Immutable Infrastructure

Have you been interested in woodworking, 3D printing, CNC, cosplay or Electronics? Come visit Maker Community to get a tour of our space, learn about our memberships, have a chat with our members and discuss your dream projects.

**Aim** Developing A.I / Machine Learning systems ... optionally with Robots **Web-site: [https://ai-ml-robots.github.io](https://ai-ml-robots.github.io)** **Discussions: [https://tinyurl.com/ai-ml-robots-discussions](https://tinyurl.com/ai-ml-robots-discussions)** **Pre-meeting catch-up:** 6:00 pm at [Fonda Mexican restaurant, 248 Swan Street, Richmond](https://maps.app.goo.gl/eytwnmbDGrmTY7GX7) ***(our table will have orange traffic cones)*** ... great opportunity for casual discussion and especially for newcomers to get acquainted with the group **Activity:** Using [Google Colab](https://colab.google) and [Aiko Services](https://github.com/geekscape/aiko_services), we will build a project ... where the details will be provided / updated a couple of weeks prior to the meet-up date. **Agenda:** 7:00 pm sharp at 415 Church Street, Richmond \- 7:00 pm ML software "guided" build session using Google Colab \- 9:30 pm Projects show and tell: ad\-hoc for anyone to contribute \- 9:45 pm Tidy up room \- 10:00 pm Hard stop \! **Please bring a laptop, as these are hands-on build sessions.** Just think of a laptop as a robot without wheels or legs ! If you are a newcomer to Machine Learning or robotics, you are still very welcome. If you do have a robot, please bring it along !

**Want to boost your confidence and master the art of public speaking — all while enjoying dinner with friends?** At **Silver Service Toastmasters**, we combine great food, genuine friendship, and personal growth in a relaxed, supportive atmosphere. We’re an inclusive club where everyone — from first-time speakers to seasoned storytellers — is encouraged to shine. Join us on the **second Monday of every month** for a fun, inspiring evening in a private dining room. You’ll share a meal, great conversation, and a few laughs while learning the skills that help you speak — and lead — with confidence. Come for the dinner, stay for the growth!

Please contact me on 0413261925 to organise an appointment. Tuesdays 8:00 am - 4:30 pm. From $25. Ask for Angelique.

Meditationn

A mix of dance classes, connections & laughter! We love offering a diverse range of moves to keep things fresh and exciting, and it’s always amazing to see our dance community connecting on and off the dance floor. It’s all about coming together, learning, and having fun! Brighton Beach Bowls Club 2B South Rd Brighton 7:00 pm - 9:30 pm Beginner & Intermediate levels $25 CASH or PAYID

**\*\*\*This is a pre-booking event. Please visit [artmasterclass.com.au](https://www.artmasterclass.com.au/) choose your cheeseboard and coaster, use the *MEETAMC10* coupon code, and make a reservation.\*\*\*** Unleash your creativity at our Resin Art Workshop in the heart of Melbourne! Join us for a fun and interactive session where you'll learn the art of resin pouring from expert instructors. Whether you're a complete beginner or looking to refine your skills, this workshop is perfect for everyone. You'll create stunning, unique pieces to take home and enjoy, all while surrounded by like-minded creatives. Our workshops provide all the tools, materials, and guidance you'll need to bring your vision to life. Discover the mesmerizing flow of resin, explore vibrant pigments, and watch your art evolve into a glossy masterpiece. Each session is designed to be both educational and relaxing, making it the ideal activity to unwind, socialize, and spark inspiration. Spaces are limited, so book your spot today and dive into the colorful world of resin art with us!

**Register now to attend! =>** [https://konfhub.com/ksug-au-2026-01-14](https://konfhub.com/ksug-au-2026-01-14) **<=** **Latest promotions** discovered by our community! * **30%** off [Linux Foundation](https://ksug.ai/?ref=meet) Certs using code **30K8SUG** * 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:** **TBC AWS re:Invent re:Cap** * **Topic 2:** **TBC EKS + AI update** * **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://kodekloud.com/k8sug)**! **[Register here](https://konfhub.com/ksug-au-2026-01-14) 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 **[#Discord](https://discord.com/invite/Rp9WzYyKua)** for latest update 👉 [https://discord.com/invite/Rp9WzYyKua](https://discord.com/invite/Rp9WzYyKua) 🔖 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.

AWS re:Invent is Amazon Web Services’ flagship global technology conference, held annually in Las Vegas since 2012. Every year, the most critical updates and shifts around Kubernetes, Amazon EKS, and AI are first discussed, debated, validated, and refined at re:Invent — shaping technology decisions for years to come. This is not just another tech conference. It is where engineers, architects, and AWS core teams collectively define the future direction of cloud technology. Many AWS technologies are officially announced for the very first time at re:Invent. And just recently, AWS re:Invent has concluded in the US. From AWS re:Invent to Melbourne Bringing Global Cloud Insights to the Local Tech Community Shortly after re:Invent wrapped up, JR Academy is bringing first-hand insights from the global cloud stage directly to Melbourne. At this critical moment, JR Academy, together with KSUG, is hosting an in-person technical meetup to share real observations and discussions straight from the conference floor. This is not a replay or summary of re:Invent sessions. It’s a focused exchange that brings key global cloud judgments back to the local engineering community. Not a “Re-cap”, but a Deep Technical Exchange What engineers bring back from AWS re:Invent is rarely just slide decks. More often, it’s: Which EKS and AI directions were repeatedly discussed on-site Which technologies looked promising, yet sparked real debate among engineers How personal technical judgments and engineering thinking evolve after high-density information exposure These insights are difficult to fully capture through live streams, blogs, or recap articles — yet they are often the most valuable inputs for real-world technical decisions. JR Academy hopes to open these discussions to more engineers. **Event Focus** 🔹 First-hand perspectives from [AWS](https://aws.amazon.com) re:Invent Participants who attended re:Invent in person will share what they saw, heard, and felt — beyond what appeared in keynotes. 🔹 Amazon EKS & Kubernetes topics Exploring changes in platform capabilities, architecture design, and engineering practices, and discussing the next phase of Kubernetes within the AWS ecosystem. 🔹 AI insights & emerging trends Practical takeaways and new signals around AI from the conference. **Event Perks** 🎯 Food & drinks available from 5:30 PM – 6:00 PM (first come, first served) 🧃 Open networking & face-to-face technical discussions **Registration Notes** ⚠️ Amazon Office security requirements: Photo ID required (Passport or Driver’s License) Registration must be under your real name Thank you for your understanding. **Event Details** 📍 Location Amazon MEL12, Level 13 304/555 Collins St, Melbourne VIC 3000 🕠 Time January 14, 2025 — 6:00 PM (Melbourne time) 🎯 How to Register Click “Attend” on the right to secure your spot. 📍 Technical Community Discussion After registration, please contact JR Academy (Xiao Hua) to join the group for deeper technical discussions. Why JR Academy Keeps Doing This At JR Academy, we believe the real gap between engineers is not just about mastering individual tools — but about building independent understanding and judgment at the very beginning of change. Not everyone can attend AWS re:Invent in person. But the key insights it generates deserve to be heard as early as possible. That’s exactly why we bring it to you. **🤝 Acknowledgements** AWS Melbourne Office — Venue support [KSUG](https://ksug.ai/) — Global AI & Cloud-Native Community

Develop your public speaking skills in a safe, fun, learning environment. North Melbourne Toastmasters is a place where you develop and grow - both personally and professionally. You join a community of learners, and in Toastmasters meetings we learn by doing. Whether you're an executive or a stay-at-home parent, a college student or a retiree, you will improve yourself; building skills to express yourself in a variety of situations. You'll open up a world of new possibilities - Gain confidence, courage and poise - Overcome nerves - Express yourself in any situation - Deliver engaging presentations - Communicate what you really mean - Enhance your professional and personal development - Learn managerial and leadership skills Join us at North Melbourne Toastmasters for this Toastmasters meeting. This is the perfect place to develop your public speaking skills in a safe, fun, learning environment. Come along for free as our guest to experience a North Melbourne Toastmasters Club meeting. North Melbourne Toastmasters meets on the 1st and 3rd Thursdays- 7:30pm-9:30pm. Come as a guest and get a feel of Toastmasters and our amazing club!

**Cut Through the AI Hype: What’s Really Helping Software Engineers Build Better, Faster** Tired of the noise around AI and ready to see what’s actually driving impact? Join us for a deep dive into the latest global research on how AI is (and isn’t) helping software engineers ship higher-quality software at speed. **Vivek**, former Lead Data Scientist and founding team member at **Multitudes**, will unpack insights from their global **AI Impact Survey** — revealing where teams are finding real productivity gains and where the hype doesn’t hold up. At Multitudes, Vivek led the company’s Data and AI strategy, creating analytics tools that help teams perform better and work happier. He’s recently spoken at LAST Conf, holds a PhD in Optimisation via Quantum Computing, and is passionate about data-driven approaches to meaningful change.

Come join us and practise public speaking! All levels are welcome. Take the first step to overcome your fears, build confidence and learn to speak with impact in a friendly, supportive and encouraging environment. Start you public speaking journey with us now to improve your communications skills and elevate all aspects of your life. Please arrive 10 minutes early so we can settle everyone in for a 5.30pm start. See you soon!

**Collaborate, Share, Talk, Hack, Make, Break, Fix, Enjoy, Learn, Re-use, Contribute** Visitors and newcomers are very welcome, please see https://hackmelbourne.com/newcomer-faq/ for more details. Short walk from Glenferrie train station. Car parking at Hawthorn Town Hall or St Columbs St. Please pay attention to parking signs as the inspectors are always on the job. Bring a laptop and/or project you are working on. There is also a number of group projects that you are welcome to join in. 3D Printing, Laser Cutting, Electronics, Programming, Robotics, Prop Building, Costuming, Milling, Machining, Home Automation and more. The Connected Community Hackerspace (CCHS) is a community workshop, sometimes also known as a makerspace. We are run by members for members and are dedicated to providing facilities, tools and networking for members to achieve their projects. Our members work on personal and group projects. If you are interested in making/hacking join our Discord where like-minded people discuss their projects. See Discord link on our website. hackmelbourne.org Note - not all our members use meetup, so the RSVP's here dont reflect the total numbers.

We'll meet at the spot where Fed Square meets the Princes Bridge over the Yarra (near the pedestrian crossing closest to the river from Flinders St, on the Fed Square side). We'll walk for about 6km along the Yarra River, through the Botanic Gardens and back along the river to Federation Square for a coffee after the walk. This month, we're reading and talking about 'Things Fall Apart' by Chinua Achebe. The blurb: "Arguably Achebe's most important novel, *Things Fall Apart* has sold over 10 million copies worldwide and been translated into more than fifty languages Okonkwo is the greatest warrior alive, famous throughout West Africa. But when he accidentally kills a clansman, things begin to fall apart. Then Okonkwo returns from exile to find missionaries and colonial governors have arrived in the village. With his world thrown radically off-balance he can only hurtle towards tragedy. Chinua Achebe's stark novel reshaped both African and world literature. This arresting parable of a proud but powerless man witnessing the ruin of his people begins Achebe's landmark trilogy of works chronicling the fate of one African community, continued in *Arrow of God* and *No Longer at Ease*." Goodreads rating: 3.74 How does a walking bookclub work? Like a normal bookclub, we talk about the book, what else we're reading, have read, or want to read (as well as a few tangents into life outside literature!) but we do it while walking around Melbourne and then over a coffee. We often split into smaller groups as we walk, but we also regroup through the walk. Should I read the book beforehand? The conversation will be more interesting if you do, but you can still come along if you haven't finished it yet! Do I need to bring anything? **Comfy** walking shoes, drinking water, some money for coffee or a bite to eat after if you wish. No need to bring the book unless you want to. No shows No shows (RSVPing yes and not attending) mean the group waits unnecessarily for those who are not coming, thinking you are running a little late. It’s absolutely fine to change your rsvp for any reason up until the walk begins, and you don’t need to leave a comment, send a message or give a reason, but if you don't click that 'change rsvp' button, you may be removed from the group. Membership Fee Did you know that while it is free to attend most events, Meetup charges organisers about $600 a year to organise a group? Members of the Walking Book Club are asked to pay a membership fee of $10 per year (not per event) to help cover this cost. When you join the group, you'll be automatically given a three month trial so you can see what the group is like, without needing to make any payment. If you would like to continue attending events after this, please follow Meetup's instructions to pay the $6.50US/approx $10AUD fee once per year (or contact group organisers if you would prefer to make payment using paypal, payID, cash or bank transfer).

## Learn Infrastructure-as-Code (the FUN Way) — Through Minecraft 🎮☁️ **Joint Meetup: Azure CBUS × Columbus HashiCorp User Group × DevOps Columbus** What if learning Terraform and Infrastructure-as-Code didn’t feel like a whitepaper… but more like a game? Join us for a joint Azure CBUS, Columbus HashiCorp User Group, and DevOps Columbus meetup where **Mark Tinderholt** \(Principal Architect\, Microsoft Azure \| HashiCorp Ambassador \| “The Azure Terraformer”\) shows how **Minecraft** can be used as a surprisingly powerful way to understand real-world Infrastructure-as-Code concepts. In this session, Mark will demonstrate how Terraform and Azure can be used to provision, configure, and manage Minecraft servers—while teaching the same patterns you’d use for production cloud infrastructure. ### What we’ll cover * Infrastructure-as-Code fundamentals using **Terraform** * Provisioning real infrastructure on **Azure** * Applying **IaC best practices** (immutability, repeatability, versioning) * How playful environments like Minecraft make complex concepts *click* * Why learning through experimentation beats click-ops every time ### Who should attend * Developers, platform engineers, and cloud engineers * Terraform users (new or experienced) * Anyone curious about Infrastructure-as-Code but tired of boring examples * Minecraft fans who want to see it used in a totally unexpected way No prior Minecraft experience required—just curiosity and a willingness to learn infrastructure the fun way. Come for the blocks, stay for the Terraform. 🧱➡️📐 Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/

## Learn Infrastructure-as-Code (the FUN Way) — Through Minecraft 🎮☁️ **Joint Meetup: Azure CBUS × Columbus HashiCorp User Group** What if learning Terraform and Infrastructure-as-Code didn’t feel like a whitepaper… but more like a game? Join us for a joint Azure CBUS and Columbus HashiCorp User Group meetup where **Mark Tinderholt** \(Principal Architect\, Microsoft Azure \| HashiCorp Ambassador \| “The Azure Terraformer”\) shows how **Minecraft** can be used as a surprisingly powerful way to understand real-world Infrastructure-as-Code concepts. In this session, Mark will demonstrate how Terraform and Azure can be used to provision, configure, and manage Minecraft servers—while teaching the same patterns you’d use for production cloud infrastructure. ### What we’ll cover * Infrastructure-as-Code fundamentals using **Terraform** * Provisioning real infrastructure on **Azure** * Applying **IaC best practices** (immutability, repeatability, versioning) * How playful environments like Minecraft make complex concepts *click* * Why learning through experimentation beats click-ops every time ### Who should attend * Developers, platform engineers, and cloud engineers * Terraform users (new or experienced) * Anyone curious about Infrastructure-as-Code but tired of boring examples * Minecraft fans who want to see it used in a totally unexpected way No prior Minecraft experience required—just curiosity and a willingness to learn infrastructure the fun way. Come for the blocks, stay for the Terraform. 🧱➡️📐 Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

## Details \#\# Learn Infrastructure\-as\-Code \(the FUN Way\) — Through Minecraft 🎮☁️ **Joint Meetup: DevOps Columbus - Azure CBUS - Columbus HashiCorp User Group** What if learning Terraform and Infrastructure-as-Code didn’t feel like a whitepaper… but more like a game? Join us for a joint DevOps Columbus, Azure CBUS and Columbus HashiCorp User Group meetup where **Mark Tinderholt** \(Principal Architect\, Microsoft Azure \| HashiCorp Ambassador \| “The Azure Terraformer”\) shows how **Minecraft** can be used as a surprisingly powerful way to understand real-world Infrastructure-as-Code concepts. In this session, Mark will demonstrate how Terraform and Azure can be used to provision, configure, and manage Minecraft servers—while teaching the same patterns you’d use for production cloud infrastructure. \#\#\# What we’ll cover * Infrastructure-as-Code fundamentals using **Terraform** * Provisioning real infrastructure on **Azure** * Applying **IaC best practices** (immutability, repeatability, versioning) * How playful environments like Minecraft make complex concepts *click* * Why learning through experimentation beats click-ops every time \#\#\# Who should attend * Developers, platform engineers, and cloud engineers * Terraform users (new or experienced) * Anyone curious about Infrastructure-as-Code but tired of boring examples * Minecraft fans who want to see it used in a totally unexpected way No prior Minecraft experience required—just curiosity and a willingness to learn infrastructure the fun way. Come for the blocks, stay for the Terraform. 🧱➡️📐

2026 may be the last year many developers write code by hand. We need coding agents to solve complex problems in production codebases, but vibe coding alone won’t get us there. Vibe coding is all gas, no brakes. It burns up the context window until the agent slips on its own slop. You can go fast at first, but the more you stuff into the context window, the more tangled its outputs get. While the industry is rapidly increasing code generation speed, we still have to understand, review, merge, and maintain what gets shipped. This talk featuring Michael Geiger will outline how coding agents (Claude Code + Gas Town) work and a framework for orchestrating them to solve complicated problems in complex codebases. It’s about steering the model: doing the research to align intent, planning the approach up front, implementing in parallel steps, and breaking early. Human judgment still matters, but it should be spent on high-leverage decisions: what to build, what to forbid, and “what is quality?”, not cleaning up slop. Attendees will leave with a checklist to identify workflow and environment gaps that hold agents back, so you and your team can ship higher-quality software starting tomorrow.

**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 **Abstract** GitHub Copilot is rapidly changing how developers write, understand, and maintain code. Powered by generative AI and deeply integrated into modern development environments, Copilot acts as an intelligent coding assistant, helping developers move faster while maintaining quality and focus. In this session, we’ll explore what GitHub Copilot is, how it works, and where it fits into a real-world developer workflow. We’ll break down what Copilot can (and cannot) do, where it can be used, and how licensing differs for individuals and organizations. Most importantly, this talk goes beyond theory with a live, hands-on demo showcasing Copilot inside the IDE and on GitHub, demonstrating how it can assist with code generation, refactoring, learning new APIs, and accelerating day-to-day development tasks. Designed for developers, technical leads, and engineering managers, this session provides a practical introduction to AI-assisted development, highlights best practices for getting value from Copilot, and closes with guidance on how to continue learning and evolving alongside this rapidly advancing tool. Attendees will leave with a clear understanding of how GitHub Copilot can enhance productivity, improve developer experience, and fit into modern software teams today, not someday. **YouTube Link** TBA

As we step into a new year, many of us are carrying lessons, practices, and questions shaped by the year behind us. The Next Chapter: Looking Back, Leaning Forward is a warm, facilitated vision circle designed to help us pause together, reflect on what truly worked, and imagine what we want to carry forward into what comes next. This is not a talk or presentation. It’s a small, participatory gathering focused on shared reflection, sense-making, and connection. **Together, we’ll explore:** * What supported you over the past year — in your work, leadership, or life * What you’re ready to leave behind * What you want next January’s version of yourself to be saying To support reflection in different ways, we’ll also have optional art materials available for anyone who would like to create a simple artifact for their year — a visual or tactile reminder of what they’re carrying forward. We’ll provide basic art supplies such as colored pencils, markers, paint pens, and small canvases. If you enjoy working with collage or other media, you’re warmly invited to bring magazines, stickers, or your favorite creative materials to use or share. Participation in the creative portion is completely optional. You don’t need a plan, goals, or polished answers. Curiosity, honesty, and listening are more than enough. The intention is for everyone to leave feeling grounded, refreshed, and inspired — with a clearer sense of what matters to them and how we can support one another as a community. Space is intentionally limited to keep the experience intimate. ⸻ **What to Expect** * A small, welcoming circle (not a large meetup) * Structured conversation so everyone has space to speak * Reflection, listening, and lived experience — not advice-giving * Optional creative reflection using simple art materials * A calm, supportive environment ⸻ **Who This Is For** Women and underrepresented folks working in or around agile, product, technology, leadership, or organizational change — especially those looking for thoughtful conversation and community beyond frameworks and buzzwords. ⸻ **Good to Know** * No preparation required * Participation is invitational; listening is always welcome * Creative activities are optional — you can simply listen and reflect * You’re welcome to bring your own collage or craft materials if you’d like * Location details will be shared with registered attendees

**NEW LOCATION: Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: * 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. * 6:30 to 8:00 pm. Main meeting and presentation(s). For this first meeting of the year, we will be reviewing submissions for the Your Program is Hideous and Obfuscated Challenge (YPHOC). Submissions for this challenge are due by January 12th, 2026. The details can be found here: https://docs.google.com/document/d/13zbxwElpJqPMuAN4Ele2hUgsqtFKzH3OCTL5NEeiLKQ or on our website http://www.cohpy.org We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact centralohpython@gmail.com