Information Technology

**Note - NEW location for this month only at the AWS Builder Studio!** IMPORTANT - the list of attendees will be provided the day before to security. Just go up the stairs / escalator to level 1 and check with your Photo ID to security. Please get in touch ASAP if you would like to talk at a future event, send us an email at Melbourne(at)serverless.org.au for more info! First time speakers are more than welcome and we can provide you assistance if you need with your presentation beforehand. Please reach out Melbourne(at)serverless.org.au. It can be a regular talk, lightning talk, demo, workshop, whatever is your thing our community will love it - as long as it is serverless related! Venue: AWS Builder Studio, Level 1, 555 Collins St. Melbourne 📅 Agenda 📅 5:30 PM - Doors Open! 6:00 PM - Welcome from the organizers / housekeeping 6:05 PM - **"Changing the engine mid-flight: A startup data pivot" - By Susan Brander, CTO Kaleida** What happens when your startup’s data model is held together with duct tape, but you still have to fly the plane, ship features, and act cool about it? Startups move fast, and sometimes that means making the best architecture decisions you can, and being utterly wrong because you don’t yet fully understand the domain you’re building for. At Kaleida, we chose DynamoDB as the cheapest way to get our product off the ground quickly, pushing relational logic into separate tables and thinking we’d gotten it right and assuming if we hadn’t that we’d clean it up later (if we survived). SPOILER! We survived and thrived! Later came around fast, and it looked like: \- bloated documents * Relational logic spread across tables * Queries dragging us down We knew we’d modelled it wrong, and that not changing it soon would only multiply the difficulties in the future. So, mid-flight, we changed engines. This talk is a candid case study of what it takes to evolve your architecture under pressure: * found our real data inside our current data * Pivoted to a One Table design * Pulled off a zero-downtime migration * Did it all while shipping features and pretending we weren’t panicking. If your team is battling tech debt, scaling pains, a data model that no longer reflects reality, (or you just want to hear about someone else’s war wounds) then come along. 6:35 PM - Pizza & Networking 7:00 PM - "**Let the Agent Read the Boring Reports: AI-Powered Database Auditing for PROTECTED Compliance on AWS**" - **By Christina Chen, Senior DevOps Engineer, Mantel Group** Nobody reads CSV audit reports. But under Australia's IRAP PROTECTED framework, organisations must continuously monitor and evidence database user activity — and assessors want proof. This talk builds a two-stage event-driven pipeline: Lambda extracts MySQL RDS user activity to S3, then a Strands Agent on Bedrock autonomously assesses findings against ISM controls, and generates assessor-ready output 7:30 PM - Networking and finish the Pizza! 8:00 PM - Doors Close, see you next time!

Welcome to the first 2026 meetup of **Melbourne 🇦🇺 MongoDB User Group**. The team at Mantel Group has kindly offered to host us for the evening at their office in Melbourne on Flinders Street. **Complimentary drinks and snacks, as well as some SWAG, will be available, proudly sponsored by the team at MongoDB and Confluent**. We're looking forward to seeing familiar faces and welcoming newcomers! Please note that we have limited spots this time, so RSVP early. You will not be able to enter the building after 6 PM, so please be on time. **Agenda** * 5:00 pm - Arrival & Networking * 5:30 pm - Welcome * 5:35 pm - Talk #1 - Stephen Ermann - Avoid the AI Monolith: Deploy Multi-Agent Systems with MongoDB and Confluent * 6:00 pm - Talk #2 - Alex Peng - Sharding in MongoDB * 6:25 pm - Quiz & Swag * 6:35 pm - Networking & Food **Speakers** **Speaker #1 -** **Stephen Ermann** is a **Senior Customer Success Technical Architect at Confluent**, where he helps large enterprises design and operate mission-critical event streaming platforms with **Apache Kafka,** **Confluent Platform/Cloud** and **Apache Flink**. Based in Australia and working closely with major organisations, he focuses on scalable architectures, secure integrations, and smooth cloud migrations. Stephen has deep, hands-on experience connecting operational data stores like **MongoDB** into real-time, event-driven systems—turning CDC streams and transactional data into streaming workloads that power modern applications. He’s passionate about making distributed systems practical, sharing field lessons, and helping teams move from batch to truly real-time data. **Presentation #1** \- Avoid the AI monolith and learn how to design **event-driven multi-agent systems** with Confluent and MongoDB. In this talk, we’ll unpack the shift from classic predictive models to generative and agentic AI, and show why data readiness and real-time context - not just bigger models - determine whether your agents are actually useful in production. You’ll see how treating agents as event-driven microservices with a “brain” helps you avoid brittle point-to-point integrations and instead build scalable, observable systems. We’ll then walk through how **Confluent Cloud, Apache Flink® Streaming Agents, and MongoDB Atlas** fit together to provide the streaming backbone, vector search, and RAG capabilities that modern agentic applications need. Using an automated insurance claims demo, we’ll illustrate how real-time embeddings, external tables, and vector search in Flink SQL work with MongoDB Atlas to power context-aware decisions and end-to-end workflow automation. We will also share practical pointers and resources so you can start experimenting with your own multi-agent architectures after the meetup. **Speaker #2 -** Alex Peng is a Technical Services Engineer at MongoDB, specialising in MongoDB Atlas Support. With deep expertise in cloud deployments, Alex is passionate about helping customers navigate complex challenges on MongoDB Atlas, ensuring they get the most out of MongoDB's products and services. **Presentation #2** explores the fundamentals of sharding in MongoDB, covering the core concepts and architecture that power horizontal scaling in MongoDB. Attendees will gain a clear understanding of sharding's strengths and how to leverage them effectively. We will also provide practical guidance on selecting the shard key to maximise your application's performance and scalability. Thanks, The Melbourne MUG Team!

## Details **Ruby Meetup Melbourne will be run as a hybrid meetup.** **1\. What** Join us for an evening of talks on Ruby and related topics, plus socialising, food and drinks. You can find out about the **[Talks for the night here](https://github.com/rubyaustralia/melbourne-ruby/milestones?direction=asc&sort=due_date&state=open)** Alternatively, their will be announced on Slack, Twitter, Github & Meetup closer to the date **2\. Where 📍** \- In Person: meet us at the Ferocia in Melbourne CBD from 5:30PM \- Online: Click [Jump in Zoom Meet Call](https://us02web.zoom.us/j/84834916944?pwd=SWlQOGJsbEZwNkNwVVk4Q25WaVNRZz09) from 6.30pm onwards **3\. Sponsors 🎉** This is a Ruby Australia supported meetup, with event sponsorship provided by our Major Sponsors: * [Ruby Australia](https://ruby.org.au/) * [Assembly Four](https://assemblyfour.com/) * [Gleam.io](https://gleam.io/) for our Drink sponsors for Melbourne Ruby Meetup * [Ferocia](https://ferocia.com.au/) for being our venue partner. **4\. Anything else ?** To suggest or vote on a talk, please look in[ Github repo](https://github.com/rubyaustralia/melbourne-ruby) **Come in from 5:30pm-6PM** for some early chatter, we'll kick the proceedings off properly around 6:15, hear from our presenters, and then socialise further after the talks. See you there 😄

**Ready to build AI agents for the real world?** Join NEXTGEN and AWS for a **hands-on half-day workshop** on building **production-grade AI agents** with **Amazon Bedrock AgentCore**. Designed for technical **AWS partners**, this session will help you move beyond prompts and start building agents that can **reason, take action, use tools, connect to data, and run multi-step workflows**. You’ll hear directly from AWS experts, get hands-on in guided labs, and learn how to design, test, and prepare agent-based applications for production on AWS. **Who should attend:** This workshop is geared towards technical professionals, software engineers, solution architects, IT consultants and AI specialists. Experience working with Python is helpful but not essential. **You’ll walk away with:** * Practical hands-on experience with Bedrock AgentCore * A clear understanding of agent architecture and workflows * Guidance on building secure, scalable AI agents * Real examples of how agentic systems are being applied today **For all attendees please complete the official registration form [here](https://share.hsforms.com/1Y7G0uyy3SD69M8uT9h5OxQccl9o?utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-9Qzcg9ArhVhcB4Eu599PPVLksuWkmDEAnnlhxJbXeeTs0xBA2lJFxJZU4gZ_6cD44DNldH) for entry on the day!**

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

Melbourne BitDevs is an in-person meetup held monthly for discussing: Bitcoin software, tools, research, protocol upgrades (BIPs), mining and more. ⚡💻 Held on the last Thursday of the month. Current venue is upstairs at the Fox Hotel in Collingwood. Arrive anytime from 6pm, with a **prompt start at 6:30**. Website: https://bitdevs.com.au Telegram: https://t.me/btcmelbourne Discussion topics (please add!): https://github.com/MelbourneBitDevs/MelbBitDevs/issues/

Hi Radiant Ladies, Let’s catch up over coffee, sweet treats, and good vibes at this popular Oakleigh spot! Julie 💞

No agenda. No awkward intros. Just good people. Just Gutsy is a weekly meetup for solo travelers, nomads and locals who love meeting them, a simple way to find your people in a new city. Who comes: Solo travelers in transit · digital nomads · curious locals who love meeting travelers What to expect: casual and self-led · small group energy · show up, talk to someone, see where it goes Not sure how to talk to strangers? I put together a set of questions that actually make it easy — find them here: [justgutsy.com/icebreakers](http://justgutsy.com/icebreakers) The only things you need to do: → Comment below so others know you're coming → If plans change, update your RSVP → When you arrive: comment "Here, [what you're wearing]" so people find you When & where: • Every Sunday · 4PM local time Meetup.com sometimes shows a different timezone — ignore it, it's always 4PM where you are • Location: in front of the Dolphin Fountain (inside Fitzroy Gardens) Join Just Gutsy → [justgutsy.com](http://justgutsy.com/) · Early members get lifetime premium access to the app

TO MAINTAIN A GENDER BALANCE ALL MALES MUST ATTEND WITH A FEMALE FRIEND, NO EXCEPTIONS. All females are welcome to attend alone but encouraged to attend with a female friend too for free drinks and food! MUST TAP “ATTEND” and include all guests. UNLIKE other meetups which are overwhelmingly male dominant, we provide ONLY gender balanced events where females also have a chance to meet other females, not only men. WE ARE COMMITTED TO EQUAL GENDER REPRESENTATION IN THE IT INDUSTRY. 8PM EVERY FRIDAY & SATURDAY (LAST ENTRY STRICTLY 8.30PM) AT 215 QUEEN’S

In his final presentation on Numerology, Allan Meers takes us on a journey through the 10 energy numbers which form the basis of our psycho-spiritual energy system. Allan’s approach integrates Numerology with the numerical systems of the Chakras, the Enneagram, the Tarot and the Great Rays to provide a holistic approach that assists in answering two key questions: Who am I, and Why am I here? The presentation follows on from previous presentations in May and November 2025 and addresses how the energy of numbers can be used to recognize unhealthy ways of being and doing which limit our ability to connect with the true self. The approach explains how energies can be devalued, disowned and relegated to the shadows, or taken to extremes and adopted as a persona to help us thrive and survive in a challenging world. This presentation will provide an understanding of how we can each move towards a state of energetic health. The starting point for this journey lies in recognizing our current reality and awakening to what it means to become healthy, healed and whole as a spiritual being having a human experience. Much of the presentation is from Allan’s latest book - Living your Numbers – which will be available at the presentation. The session is interactive and designed to provide practical information that can be applied to everyday life.

We will be continuing our trial of our new venue - 3rd floor of MIT Mahjong at 139 Franklin St, just a short walk from Melbourne Central! Players of all skill levels are welcome, and no experience is needed. Stop by for one game or play for the whole 6 hours. Warmup and casual gaming from 5 to 5:30 pm, and the first timed and recorded game starts at 5:30 pm. If you want to learn how to play, we can teach, and if you already know how, then join our shuffle and monthly leaderboard! The games schedule is: * 5:00 pm - 5:30 pm: Setup, Freeplay * 5:30 pm - 7:00 pm: Game 1 * 7:00 pm - 8:30 pm: Game 2 * 8:30 pm - 10:00 pm: Game 3 * 10:00 pm - 11:00 pm: Freeplay This event has a $10 fee which you can pay on the night. This money is used to pay for our use of the store space, maintaining equipment and other meetup services, and organising larger events open to everyone! Members get a special discount, which you can sign up for on the website links below. We also take photos and videos at our meetups for posting on social media, you may potentially appear in these. Hope to see you all then! *** Scores tracking: [https://scores.vicriichi.org/](https://scores.vicriichi.org/) The mahjong ruleset we play with: [https://www.vicriichi.org/mahjong-meetups#meetup-rules](https://www.vicriichi.org/mahjong-meetups#meetup-rules) Join us on Discord and connect with other jongers! [https://vicriichi.org/discord](https://vicriichi.org/discord)

Smashing! Try something new Interactive workshops - Become the charismatic leader Why is Smashing different to other speaking clubs? Passion!!! 1. **Everyone talks** many times during interactive workshops 2. **FAST LEARNING** 3\. Relaxed and fun **IMPORTANT: Be on time, as doors close at start time** Multicultural Hub, 506 Elizabeth St (Opposite Queen Vic Market) Level 1, Purple Room (End of corridor) More to come...

Would you like to enhance your creativity, confidence and increase your awareness? We’d love you to join us to Thoughtstorm® the topic World Creativity and Innovation Day in the warm, friendly environment of the Yarraville Community Centre. How Thoughtstorm came about Thoughtstorm is a technique developed from a seed of speculation: are there more effective (rational, cooperative, compassionate) ways of thinking? Methods whose long-term consequences will not lead to oblivion. This is the genesis of Thoughtstorm. What is it? For anyone with an interest in leadership, deeper conversations or creative problem solving, something much more than a group discussion occurs. What is experienced in Thoughtstorm is a forgotten sensory ability - mind-linking. An evolution in human thinking and learning. The direction moves from a narrow range of possibility into discovering corecepts, when individual minds merge into a much more powerful collective awareness and experience a deeper, more compassionate comprehension of reality. Corecepts trigger intuitive recognition and agreement by the group, a ‘Why, of course!’ reaction. New insights guaranteed! Because this process taps into abilities already present in the human mind and into aggregates of consciousness straining to express themselves, very little practice is required. Would you like to see and understand things in a way that is new for all of us? Would you like to develop your consciousness and your creative intelligence? Would you like to be inspired to create positive change? Then come and join us to Thoughtstorm together. If it’s your first time to Thoughtstorm, please RSVP early to give plenty of time to arrange a brief prep call on Zoom to go over the Thoughtstorm procedures so we can all get started on time together. **Agenda:** 4pm - Arrive, meet and greet, read over Thoughtstorm instructions 4.15pm - Begin the Thoughtstorm 5.15pm - Finish When you RSVP we will be in touch with the details. We look forward to seeing you there! Thoughtstorm® is a registered trademark of Star's Edge, Inc. All rights reserved.

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!

Topic to be announced. **CALL FOR SPEAKERS** Learn more: https://www.awscolumbus.com/get-involved/ **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: https://www.veeam.com/ **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **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

Join us for **Ben Frain**'s talk ... Ben's book "Responsive Web Design With HTML5 and CSS" caught my attention (and should interest you as well). Find it here: [https://rwd.education/](https://rwd.education/) ***Bring your laptop and expect to write some (non-AI generated) code!*** Food and drinks will be available. **LOCATION:** 6515 Longshore Loop, Suite 300, Dublin, OH 43017 **FREE PARKING:** 6725 Longshore Street, Dublin, OH 43017

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

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)

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas ***NOTE:*** Pre-registration is required for this event. **Please arrive 10 minutes early** to check in at the security desk.