Cloud Computing

Visitors and newcomers are very welcome, please see https://hackmelbourne.com/newcomer-faq/ for more details. COVIDSafe restrictions are also in place, please see https://hackmelbourne.com/covid-19-restrictions/ for the latest. Short walk from Glenferrie train station. Car parking at Hawthorn town hall. Bring a laptop and a project you are working on. There is also a number of group projects that you are welcome to join in. We have starter kits for Arduino, a couple of 3D printers, various tools and equipment available for use. Typically our sessions run from 6:45pm till later in the evening (depending on our members' availability to close) but if you're new please come early.

Lets keep it going and get away from those same 4 walls! Let's get to know one another and grab a coffee too.

Join Anita as she speaks about natural and affordable tips in managing your menopausal symptoms. Menopause is that time when we no longer bleed and so our life blood stays with us instead of creating more off-spring. This time invites us to take a deeper priority in our health. We often find we are less tolerant of others because of this physical and energetic shift and focus. You can enter from the Horsley St Carpark (free) into the cafe. Find the large, green umbrella's which will lead you to the cafe sliding doors. Air conditioning, and heating if needed! A small donation of $15 per person to help pay costs. You will leave with a wealth of inspiration and information and a comprehensive handout to help you on your way! Anita is an experienced practitioner, with qualifications in health in mind and body for over 30 years.

**Register now to attend! =>** [https://konfhub.com/ksug-au-2026-02-04](https://konfhub.com/ksug-au-2026-02-04) **<=** **Latest promotions** discovered by our community! * **50%** off [Linux Foundation](https://gk.ksug.ai) EXPIRED, [Get Notified](https://ksug.ai/?notify&ref=meet) for next BIG one! * **30%** off [KubeCon Europe](https://ksug.ai/events/?ref=meet) 2026 using code **KSAI** * 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:** Use mirrord to cut your dev loop from hours to seconds by **[Dan Baker](https://www.linkedin.com/in/dan-baker-12023a37/)**, Solutions Engineer @[MetalBear](https://metalbear.com/) * **Topic 2:** From Copilot to Autopilot: Navigating the New Era of AI Coding Agents by [Yongkang He](https://linkedin.com/in/yongkanghe "https://linkedin.com/in/yongkanghe"), Founder @[KSUG.AI](https://ksug.ai/?ref=email "https://ksug.ai/?ref=email") * **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-2026-02-04) 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 **[#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.

*Note: This event will be hosted at Sanders Place in Richmond* *** Happy New Year to all our community members! AWS re:Invent sets the tone for the year ahead in cloud—and there’s no better way to start 2026 than by unpacking what it means for all of us. Every year, re:Invent delivers hundreds of announcements, leaving many of us wondering which updates are truly the most impactful. But re:Invent is more than product launches—it’s about the ideas, experiences, and lessons that shape how we build and operate on AWS. You might also ask: which sessions are truly unmissable? And what is it really like to attend the world’s largest AWS conference—or even speak on its stage? To help answer these questions, we’re joined by three women who attended re:Invent last year and are ready to share their honest, firsthand perspectives. **Panelists** * **[Christina Chen](https://www.linkedin.com/in/christina-cloud/),** Senior SRE @ Mantel Group — AWS Community Builder * **[Dale Orders](https://www.linkedin.com/in/dale-orders/)**, Software Engineer @ Five9 — AWS Community Builder * **[Olivia Carline](https://www.linkedin.com/in/oliviacarline/)**, GTM Analytics Solutions Architect @ AWS **Agenda** 5:30pm — Arrival, food & networking 6:00pm — Panel 7:00pm — Quiz 7:15pm — Open conversation & networking Thanks to our sponsor [HAL Systems](https://www.halsystems.com.au/), [Sanders Place](https://www.sandersplace.com.au/), [REA group](https://www.rea-group.com/) for making this event possible! Join us for an evening of insightful discussions, networking, and great company. We can’t wait to start the new year with you.

Welcome to Elixir Melbourne's monthly meetup. Where we go over Elixir ecosystem news, listen to great talks, and socialise with other Elixir developers of all levels. We’re rebooting the meetup after a hiatus with new (and old) organisers, a new venue and emphasis on more time to socialise. There are still speaking spots open. If you want to talk about anything Elixir related, get in touch. **Agenda** * 6:00pm - Arrive, socialise * 6:30pm - Welcome; introduction; “who’s hiring” pitches. * 6:45pm - Nathan Yam (title TBC, but about $callers handling) * 7:15pm - Food, socialise * 7:45pm - Maybe another talk (speaking spot open!) * 8:15pm - Finish up and head to Saint & Rogue (down the street from SuperAPI at 582 Little Collins St, Melbourne) **Sponsor** Huge thanks to [SuperAPI](https://superapi.com.au/) for catering and venue.

Are you ready for some more *conniving*, *falsehoods* and *mischievous antics* at Temple Arden, North Melb? **What to Expect:** Blood on the Clocktower is a social deduction game requiring a storyteller to take a roughly a dozen people through a series of "days and nights" where townspeople try to identify and hunt down a *demon* before they become the hunted. **Beginners welcome!** You don't need to know how to play **AT ALL**, so please bring a friend, we will run a tutorial for those who need it. **NOTE** BOTC requires fluent English, the crux of this game is communication and deception. **2 Strike Policy** Late-leavers: attendees who cancel within 24 hours of the event. No-shows: attendees who mark themselves as “going” but don’t turn up. Someone who does either of these once will be forgiven but flagged. On a second offence, they will be removed. Long-time regulars will be afforded some leniency. Legitimate reasons will be considered for leniency. **Re: payment and refunds** - If there is an issue with paypal, message us. - If you are bringing a guest, toss us a message if there are payment problems. - We have no issues giving a full refund if before 48 hours of the event. Otherwise it causes us problems with prep, thanks for understanding! Additionally, if the game doesn't run, you'll receive a full refund also.

**This is a *free event*, but registration via *[Humanitix](https://events.humanitix.com/the-web-meetup-first-edition-for-2026)* is essential to help us manage capacity for all attendees.** 🚀 **The Web Meetup – First Event of 2026!** 📅 **5 February 2026 - 5:30pm start** 📍 **Rooftop, The Metropolitan Hotel (Melbourne CBD)** 🎟 **Free – Registration essential via the Humanitix link below** We’re kicking off 2026 very differently. Instead of the usual panel or long-form talks, this time we’ve locked in 10+ speakers, standout thinkers, and innovators who will go head-to-head in fast, fiery, and fun mini-debates on topics like: * You can create a healthy team in a dysfunctional company * Returning to the office is amazing * AI changed my life in 2025 … and many more Expect short, sharp opinions, plenty of laughs, and a few takes that might flip your perspective. Come hang out on the rooftop, grab a drink, meet new folks, reconnect with that ex-colleague you secretly miss, and start 2026 in a community that’s curious, collaborative and inclusive. **Register now via** [Humanitix](https://events.humanitix.com/the-web-meetup-first-edition-for-2026)**, tickets are free, but spots are limited!** **This event is brought to you by [Melbourne CTO School](https://www.meetup.com/cto-school-melbourne/),** [The Web Meetup](https://www.meetup.com/the-web/) **and [Forward talent](https://www.linkedin.com/company/forward-talent-group)**

Join the Melbourne TED Talk Community for an engaging session and meet people who like being an ideator, who want to bring their voice to a larger community. In contrast to a typical public speaking training event, where you receive feedback on your amms and aas and the way you present, this goes beyond that. **The objective of this community is to get inspired by some of the best ideas serving humanity, find your own calling and voice, be an ideator, and share your ideas clearly and persuasively.** The talk we will play is one of the amazing talks from the TED Library. In this session, we will delve deeper into the topic and gain perspective, and learn from each other. Be prepared to network, engage in meaningful conversations, and embark on a journey of professional development and leadership growth. **Mark your calendars and don't miss this opportunity to refine your public speaking abilities with the Melbourne TED Talk Community!** **TED Talk link to watch together:** **TBA** **Agenda (as a guide)** 6.00 PM Registration 6.10 PM Introduction by Attendees 6.20 PM 10 min talk on screen (optional) 6.30 PM Breakout session (Group / Individual) based on topic 6.45 PM Individual / Group shares their takeaways 7.00 PM Practice the Art of Public Speaking - 2-3 talks of 2.5 minutes 7.10 PM Feedback to the Presenters and overall session 7.20 PM Event Concludes & floor opens for Networking **Fees: The event has a $5 contribution towards hiring the hall and Audiovisual. This can be paid through PayPal at the time of registration.** Looking forward to seeing you there. The Organisers Raj

➡️➡️➡️ To register, [sign up on here](https://www.lewagon.com/events/from-bootcamp-to-production-what-changes-in-real-engineering-teams-O9kJLh) ⬅️⬅️⬅️ **Overview** Bootcamp vs real engineering teams: learn what changes in production, what managers expect, and how to succeed as a junior developer. **🚀 From Bootcamp to Production: What Changes in Real Engineering Teams** Ever wondered what really changes when you move from a coding bootcamp into a professional engineering team? This workshop pulls back the curtain on how software is *actually* built, shipped, and maintained in production environments. We’re excited to host Eu-Loong, past Le Wagon student and an Engineering Manager from Eightcap, who will walk students through the real-world differences between learning to code and working as a professional software engineer. **🎯 What This Workshop Is About** Bootcamps teach you how to build features. Real engineering teams focus on building systems that last. In this session, we’ll explore what changes when you step into a production engineering environment, from code quality and collaboration to ownership and decision-making. **🧠 What You’ll Learn** * How engineering work differs between bootcamps and real companies * What “production-ready” code really means * How teams think about: * Code reviews & pull requests * Testing, monitoring, and reliability * Technical debt and trade-offs * The role of communication, documentation, and teamwork * What Engineering Managers look for in junior developers * Common mistakes early-career engineers make, and how to avoid them **👩‍💻 Who This Is For** This workshop is ideal for: * Bootcamp students and recent graduates * Computer science students * Junior developers preparing for their first role * Anyone curious about how real engineering teams operate No advanced experience required, just curiosity and an interest in software engineering. **🏢 About the Speaker** Our speaker is a past Le Wagon student and Engineering Manager at Eightcap, a global fintech company, with hands-on experience leading real production teams and mentoring early-career engineers. They’ll share practical insights from the industry, the kind you don’t usually get in tutorials or coursework. **🗓 What to Expect** * Real-world examples from production teams * Honest insights (no buzzwords, no fluff) * Time for Q&A with the speaker * Actionable advice you can apply immediately **✅ Why You Should Attend** If you want to: * Feel more confident transitioning into your first engineering role * Understand what employers *actually* expect * Learn how to think like a professional engineer

### Tools in your AI's Toolbox : An introduction to MCP Servers The generative AI revolution has unlocked unprecedented capabilities, but the next frontier is agency: empowering models to interact with, query, and act upon the world. The current challenge is the “N x M integration problem,” where every AI model requires a custom, brittle integration for each external tool or data source. This approach simply doesn’t scale. How can we give an AI access to our sales leads, code repositories, or IoT devices in a standardized, secure, and reusable way? This session introduces Anthropic’s Model Context Protocol (MCP), the open-source framework designed to solve this challenge and become the universal connector—the USB-C port—for AI. MCP standardizes how AI models discover and use external tools, moving beyond simple function-calling to a robust, client-server architecture. We will dive into how this open protocol is creating a new ecosystem for building powerful, context-aware AI agents. Join this session for a developer-focused introduction where you will learn how to: Understand the core concepts of the open-source Model Context Protocol and its architecture. Utilize pre-built, open-source MCP servers to instantly connect AI to tools like Git, Slack, and databases. Build a custom MCP server to securely expose your own proprietary data and APIs as tools for any compliant AI. Move beyond bespoke integrations and contribute to a standardized, collaborative, and open ecosystem. Stop building one-off connectors and start building intelligent agents. This session will give you the practical knowledge to leverage MCP and create the next generation of AI that doesn’t just talk, but does. Want to be a speaker? submit your talk to our Call for Presenters!!! [https://sessionize.com/azure-cbus-2026/](https://sessionize.com/azure-cbus-2026/)

**People Analytics 101: Making Sense of Compensation Data** Compensation data is one of the most widely used and widely misunderstood forms of people analytics. The session will cover where compensation data comes from, including market pricing data, internal payroll data, and benchmarking sources, and how companies think about structuring and analyzing that information. We will explore how compensation data is leveraged to set salary ranges, manage internal equity, support hiring and retention, and align pay with business strategy. A portion of the session will address common data challenges and limitations, such as market noise, inconsistent job matching, and incomplete datasets, while keeping the primary focus on practical use rather than technical depth. The session will also look ahead at where the space is going, including the growing impact of pay transparency laws, expanding pay equity requirements, and emerging regulations in the US and Europe that require organizations to report on gender and pay gaps. The goal is to give attendees a clear mental model for how compensation analytics works today and why getting it right is becoming increasingly critical. (note: we are back at Rev1 this month!) **About Our Speaker** [Alex Moore](https://www.linkedin.com/in/alexscottmoore/) is the founder of [Moore Cooperative](https://moorecooperative.com/), where he advises organizations on compensation strategy, pay equity, and people analytics. His work focuses on helping organizations like the Ohio Supreme Court design, analyze, and communicate compensation systems that are data-informed, defensible, and aligned with organizational goals. Alex lives in Granville, Ohio and has three little kiddos. More info at [cbusdaw.com](https://cbusdaw.com)

OWASP is ending use of Meetup, so I built an eventbrite for the event. https://www.eventbrite.com/e/ai-development-risk-case-studies-and-how-agentic-ai-is-the-future-of-appsec-tickets-1981450622150?aff=oddtdtcreator AI is transforming how software is designed, developed, and deployed, dramatically accelerating velocity while introducing new categories of risk. As organizations adopt AI-assisted coding, autonomous agents, and increasingly complex model interactions, traditional application security approaches struggle to keep pace. This talk examines emerging AI-driven risks through real case studies from the field, highlighting issues such as insecure code generation, data-leakage pathways, model manipulation, and evolving supply-chain threats. We will explore how engineering teams must adapt their people, processes, and governance models to secure AI-augmented development workflows effectively. The session will then introduce agentic AI as the next evolution in application security—autonomous systems capable of continuous analysis, multi-step reasoning, and real-time remediation. Attendees will learn how combining agentic AI with modern practices can reduce developer friction, improve coverage, and create a future-ready application security strategy designed for the demands of AI-native software development

I love my job and one of the main things I do is help customers get going with any of the data technologies at Microsoft. Right now there are a lot of my customers asking about Microsoft Fabric. It's hard to weave across all the shiny new options across the Fabric landscape, let alone figure out where it fits into your organization. In this session we'll focus on answering one question - how can I get data into Fabric? We'll talk through the "it depends" options and see some of the options in live demos.

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

Join members of the local UX and Digital Design community for a casual monthly breakfast. There _might_ be a little snow, but there _will_ be effectively infinite serve-yourself coffee, so it evens out if you ask me. Just a reminder, while the other locations are great too, we’re at the Lane Ave one this time.

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