DevOps

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 - Josh Price - Ash Framework * 7:15pm - Food, socialise * 7:45pm - Maybe another talk (speaking spot open!) * 8:15pm - Finish up and head to Saving Grace downstairs (32 Church Ln, Melbourne, VIC 3000) **Sponsor** Huge thanks to [SuperAPI](https://superapi.com.au/) for catering and venue.

We’re excited to bring our community together again — this time with a focus on **Building resilient AI**. As LLM-powered applications move from experimentation to production, a new challenge emerges: **how do we secure what we don’t fully understand yet?** In this session, we’ll explore two critical layers of AI defense—**protection** and **proactive testing**—through real-world practices and practical demos. **Topics** **1\. Shielding your LLMs with AWS Bedrock Guardrails** Ever felt like deploying an LLM is a bit like letting a genius but unpredictable intern talk to your customers? Join me as we explore how to move past the unregulated nature of unregulated AI using AWS Bedrock Guardrails. We’ll dive into the six pillars of AI safety and deploying guardrails to build AI that isn't just smart, but is fundamentally trustworthy and brand-safe. **About the speaker** [Maitreyi Singh](https://www.linkedin.com/in/maitreyisingh/) is a Data Scientist at [REA Group](https://www.realestate.com.au/), currently working on developing AI agents and intelligent systems. She has experience in Generative AI and enjoys exploring innovative applications of AI in real-world solutions. Outside of her professional work, Maitreyi enjoys painting as a creative hobby. **2\. Red Team Your LLM App Before the Bad Guys Do** As LLM-powered apps become more common, they're also becoming bigger targets. Prompt injection, jailbreaks, and harmful content exploits are real threats — and most developers don't discover them until it's too late. In this talk, we'll cover why guardrails are essential for any production LLM app, and why red teaming is one of the most effective ways to uncover vulnerabilities before bad actors do. We'll then put theory into practice with a live demo: a vibe-coded AI app on Amazon Bedrock, attacked using an open source red teaming tool — first without guardrails, then with them. The difference will speak for itself. **About the speaker** [Vanessa](https://www.linkedin.com/in/vanessa-kong-8069601a7/) is a Senior Product Security Engineer at [REA Group](https://www.realestate.com.au/) with five years of experience spanning cloud infrastructure security, security tooling and automation, and AI security. She specialised in building secure systems end-to-end, automating security workflows, wiring up tools to catch issues earlier in the pipeline, and exploring the evolving security challenges that come with AI-powered applications. She loves getting into the weeds of how things break — and helping people build them more securely. **Agenda** 5:30pm – Food and networking 6:00pm – Presentation 1. Shielding your LLMs with AWS Bedrock Guardrails 6:30pm – Presentation 2. Red Team Your LLM App Before the Bad Guys Do 7:00pm – Networking We’re incredibly grateful to our sponsor — [REA group](https://www.rea-group.com/) for supporting our community and making this event possible. Join us for an evening of learning, meaningful conversations, and great company, we can’t wait to see you there!

You've built the POC. Leadership loved it. Now what? The gap between a working AI demo and a production system is where most projects quietly die. This event tackles the hard part, the decisions that come after the proof of concept gets the green light. Hosted by Zendesk! **What we're covering:** 🏗️ Architecture decisions that don't show up in tutorials when to build, when to buy, when to stitch things together 💰 Cost and efficiency trade-offs, what it actually costs to run AI at scale, and how teams are managing it 🔒 Governance and guardrails, who owns the model in production, and what happens when it breaks 🎤 Talks, panel, and Q&A from practitioners who've shipped AI into production, not just theorised about it **Our panel of experts:** * Darragh Kennedy, Director - Software Engineering, Zendesk * Fernando Mourão, Head of Responsible AI, Seek * Brad Ryan, Chief AI Officer, i-screen, Ex AI Lead - AWS * Romina Sharifpour, AI Engineering Lead, CBA **Details:** 📅 Thursday 4 June 2026 🕕 6:00 – 8:30pm 📍 Zendesk Office Level 13/550 Bourke St, Melbourne VIC 3000 **Format:** Talks + Panel + Q&A (6:00–7:30pm) → Networking & drinks (7:30–8:30pm) This event is part of AI Week Melbourne (June 1–7) and is run in partnership with Web Directions / AI Engineer Melbourne. Whether you're an engineer wrestling with inference costs, a leader trying to get your AI strategy past the pilot stage, or just curious about what production AI actually looks like, this one's for you. Spots are limited. RSVP to secure yours.

Business Agility is continuously improving, as is the Domain Model that underpins how we think about it. In June we welcome Evan Leybourn co-founder of the Business Agility Institute and Chief Product Officer at the newly founded X2A to run a deep dive on how the Domains, their Capabilities, and exhibited Behaviours evolving. The goal of the update is to further support practitioners' understanding of their organisation's standing today (their "X") and map a viable approaches to meet their ambitions (their"A"). Thanks to TeamForm for providing the space and funding the refreshments on the night. Without sponsors great events like this don't happen.T

Smashing! Try something new Thursday Interactive workshop - Add power to your presentation. Why and how to activate the mind of an audience! Serious about improving your leadership - **Why mess, come to the best** Why is Smashing different to other speaking clubs? Just one member's thoughts, "The fun/laughs factor is definitely a point of difference. We keep it moving with high standards so it’s a nice balance. Too strict makes it tense and boring, too loose and we can lose the energy/commercial feel. SmashSpeak's vibe's in the sweet spot." **Free parking** close: O'Connell and Cobden streets **IMPORTANT: Be on time, as doors close when the show starts** “Proudly Australian" – Free-flowing teamwork, greater good focus, sharing the stage, etc Multicultural Hub, 506 Elizabeth St (Opposite Queen Vic Market) Level 1, Purple Room (End of corridor) More to come...

Free to join for a traser hunting type run. [http://www.melctyhhh.net](http://www.melctyhhh.net/?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExRkhRTjlYQnkyMGh5MUZZSXNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR4y0IDIcu_xFpbrsjnH1Qz3MluTg1fFRuRh0YZpMmvAeF4YiASYeTi7XaE5CA_aem_nSLhCY-jeDRi0GfgLcfruA) [#CityHash](https://www.facebook.com/hashtag/cityhash?__cft__%5B0%5D=AZaNf-jImqmEB31nEjO_HeedSC4hcE86DUI2mtTFGAF_b1kSR_Q6B2FpzFIxPa7d_CytjwABX5PsC2qwITzShfLzfQ10FqLqdeOkBGcRS4UEXScyf5uBFtQ7Iuow1mmEZTssoJz130aNEXMd2kaUlaAV&__tn__=q) is the only Melbourne Hash House Harriers that always runs less than 10km from [#Melbourne](https://www.facebook.com/hashtag/melbourne?__cft__%5B0%5D=AZaNf-jImqmEB31nEjO_HeedSC4hcE86DUI2mtTFGAF_b1kSR_Q6B2FpzFIxPa7d_CytjwABX5PsC2qwITzShfLzfQ10FqLqdeOkBGcRS4UEXScyf5uBFtQ7Iuow1mmEZTssoJz130aNEXMd2kaUlaAV&__tn__=q) city centre, is always public transport friendly, and always 100% social run, followed by a beer and shenanigans. [#runmelbourne](https://www.facebook.com/hashtag/runmelbourne?__cft__%5B0%5D=AZaNf-jImqmEB31nEjO_HeedSC4hcE86DUI2mtTFGAF_b1kSR_Q6B2FpzFIxPa7d_CytjwABX5PsC2qwITzShfLzfQ10FqLqdeOkBGcRS4UEXScyf5uBFtQ7Iuow1mmEZTssoJz130aNEXMd2kaUlaAV&__tn__=q) [#hashhouseharriers](https://www.facebook.com/hashtag/hashhouseharriers?__cft__%5B0%5D=AZaNf-jImqmEB31nEjO_HeedSC4hcE86DUI2mtTFGAF_b1kSR_Q6B2FpzFIxPa7d_CytjwABX5PsC2qwITzShfLzfQ10FqLqdeOkBGcRS4UEXScyf5uBFtQ7Iuow1mmEZTssoJz130aNEXMd2kaUlaAV&__tn__=q) [#melctyhhh](https://www.facebook.com/hashtag/melctyhhh?__cft__%5B0%5D=AZaNf-jImqmEB31nEjO_HeedSC4hcE86DUI2mtTFGAF_b1kSR_Q6B2FpzFIxPa7d_CytjwABX5PsC2qwITzShfLzfQ10FqLqdeOkBGcRS4UEXScyf5uBFtQ7Iuow1mmEZTssoJz130aNEXMd2kaUlaAV&__tn__=q) [#CityHarriers](https://www.facebook.com/hashtag/cityharriers?__cft__%5B0%5D=AZaNf-jImqmEB31nEjO_HeedSC4hcE86DUI2mtTFGAF_b1kSR_Q6B2FpzFIxPa7d_CytjwABX5PsC2qwITzShfLzfQ10FqLqdeOkBGcRS4UEXScyf5uBFtQ7Iuow1mmEZTssoJz130aNEXMd2kaUlaAV&__tn__=q) [#beerrun](https://www.facebook.com/hashtag/beerrun?__cft__%5B0%5D=AZaNf-jImqmEB31nEjO_HeedSC4hcE86DUI2mtTFGAF_b1kSR_Q6B2FpzFIxPa7d_CytjwABX5PsC2qwITzShfLzfQ10FqLqdeOkBGcRS4UEXScyf5uBFtQ7Iuow1mmEZTssoJz130aNEXMd2kaUlaAV&__tn__=q)

**\*\*\*RSVP PROCESS - CRITICAL INFO\*\*\*** Please be aware, we don't use the Meetup website to take RSVPs, so you will need to register on this link to lock in your place (bookings essential) - [https://propdev.info/uMKh](https://propdev.info/uMKh) We run events most weekends around Australia so you can attend either physically in your local area, or live-stream to any event around the country. **In-Person:** 1:30pm (Melbourne time) to 'Mingle With The Expert' **Virtual:** 2pm (Melbourne time) **INTRODUCING THE INDUSTRY EXPERT:** *Get Council Onside From Day One! SUHO (Alison Fenton)* You’ve got a great site. The numbers stack. You’re ready to push ahead. Then council hits you with Environmentally Sustainable Design requirements you didn’t fully see coming. Different rules. Different reports. Different expectations depending on the council. Suddenly, what should be a straightforward planning approval turns into a maze of consultants, conflicting advice, and delays. Now you’re scrambling. Plans need to be reworked. Reports need to be redone. Costs start creeping up. And worst of all? Time blows out… putting your entire deal at risk. If that sounds familiar, you’re not alone. This is exactly where most mum-and-dad developers get caught. They bring in ESD too late. They assume one report will cover everything. They miss simple, low-cost wins that councils are actually looking for. And it ends up costing them time, money, and momentum. That’s why we’ve brought in **Alison Fenton** from **SUHO**. In her session: You will learn how to cut through the noise and get this right from the start. So instead of delays and redesigns… you get smoother approvals and faster progress to building. Here’s what she’ll break down for you: • How to integrate ESD early (and why it changes everything) • Exactly what reports your site needs and what it doesn’t • The 10 Key Sustainable Development Categories and the easy wins most developers miss • How to align planning approval with your building permit from day one Walk away knowing how to simplify ESD, avoid costly mistakes, and keep your project moving forward. Because the developers who get this right? They don’t just get approvals faster. They build better projects and keep control of their deals. **INTRODUCING THE REAL DEAL:** *1 Into 4 Townhouses (Vijay Ramasundaram)* *720m2, Glenroy, Victoria* One Site. Four Townhouses. Maximum Upside. You’ve found a site that works. The numbers stack up. You’ve got a clear plan… maybe a simple 1 into 2. Safe. Straightforward. Then reality kicks in. The market shifts. Feasibilities change. What once looked like a solid deal suddenly feels like it’s leaving money on the table. If you’ve been there, you’re not alone. That’s exactly what **Vijay Ramasundaram** faced on this project. The difference? He didn’t lock himself into the original plan. He stayed flexible, reassessed the numbers, and adapted his strategy to suit the market. What started as a conservative approach evolved into a 1 into 4 townhouse development unlocking the site’s full potential with multiple exit strategies built in from day one. In this session, Vijay will walk you through: • How to secure a site with a clear strategy while keeping your options open • Why avoiding emotional attachment to your first plan can dramatically improve your outcome • Reassessing feasibility as market conditions shift • Turning a “good” deal into a great one by maximising the site’s flexibility If you’ve ever wondered whether you’re getting the most out of your site, this is the session that will challenge how you think about your next deal. Practical. Strategic. Focused on real outcomes. Don’t miss this Real Deal session. This is your chance to talk property with other enthusiasts! See you all soon!

**🍸 Eat Drink Dance Melbourne: Sunday Social at Transport Public Bar, Federation Square** *Sunday 7 June - 3:00pm – 7:00pm *Transport Public Bar, Federation Square - Live band from 4:00pm *Live band information: - [https://www.transporthotel.com.au/events/2026-06-07-lauren-tatyana-duo](https://www.transporthotel.com.au/events/2026-06-07-lauren-tatyana-duo) - If you're going to be hungry have a bite to eat:[Transport bar menu](https://assets.transporthotel.com.au/TRANSPORT-PUBLIC-MENU.pdf?_gl=1*19qkv2l*_gcl_au*ODQ2MjkyMzk0LjE3NzkyNDQwOTM) 💘 **The** **Vibe** A winter‑sun Sunday session with that classic Eat Drink Dance Melbourne flavour — relaxed, social, a little flirty, and perfectly positioned for people‑watching at Fed Square. Think: warm indoor energy, clinking glasses, new faces, familiar smiles, and a band kicking off just as the afternoon hits its golden stride. 🎶 **The** **Plan** We gather from 3pm at the Public Bar inside the Transport Hotel — the big glass‑fronted corner overlooking the square. It’s easy to find, easy to mingle, and easy to settle in.At 4pm, the band fires up and the room shifts gears: more rhythm, more movement, more excuses to drift between groups and strike up conversations.Stay for one drink or settle in for the whole arc — the space is perfect for both. ✨ **Who** **This** **Is** **For** The social butterfliesThe “I want to meet new people without the chaos of a nightclub” crowdThe flirty-but-friendly Sunday adventurersAnyone who loves a live band and a good laughPeople who enjoy a curated vibe rather than a free‑for‑all 🍹 **Bring Your** **best** **Sunday** **energy** A friend or come solo — both work beautifullyCuriosity, warmth, and your signature Eat Drink Dance sparkle 🌆 **Why** **This** **Works** Transport Public Bar gives us the perfect mix of atmosphere, space, and music. It’s central, easy to reach, and ideal for a winter afternoon that turns into a social evening without any pressure.If you want,

Join me to explore the stunning '1000 Steps' in the Dandenong Ranges, the first section of the Kokoda Track Memorial Walk. For those who would like to, we can catch the train together from Southern Cross to Upper Fern Tree Gully, a chance to chat, connect, make new friends before we begin our walk. The track starts at the Fern Tree Gully picnic grounds, the staircase winds up a steep hill along a creek through rainforest, before emerging into a clearing where we can enjoy beautiful views of Melbourne through the trees. We will complete the loop by taking the Lyrebird Track back to the picnic grounds, and will stop in at the 1000 Steps Cafe for a coffee or something to eat. The Dandenong's is home to beautiful flora and fauna, including giant Mountain Ash trees, Rainbow Lorikeets and Lyrebirds. The path has steep sections on both the staircase and down Lyrebird Track, and is described as moderate to challenging and suitable for reasonably fit people. The track is **3kms** and takes around **1.5 hrs** to complete. The staircase is one way, however there are many places along the track to stop and rest. We will walk slowly, and have a rest at the clearing before heading back down. For anyone who would like to join but is not keen on the stairs, there are walking tracks to explore that run along the creek, from the Ferntree Gully Picnic Ground, with many beautiful spots to sit and relax and enjoy the environment. **Agenda:** I will meet you at **Southern Cross Station at 10.20am** at the Water Tower Clock We will catch the **10.35am Belgrave train** to **Upper Fern Tree Gully** Anyone driving can meet us at the Memorial Mates Statue, at **12pm** We will walk the 1000 Steps, and reach the cafe around 2pm After a coffee or something to eat we can explore the tracks at the foot of the hill, And then catch the **3.30pm** Belgrave train back, reaching Flinders St Station at **4.30pm.** We will keep to the times in the schedule as public transport runs to a reduced timetable on weekends. When you RSVP please click attend on the event page, and I will be in touch about the details, I will also be available in the Event Comments on the day and add any updates there about weather conditions if needed.

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia

Topic to be announced. **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

At Evolve Synergy Sessions, you'll be part of a supportive mastermind where we share challenges, brainstorm solutions, and inspire one another to take bold steps in our businesses. Grow your network, gain fresh perspectives, and build meaningful relationships with like-minded women who are committed to success. Whether you’re looking to move the needle in your business or simply need a space to connect and recharge, this is the perfect place to fuel your entrepreneurial journey. [Add Event to Calendar](https://evolvecolumbus.eventcalendarapp.com/) \*\* Please note, we will be arriving around 8:15a for open networking! Get there early and get connected! Contact Alexis Morley at [alexis.morley@edwardjones.com](mailto:alexis.morley@edwardjones.com) or Terri Lawson at [terri.lawson@e-merge.com](mailto:terri.lawson@e-merge.com) for more information.

We are bringing Microsoft Build sessions to Columbus Ohio! The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us! And yes, there will be free food. So please RSVP for a head count!

Evolve exists to connect women entrepreneurs connect with one another, serve one another, and help one another overcome challenges in marketing, sales, networking, and professional development. **[Add to Calendar](https://www.evolvewomensnetwork.com/columbus-oh.html)** **What to Expect:** \~ Welcome team to greet you, introduce you to others, and make sure you feel a part of the group from your very first meeting \~ Welcome & Introductions: 15 second introductions \~ 15 Minute Speaker Spotlight: Member speaker who shares a bit of her story, how she got to doing what she does, and a tangible tip she uses to gain success in her business. No hard selling...no expectations. Simply giving the group an opportunity to get to know her and her journey. \~ 20 Minute Break Out Sessions: Small groups is where we connect best. Extroverted and Introverted alike get the opportunity to share on a deeper level and learn from one another. \~ Take Aways: Hear what the other groups talked about and share resources to grow yourself and your business \~ Grow Time!: Do you need a specific connection to a person, company, or industry? Share it with us! We love to open our networks to one another and grow together! Guests are always welcome. Please contact Mentor Director Donna Schomer at Donna@EvolveWomensNetwork.com for more information. We'd love to meet you!

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.