Information Architecture

**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.

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 😊

This session is an invitation to people who would like to continue this meetup. The event will be a face to face, mainly social event with a view to Craig handing off stewardship to a new team of facilitators and contributors. \*\* Note; Venue change to Lanes Edge bar - beer garden part\*\*

Looking for a laid-back writer's group to practice your creative skills? Looking for the accountability and motivation to share excerpts of your serious novel idea, or just share a wine over a silly haiku you wrote? Looking for a group that may be local to you? Let's write together. About: Flemington Writer's Group is the product of two friends wanting to find more peers who like to play with ideas on a page, but it's finding it's feet: You can help us shape this community! Format Concept: Ideally the group tops out at 6-8 members, or more if we divide up into groups. The club meets once a month on a Tuesday for an hour. Groups will share pieces of writing, (up to a page), that they have prepared over the previous month, and inviting feedback will be optional, and kept reasonably brief, so that we can get to everyone that wishes to share work. Adults only. Have no idea what to write? There will be idea generation games, or writing competitions to consider, and support with getting concepts off the group for those looking. While I have a wide interest in trying anything from speculative fiction to poetry, if we find ourselves with enough members, settling in to specific genres or prose types, then we may agree to dividing groups by writing preferences. Safety Tools: Having come from a background in book clubs, and games clubs, it's important to be kind and respectful when people are sharing ideas that feel vulnerable or exposing to share, while also acknowledging that not all content is considered acceptable creative fodder to all readers. A safe sharing environment will be rigorously promoted, so while writer contributions will not be censored, there will be an expectation around flagging potentially upsetting material so that participants can choose to duck out briefly. First session: Pin Oak Beer and Wine, 42 Pin Oak Cres, Flemington VIC at 6:30pm on 4/2/2026. Please ask to join or register to the group, so we can get a sense of numbers in advance for a booking. No works are required for session one - This is just a friendly meet-and-greet.

Players of all skill levels are welcome to join us at Marché Board Games Cafe in the CBD for a casual night of mahjong - Right in the CBD. We'll start around 6:00pm till we all need to go home :) Our typical session concludes usually around 10:00pm. Please change your RSVP to not going if you're no longer able to attend, 24 hours prior the event. For those that have a record of non attendance without communicating, you will be moved to the waiting list for future events and be contacted directly to confirm that you indeed intend to turn up, at which you will be allotted a spot subject to availability. For more details on the rules of the game, please refer to: http://mahjongtime.com/hong-kong-mahjong-rules.html Marche has been kind enough to offer us a deal to play in their cafe. **⋆⋆⋆⋆⋆⋆⋆⋆⋆⋆ Cost ⋆⋆⋆⋆⋆⋆⋆⋆⋆⋆** Attendees who have registered for the event on Meetup can play at discounted rates, with the following payments to be made: * **$6 in total per session” to cover cafe costs. Payment of $6 should be made to Marche at the front counter upon notification to the staff member that you are here for the scheduled meetup. There is now no minimum spend on items at the cafe as there were before. The cafes menu can be found here https://mbgcafe.com.au/menu.pdf .

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)** 5.30 PM Registration 5:40 PM Introduction by Attendees 5:55 PM 5 min talk by Organisers (optional) 6.00 PM Breakout session (Group / Individual) based on topic 6.15 PM Individual / Group shares their takeaways 6:20 PM Practice the Art of Public Speaking - 2-3 talks of 2.5 minutes 6:30 PM Feedback to the Presenters and overall session 6:30 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

**Do you want your audience laughing, leaning in, and hanging on every word?** At this Toastmasters meeting, our Skill Shot presenter and MC will show you *how to craft speeches that entertain, delight, and leave a lasting impression.* Learn how to use humour, storytelling, timing, and vocal variety to captivate any audience. Discover techniques to make your message memorable while keeping your audience engaged from start to finish. Whether it’s a funny anecdote, a surprising twist, or a dramatic pause, you’ll gain the tools to bring your speech to life. **Join us tonight at Port Melbourne Toastmasters and uncover how to turn your presentations into entertaining, captivating experiences that your audience will never forget.** 🌐 [www.portmelbournetoastmasters.org](http://www.portmelbournetoastmasters.org) 📅 **When:** 1st, 3rd, & 5th Wednesdays of the month, 7:00 PM – 9:00 PM 📍 **Where:** [Find directions here](http://5181586.toastmastersclubs.org/directions.html) Guests, Meetup Group members, and visiting Toastmasters attend for free. Secure your spot today! ***Want to speak with confidence and connect with real impact?*** *Here’s your chance to overcome nerves, build your presence, and elevate your presentation skills in a supportive, growth-focused environment. Come check us out!*

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.

**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)**

**This Meetup account will be deleted soon**, but the **Language Exchange hosted by JAPANEASY will continue to be held every week**. **★Notice: JAPANEASY Meetup Account Closure★** Hello everyone, Thank you very much for always joining JAPANEASY’s Language Exchange events and cultural workshops. We are writing to inform you that the JAPANEASY Meetup account will be closed in the near future. Please rest assured that JAPANEASY will continue to run events and programs as usual. If you are interested in our upcoming activities, please visit the links below: (1) **Language Exchange** https://japaneasy.com.au/events/language-exchange/ (2) **Cultural Workshops** https://japaneasy.com.au/workshops/ (3) **Japanese Lessons (Group courses & Private lessons)** https://japaneasy.com.au/courses/ (4) **日本語教師養成講座** https://japaneasy.com.au/courses/日本語教師養成講座/ We sincerely appreciate your continued support and look forward to seeing you at our future events. Warm regards, JAPANEASY \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- JAPANEASY Japanese Language & Culture Learning Centre Tel：0422-266-308 Address：Level 1, 183 Exhibition Street, Melbourne Email：[reception@japaneasy.com.au](mailto:reception@japaneasy.com.au) Website：[www.japaneasy.com.au](http://www.japaneasy.com.au/) Facebook：[http://www.facebook.com/EasyPeasyJapaneasy](http://www.facebook.com/EasyPeasyJapaneasy) Instagram: [https://www.instagram.com/japaneasymel/](https://www.instagram.com/japaneasymel/) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-

After some great discussions using these cards, we just had to continue! "It isn't easy to get into a good conversation. Many of our best ones seem to have happened by chance. Far from it - we believe a great conversation always starts with someone asking a great question.” The School of Life cards contain questions designed to get a group of people into entertaining and meaningful conversations. This is a casual, social and fun event where we share our thoughts and experiences with a group. We can cover topics like: Personality & Emotions, Work & Money, Family & Friendship, Travel, Culture & Taste, depending on the questions that end up being asked on the day. Please arrive hungry/thirsty for us to keep up a good relationship with the venue that allows us to host our events. \*\*\* Meaningful Discussions events take place in 11 countries and this will be our 147th event in Melbourne! :) Please be try to arrive on time if you can. This event will allow a thoughtful, respectful and engaging discussion. So if you're looking for open-minded, friendly and intelligent people, you've come to the right place!

***Vibe out with your tribe, out. (No coding experience required or expected!)*** Join us for **Vibe Code & Chill: October Edition** on Sunday, October 5th, 2025. This isn’t your average meetup: no stuffy panels, no boring lectures. We’re here to vibe, imbibe, and make progress on our *projects-de-jour*: from AI experiments to Web3 hacks, AR side projects, or just messing around with next-gen tools. ***New to the crew?*** Expect a warm welcome and friendly face to greet you before introducing you around and helping you find your people. We keep it friendly, fun, and inclusive and with free snacks and drinks, you’re covered. Bring your laptop and your best coding mojo. **What to expect:** * **Chill coding & collaboration:** Bring your laptop and your current coding project. Find a spot in our comfortable booths or at tables with fellow coders. This is a space for hands-on work, casual discussions on the latest gizmos, and helping each other out. * **Free refreshments:** Stay fueled and hydrated with non-alcoholic drinks and a selection of snacks provided by the club. The pub has a great range of meals and drinks if you're looking for something more. * **Headphone-free zone (official hours):** You can code in your own world at home! We have a no-headphone policy for the first hour of the meetup. * **Flexible timing:** You're welcome to arrive early and get started before the official event kicks off at 2PM. and you're welcome to stay and vibe on as long as you like. No sweat if you can't stay the whole time, just pop in and join the fun for as long as you can! Come ready to laugh, learn, and grow with a community that's excited by design, tech, and innovation. This is your chance to make new friends, share ideas, and be inspired by fellow driven and generous minds.

📚 #InPursuit is a book club for entrepreneurs, creatives, and curious minds who know personal growth fuels business growth. **See a lot of RSPVPs and wonder how it works? We'll break up into groups of 6-8 to share our insights, then swap groups after 30-45min so you can maximise learning from everybody!** *Note: this even is not organised by or affiliated with The State Library of Victoria* **That's what #InPursuit is all about** It’s not a traditional book club, it’s a space for people who are actively designing a better life through the pursuit of business, creativity, and personal growth. This event is for anyone #InPursuit of better business, life and relationships. Instead of reading the same book, we each come prepared to share one powerful insight from something we’ve read in the past 3-months. Anything non-fiction that’s moved us forward. Whether it’s a mindset shift, a productivity system, a new philosophy, or just a truth that punched us in the gut. This is a place to unpack it together and hear what others are learning too. We’re not just here to *read*. We’re here to *integrate*. Because when we grow, our business and our lives grow too. **🔍 Why Join? You'll leave with:** * 5–10 fresh insights from books you may never have picked up * Deeper awareness of how others think, lead, and evolve * New connections with people walking a similar path toward purpose, results, and impact This isn’t a lecture. It’s a room full of people building themselves while they build the thing. **📖 How It Works** First time? No pressure to share, just come curious. We'll break up into groups of 6-8 and share our insights, then swap groups so you can maximise the learning! Returning? Bring one idea you’ve read about in the last 3-months and be ready to speak on: 1. What did you learn? 2. How did it shift your perspective about the world or yourself? 3. How has it changed the way you show up or behave? We keep it structured, but flexible. After sharing, we open up to Q&A, personal stories, challenges, and deep dives. Some of the best insights come from the conversations *after* the share. **🧠 Who This Is For** * Entrepreneurs or side-hustlers finding their footing * Business owners, and doers building toward better * Curious minds who love ideas but care more about action * People tired of shallow conversations and hungry for growth If you’re working on something—or becoming someone—this space is for you. It’s a practice ground for people who want to grow forward. We’re all #InPursuit of mastery, momentum, and the kind of success that starts from within. **Map on how to get there** We're in the Create Quarter on the ground level (back right of the Quad as you enter from Swanson St). We'll likely be on a long table together. https://www.slv.vic.gov.au/sites/default/files/SLV-EnglishMap_Jan25.pdf *If there is no room at a table I'll post on the event page that we'll be going to Mr. Tulk Cafe, which is on the corner of the library at Swanson St and La Trobe St.*

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.

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.

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)

### 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/)

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

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!