Cloud Native

**Event Confirmation Form (NEW LOCATION)!** ➡️ We kindly request you fill out this **event confirmation form** to confirm your attendance for the event and your dietary requirements - [https://forms.gle/3KHTRMddqW2RXvig9](https://forms.gle/3KHTRMddqW2RXvig9) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ## **What's On? 👀** **Speaker:** Paul McCarty **Title:** Rise of the AI Anti-Patterns **Abstract:** AI full-stack “vibe coding” platforms repeatedly converge on the same default stacks and the same failure modes. When your agent encounters an obstacle, it chooses the easiest path to get around it, which often means doing the bad security thing. If you know where to look, these "bad things" coalesce into several standard "AI anti-patterns". This talk will dive into these anti-patterns and underscore why you need consistent security tooling, because the agent can (and will) make insecure choices to satisfy the prompt. ## **Location** 📍(NEW!) Origin Melbourne M01, Ground Floor 321 Exhibition St Melbourne VIC 3000 ## **Agenda ⏰** * 5:30 - Food is served * 6:15 - Session start * 7:30 - Post-event networking \-\-\- Note: Please complete the event confirmation form: [https://forms.gle/3KHTRMddqW2RXvig9](https://forms.gle/3KHTRMddqW2RXvig9)

Our regular monthly presentation night on the second Thursday of the month from 6:30pm! Thanks to Mantel Group for hosting us again this month. If you're coming in person we're there with food and drinks from 6pm. We will be live streaming the presentations as usual from 6:30pm at [http://www.melbournecocoaheads.com/live](http://www.melbournecocoaheads.com/live) \-\-\- In an unusual turn of events we have two AI-related talks this month — but I think both will be speaking to the state of our industry and offering perspective on where we are and maybe where we're going. **Agenda** \| 6:00pm \| Food \+ Networking \| \| 6:30pm \| Event begins\. Introductions \| \| 6:40pm \| Andrew Murphy — The five stages of losing our craft \| \| 7:15pm \| Rob Amos \(Bok\) — Forging a Sword Spirit: From AI skeptic to autonomy \| \| 7:55pm \| Wrap up \+ social time at a nearby venue \| \* All times are approximate. Presentation order will be confirmed on the night. \-\-\-\- We are always looking for speakers and believe everyone has an interesting talk hiding inside themselves. If you are interested in letting that talk out at a future event you can get in touch on the website [https://www.melbournecocoaheads.com/talks](https://www.melbournecocoaheads.com/talks) or on Slack.

Hi Gophers! We have started planning our May event at Atlassian. * **Agenda** **5.45pm — Food & Networking** **6:30pm — Intro + Go News** **6:45pm — Talks** **8.00pm — Wrap up then head out for kick ons** * **Talks** **🎤 Tristan Penman** **Robotics in Go** This talk will show how Go can be used for small networked robots. Everything will run natively in Go, on a Raspberry Pi using a simple MQTT message bus. In this whirlwind tour, we'll also see how Gobot and Periph can be used to perform IO. We'll finish with a sneak peek at how TinyGo can be used offload timing-critical IO to a microcontroller. **🎤 Yann Vigara** **Developer Onboarding That Doesn't Suck** You probably have a Makefile. It probably has a step that installs golangci-lint. Maybe goreleaser. Maybe buf. Maybe something someone added in 2022 that nobody's touched since and everyone's too scared to remove. And when a new dev joins the team, they clone the repo, run the Makefile, hit an error on step 3, spend 45 minutes debugging something that has nothing to do with the actual product, and then quietly wonder if they made a mistake joining. This month I'll show you how to fix that. Mostly terminal. Mostly live. Probably a few things that will go wrong in interesting ways. * **Interested in speaking at an upcoming event?** We will aim to have a mix of short (\~10min) and in-depth (20-30min) talks. If you’re keen to give a talk on a topic, share a project, or idea, please let us know [bit.ly/GolangMelbourneSpeakersForm](https://bit.ly/GolangMelbourneSpeakersForm)

**Generative AI for Developers Meetup 2026** ***Building AI Applications with Agentic AI, GenAI Workflows & Multi-Agent Systems*** We’re gearing up for another massive night on **Thursday, 14th May**. We’ve got an incredible lineup of speakers, a hands-on agenda, and our wonderful MC, **Annemarie Boicovitis**, to guide us through the evening. **📅 AGENDA** 1️⃣ **Implementing Voice AI Agents** **David Galtieri (DepthNode)** David has been deep in the trenches implementing AI chatbots for enterprise. He’ll share insights on moving beyond text and the mechanics of deploying production-ready Voice AI. 2️⃣ **Round Table Discussion: Is software engineering dead?** **Featuring event host Dr. George Vossos** A community-wide debate on the existential questions facing developers today. George will be joining the panel to dive into how AI-augmentation is shifting the role of the engineer. 3️⃣ **The New Agentic Skill Set & Hiring Trends** **Joh Leonhardt** Our regular AI futurist breaks down what "agentic skills" actually look like in practice and exactly what the industry is looking for in its next wave of AI hires. 4️⃣ **Zero to markermate.ai: The Reality of Building an AI SaaS** **Ryan Sinnott** One of our founding members, Ryan, tells the "real story" of building and launching his own AI SaaS—the technical hurdles, the pivots, and what it actually takes to get to market. *** Whether you're a seasoned dev or just curious about the agentic future, come for the technical insights and stay for the networking with Melbourne’s AI community. *** 🌍 **Live-streamed globally** — YouTube link shared on the day (EU + US welcome!) \-\-\- **Why attend?** If you’re building (or about to build) agentic AI systems, this is the room where you’ll pick up reusable patterns, avoid common traps, and meet others shipping in the same space - developers, data folks, founders, and technical leaders. RSVP here: https://www.meetup.com/genai-for-developers/

FREE ENTRY, 1 drink order upon entryMax 80 guests. 1 Crockford St, Port Melbourne VIC 3207 EVERY FORTNIGHT THURSDAY! 2週間に一度の開催! PRIVATE EVENT! 完全プライベート語学交換会！ \[FREE Language Exchange:無料\! 2週間ごと開催！！日本語と英語で話しましょう\!\] \[MUST READ\!\!\! English below\] hosted by: MELLIFE メルライフ主催 概要は下に！ We do most of the announcements on Instagram! Check us out! インスタフォローもよろしくお願いします IG: @mellife2022 [毎月2回木曜日開催] Location: The Cornerstone 1 Crockford St, Port Melbourne VIC 3207 Entry fee: Free !!! Time: 6pm\~ 8pm [Schedule　当日のスケジュール] 6:00 - 6:30 Entry opens 入場開始 6:30 - 6:45 Japanese time　日本語タイム 6:45 - 7:00 English time　英語タイム 7:00 Announcement from staff members, crowd shuffle, find different partner/group スタッフからのお知らせ、注意喚起等。違うパートナーを探す時間 7:00 - 7:15 Japanese time　日本語タイム 7:15 - 7:30 English time　英語タイム 7:30 - 8:00 Socializing time　社交タイム メルボルン最大の日英ランエク【会場変更のお知らせ】 長すぎたロックダウンを終え、新しく皆が楽しめる場所を提供したいと始まった私たちMELLIFE 初回は30名ほど集まる小さなコミュニティでしたが、結成から半年が経ち、あっという間に多くの方々に参加頂けるメルボルン最大の日英ランエクグループに成長する事が出来ました 今後のMELLIFE が更に成長して、より楽しい時間を提供するために次回のイベントから会場を変更し、質を上げた会場へ移る事を決めました 今回からはメルボルン市内でもとても有名でおしゃれな会場、The Cornerstoneで開催を決定いたしました。 ぜひ次回のイベントからもMELLIFE をよろしくお願い致します メルライフ一同 日本語を学びたい世界の方が集まるので、英語が得意でなくても、コミュニケーションが取れます(日本語、英語喋れる人も) お互いの得意な言葉を教え合って一気に語学上達しちゃいましょう✨ メルボルンで新しい友達が出来るチャンスです ぜひ参加表明をお願いします！ 途中参加の方も受け付けております！ [下記を必ずお読みください] メルライフが主催するイベントはどのような方も歓迎しています。しかし、"お酒などの強要・いじめ・ハラスメント・暴言"　など他のメンバーが不愉快に感じる行為は絶対におやめください。このルールを守れない方は積極的に処置をとらせていただきますので、これらを経験した、または見つけ次第メルライフスタッフにいつでも言いつけをお願いいたします。メルライフを　”いつでも気軽に来れて安全なコミュニティ”　をモットーにするため、皆様のご協力をお願いいたします。 Social event: JAP/ENG language exchange at a fancy venue with great vibes! FREE ENTRY!!!! ✨️ Thursday from 6pm\~✨️ Do you want an opportunity to have a conversation and make friends in person? Say no more! We are organising a language exchange event at a trendy venue near the CBD!!! Feel free to join at any time throughout the event, but good things may happen to those who come in early ;) See you guys then! ENROLL EARLY TO SECURE YOUR SPOT See you guys then PLEASE READ BELOW (Everyone is welcomed to MELLIFE events. However, we ask that all attendees treat each other with respect and be polite. Our community does not tolerate innappropriate behaviour or any form of HARRASMENT!!!!! When you see or experience any, please call it out or reach out to Mellife staff members ASAP so we can address this and keep the community a safe space.)

Are you craving some conversations with other big thinkers? The Movers & Shakers monthly coffee is for the creative's who are driven, are hustlers, are actively seeking to grow and look for new opportunities and are wanting to be around other dreamers and action takers. If you're seeking out those conversations that inspire you, that leave you feeling motivated, then this event is for you. The Creative Hustle is a social events community for professional creatives in Melbourne's arts industry. STRUCTURE: 15 min - casual networking/order your coffee 40 min - round table intros and questions 30 min - guided conversations topics in small groups Finish with casual networking MINIMUM SPEND: Everyone who attends this event is required to purchase something from the cafe, minimum of 1 drink.

NuCalm is a patented, drug-free neuroscience technology designed to rapidly reduce stress, improve sleep quality, and aid recovery by shifting the body from a "fight-or-flight" state to a deeply relaxed parasympathetic state within minutes. [https://stamina.xosialx.com/nucalm.html](https://stamina.xosialx.com/nucalm.html) It uses neuroacoustic software, a biosignal processing disc, and light-blocking eye masks to guide brain waves from active beta states down to alpha/theta (relaxation/meditation) levels NuCalm uses a patented, clinically proven pitch and frequency matrix with non-linear oscillating algorithms to safely present your brain with precise signals, prompting what is known as a frequency-following response. Your brain synchronizes with the incoming NuCalm signals helping you naturally and effortlessly manage your state of mind by speeding up or slowing down your brain wave frequencies. NuCalm has mapped all of your brain wave frequency zones and created products to safely and predictably guide you to whatever mental state you desire. The amazing thing is, NuCalm is all-natural and works every time you use it within minutes. The best thing to do now is to watch the video on the website and download the NuCalm app. All you need is a headset and eye mask. This app purchase is covered with a 30-day money-back guarantee. Get started today and FEEL the difference even 15 minutes can make. WATCH THE VIDEO ON THE WEBSITE. [https://stamina.xosialx.com/nucalm.html](https://stamina.xosialx.com/nucalm.html)

## **KISMETRIX \| True Connection: Singles Dinner Night at Gilbert's Bentleigh** [Ticketed Event](https://www.eventbrite.com.au/e/may15-singles-dinner-night-feast-drinks-connection-gilberts-bentleigh-tickets-1987889234212?aff=oddtdtcreator) **A SINGLES DINNER NIGHT TO REMEMBER** 📍 **Gilberts — Bentleigh Private Function Room (Upstairs)** 282 Centre Road, Bentleigh 3204 📅 **Friday, 15 May 2026** 🕖 **7:00 PM** **🍽 Shared feast menu included** **🥂 Welcome drink on arrival** **🎫 Age groups: 28–42 · 38–52 · 48–65** \-\-\- AN EVENING OF FOOD, CONNECTION & GENUINE CONVERSATION Some evenings are made for slowing down. For sitting across from someone new, sharing a beautiful meal, and letting conversation unfold naturally — no scripts, no pressure, no swiping. This is Kismetrix Singles Dinner Night — an intimate, hosted dining experience at Gilberts in Bentleigh, where great food meets genuine connection. \-\-\- 🍽 **THE FEAST** Your ticket includes a shared banquet menu designed to bring people together around the table: * Renkon chips with green chilli & soy dipper * Roti bread with peanut sambal & cucumber relish * Steamed wagyu beef & chive dumplings with peanut chilli soy * Chicken & vegetable spring rolls with vermicelli noodles & nuoc cham * Cauliflower fritters with black vinegar & green chilli * Crispy pork bao buns with kimchi, hoisin, sriracha & coriander * Chilli salt chicken ribs with kewpie & hot tamarind dipper * Stir fried hokkien noodles with broccolini, Thai basil & chilli * Green chicken curry with baby corn, asparagus, oyster mushroom & lime leaf Please note: menu items may be subject to change based on seasonal availability. \-\-\- 🥂 **WHAT'S INCLUDED** ✅ Entry to the Kismetrix Singles Dinner Night ✅ Welcome drink on arrival ✅ Full shared banquet feast ✅ Hosted support throughout the evening ✅ A thoughtfully balanced and intimate dining experience Additional drinks available for purchase at the bar. \-\-\- **👥 AGE GROUPS & FLOW** This event is designed for three overlapping age groups: • 28–42 • 38–52 • 48–65 Overlapping ranges allow for natural flexibility and a warm, mixed atmosphere. The evening flows naturally — no rigid rotations, no forced formats. Just genuine connection over a shared meal. \-\-\- 🎯 **WHO THIS NIGHT IS FOR** This event is for singles who: * Appreciate quality food and good company * Want real conversation in a relaxed, intimate setting * Are ready to show up in real life — not behind a screen * Value depth, warmth and genuine human connection Come solo — most people do, and that's exactly the point. \-\-\- [🎟 ](https://www.eventbrite.com.au/e/may15-singles-dinner-night-feast-drinks-connection-gilberts-bentleigh-tickets-1987889234212?aff=oddtdtcreator)**[TICKETS & PRICING](https://www.eventbrite.com.au/e/may15-singles-dinner-night-feast-drinks-connection-gilberts-bentleigh-tickets-1987889234212?aff=oddtdtcreator)** 🌟 Early Bird: $90 per person 🎫 General: $99 per person ⏰ Last Minute: $109 per person Tickets are limited to maintain an intimate and balanced experience. Early booking is strongly recommended. Your ticket includes entry, welcome drink on arrival, and the full shared feast. Additional drinks available at the bar. \-\-\- ## 🔔 IMPORTANT NOTES * This is a hosted social dining experience — not speed dating * Shared banquet style — dishes are placed at the table for everyone to enjoy together * Dietary requirements: please contact us at social@kismetrix.com.au before booking * Tickets are non-refundable but transferable * Respect, warmth and good energy are essential \-\-\- **🔗 Stay Connected** 📧 **social@kismetrix.com.au** 🌐[ ](http://www.kismetrix.com.au "http://www.kismetrix.com.au")**[www.kismetrix.com.au](http://www.kismetrix.com.au "http://www.kismetrix.com.au")** 📱 @kismetrix_ on **[Instagram](https://www.instagram.com/kismetrix_/ "https://www.instagram.com/kismetrix_/") & [Facebook](https://www.facebook.com/profile.php?id=61559826808523 "https://www.facebook.com/profile.php?id=61559826808523")** By registering you confirm you have read and agree to Kismetrix \| True Connection's Terms & Conditions\, Privacy Policy\, Disclaimer and Code of Conduct\.

\*\*\*\*NEW SESSION!!\*\*\*\* Welcome to Melbourne Volleyball Academy. 🤗 **[[WHAT]]** This session is specifically for games only (no training). There will be a cap of 18 players, allowing for 3 teams of 6. Games will be played to 15 points, with a cap at 18 points. These games are intended to be played at a high-intermediate(BB)/advanced(A) level. Please see an explanation of skill levels on our website here: [https://melbournevolleyballacademy.com.au/skill-levels-explained](https://melbournevolleyballacademy.com.au/skill-levels-explained) **[[WHO]]** The session is intended for ADVANCED players. Players should be able to: * Have strong fundamentals for all volleyball techniques * Serve receive a majority of serves well & serve over the net consistently * Basic understanding of 5-1, and 6-2 systems (we do not play a pass middle 4-2 system in this session) * Have an understanding of base defense * Know all/most volleyball rules Players that are not of the intermediate(BB)/advanced(A) level will be asked to leave as we want to ensure that all players have an enjoyable time playing. **[[HOW MUCH $$]]** $14 card payment will be processed on the day via square reader (EFTPOS). **[[WHEN]]** The stadium is booked from 12:20 PM-2:20 PM weekly, every Saturday. However, feel free to come early and stretch as the Recreation Centre is open earlier. Last minute dropouts and no shows will have a zero-tolerance policy going forward. All players are expected to update their RSVP at least 24 hours in advanced if they are unable to attend. This applies to players on the going list and the waitlist. **[[OTHER DETAILS]]** Only those on the “going” list are permitted to play. If you are on the waitlist, or not registered at all, you will not be permitted into the gymnasium.

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](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/](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

Wild Ones Columbus Annual Native Plant Sale Saturday, May 23th, 2026 9:00 am to 1:00 pm (Eastern Time) Overbrook Presbyterian Church Parking Lot, 4131 N High St, Columbus, OH, 43214 Public Welcome, Family-Friendly Free Event A wide variety of native flowering plants, grasses, shrubs, and trees will be available from Wild Ones Columbus and local vendors Natives in Harmony, Leaves for Wildlife, and Scioto Gardens. Wild Ones will publish a list of plants that will be available at this year's sale closer to the event date. Be sure to stop by! Show up anytime!

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.

SAVE THE DATE! POLLINATOR PATHWAY + LICKING LAND TRUST Native Plant Sale Saturday, May 30, 2026 8:30 a.m. - 12 noon Granville Farmers Market Raccoon Valley Park 1225 River Road | Granville Plant package pre-order available as of 6-May at this link [https://lickinglandtrust.org/store/plant-sale](https://lickinglandtrust.org/store/plant-sale) Sun, Shade and Native Tea garden packages available

**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

Nature’s Bounty: Teas & Traditions Hosted by Ohio History Connection: * May. 30 * Time: Noon-4 p.m * General - $15 * Ohio History Connection Member - Free * Location: Newark Earthworks - a UNESCO World Heritage Site, Octagon Earthworks 125 N. 33rd St., Newark, OH 43055 Did you know that Red Willow has the same natural compounds as aspirin? What about Staghorn Sumac and Purple Coneflower, containing large amounts of Vitamin C? Join us as we learn all about the uses of plants. This program will hike the grounds of the Octagon to learn about nature’s bounty. In addition, it will explore the vast knowledge of American Indian peoples regarding how plants help humans. Guests will be able to sample several teas made from plants that will be discussed. Disclaimer: This is for interpretative purposes only, and we are not promoting natural healing or any use of self-care or medical advice. Click here to register [https://hopewellearthworks.org/events/natures-bounty-teas-traditions/](https://hopewellearthworks.org/events/natures-bounty-teas-traditions/) Contact 740.344.0498 or newarkearthworks@ohiohistory.org https://hopewellearthworks.org/site/octagon-earthworks/

Bring your work or your hobby, hang out, and code with us. Follow @buckeyecocoa for more information.