Play workshop to collaborate and meet local game developers for an evening of epic and raw game play fun! Play works-in-progress, show off your own game, work with others to add polish to a game, or even lend your talents to other fellow developers. Can use South Garage at the Gateway with a $5 voucher on your way out. 75 E 11th Ave, Columbus, OH 43201 [https://maps.app.goo.gl/UwgveUYG37Jy7RtS9](https://maps.app.goo.gl/UwgveUYG37Jy7RtS9) If you have any questions or comments, as always, feel free to reach out to us at [info@thecogg.com!](http://info@thecogg.com!/)

Et tu, betch? 🏺Join our host MisSir Wat, Oop C Daisy, Fish Patty, and Stella Stargayzer for two hours of songs about revenge and backstabbing, benefitting the Westerville Queer Collective! Good Vibes Winery will have wine, wine slushies, and some breakfast items for sale. 🏺 🔗Get your tickets here: https://donorbox.org/events/907893/steps/choose_tickets 🥂This is a 21+ show, a prize will be awarded to the person in the best toga! (Optional!) Benefitting The Westerville Queer Collective- dedicated to education, advocacy, pride, and outreach in the Westerville community. A portion of sales will go towards funding WQC Pride! All ticket sales will be processed via WQC's Donorbox page, we are not liable for any sales make through third-party vendors. Additionally, this event seconds as a food drive! Please consider bringing shelf stable food items for WQC's food pantry, located in Java Central.

We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.