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Hello everyone! Join us for an Apache Kafka® meetup on **June 24th from 5:30pm**, hosted by Ippon in Melbourne! The address, agenda, and speaker information can be found below. See you there! **📍Venue**: Ippon Australia Collab Hub Level 8, 607 Bourke Street Melbourne VIC 3000 IMPORTANT: Please note that for security purposes, all attendees are required to sign in at the lobby to get into the building. \*\*\* 🗓 Agenda: * 5:30pm: Doors open * 5:30pm - 6:00pm: Pizza, Drinks, and Networking * 6:00pm - 6:45pm: Usman Khan, Technical Support Engineer, Confluent * 6:45pm - 7:30pm: Additional Q&A & Networking \*\*\* 💡 Speaker: Usman Khan, Technical Support Engineer, Confluent Talk: Kafka Connect On-Prem Troubleshooting Playbook Abstract: When a Kafka Connect sink stops writing, the failure can be hiding in one of several layers, Database, the connector config, the Connect worker, the schema, or the topic itself. In this session, Usman walks through a live Oracle JDBC Sink troubleshooting demo built on the kafka-docker-playground, showing a repeatable classify → fix → verify approach. We cover how to check connector and task state via the REST API and internal Kafka topics, navigate worker logs efficiently, use the Connect admin logging API for dynamic trace logging without restarts, Grafana metrics, manipulate sink offsets for replay. Bio: Usman Khan is a Technical Support Engineer on Confluent's Global Support team, based in Melbourne and covering the APAC region. He specialises in Kafka Connect, working daily with engineering teams to diagnose and resolve connector and framework issues across both on-premises deployments and Confluent Cloud. \*\*\* ***DISCLAIMER*** BY ATTENDING THIS EVENT IN PERSON, you acknowledge that risk includes possible exposure to and illness from infectious diseases including COVID-19, and accept responsibility for this, if it occurs. NOTE: We are unable to cater for any attendees under the age of 18. \*\*\* If you would like to speak or host our next event please let us know! community@[confluent.io](http://confluent.io/)

Dear STAG members, We are back with **🚀STAG In-Person Meetup!** **Topic: Calculating the Savings with AI-Assisted Performance Testing Using LoadMagic and JMeter** Artificial Intelligence is rapidly transforming the way performance testing is performed, but how much time and cost can it actually save? Join us for an engaging and practical session with **[Renard Vardy](https://www.linkedin.com/in/renard-vardy/)**[ ](https://www.linkedin.com/in/renard-vardy/)as we explore how AI-assisted automation can dramatically reduce the effort and technical complexity involved in creating and maintaining JMeter performance test scripts. In this session, Renard will demonstrate how **LoadMagic** can automatically correlate a JMeter script, showcasing how AI-assisted scripting can simplify and accelerate this process through a live demonstration. 📅 **Date:** Wednesday, 24 June 2026 🕕 **Event** **Time:** 5.30 PM - 7.30 PM 🕕 **Speaker** **Time:** 6 PM - 7 PM 📍 **Format:** **In-Person Meetup** 📍**Venue**: Level 3, 271 Collins Street, Melbourne VIC 3000 **Thanks to our Event Sponsor : [Easygo](https://easygo.io/)** 287 Collins Street, Melbourne, VIC 3000 ***Food & drinks will be provided.*** 🤝 **Networking** before and after the event. Join us from **5:30 PM** for pre-event networking and stay after the session until approximately **7:30 PM** to connect with fellow testing professionals. **About the Speaker – Renard Vardy** Renard Vardy is a highly experienced Software Quality and Performance Testing specialist with more than 25 years of industry experience helping organisations improve the reliability, scalability, and performance of critical software systems. Throughout his career, he has worked across government, enterprise, and large-scale digital transformation programs, with a strong focus on Performance Engineering, Test Automation, and emerging AI-driven testing practices. [https://www.linkedin.com/in/renard-vardy/](https://www.linkedin.com/in/renard-vardy/) If you need any further info, please email at [stag@test-fast.com.](http://stag@test-fast.com./) Join [STAG mailing list](https://test-fast.com/community/stag/membership-for-stag) to not miss any notification & also join the [STAG premium membership](https://test-fast.com/community/stag/premium-membership-for-stag-members) today and unlock a world of exclusive benefits designed to propel your career in software test automation to new heights. [Sign up now](https://test-fast.com/community/stag/premium-membership-for-stag-members) and take advantage! Also, join us on: [Subscribe STAG on YouTube](https://www.youtube.com/channel/UCRu6aED3NQbkBW5SxfAF_Lg) (for recordings) [Follow STAG LinkedIn Page](https://bit.ly/3x4mWog) [STAG LinkedIn Group](https://www.linkedin.com/groups/6967675/) STAG [WhatsApp channel](https://whatsapp.com/channel/0029VagLSlQDTkKBtPYfCi1W) We look forward to seeing you there and making this event a memorable and valuable experience for everyone. **Why Attend?** * **Networking Opportunities**: Meet and interact with like-minded professionals in the software test automation field. * **Knowledge Sharing**: Engage in insightful discussions and share your experiences and challenges. * **Collaboration**: Discover potential collaborations and partnerships within the community. Thanks & Regards, **STAG** *{Empowering Test Automation}*

RSVP on our GDG community platform -> https://gdg.community.dev/events/details/google-gdg-melbourne-presents-gdg-melbourne-june26-meetup/ This event is hosted at the Mantel Group Office, with the recording of the talks to be shared afterwards on YouTube if you can't make it. There will be food, networking and some surprise swag!Agenda: 6:20 - Intro 6:30 - Talks 8:00 till late - networking & chat (& drinks optional)Speakers and Talks: Talk 1: Olga Mirensky - Senior Staff Site Reliability Engineer @ Ping Identity Olga and Her Agent Attended AI Engineer Conference. Lessons Learned What happens when you let an experimental Stand-In Agent run loose against a live conference environment? To follow the fast-paced sessions of an AI Engineer conference, I built an agent while at the conference. The agent monitored talks and distilled what actually mattered to me - filtering for high-value signal and turning it into specs ready to implement or articles I should read. I started with a different platform, but pivoted to an ADK agent deployed to GCP Agent Platform. Identical system prompt, different platform architecture, different LLM - completely different outcomes. This talk is a transparent look at what happens when agentic experiments meet reality, including an architectural runaway bug that burned 1M tokens per minute. We look past the hype and focus on the real engineering rigour required to build purposeful agents, with four key takeaways: * The Purpose Filter: Why does your agent care about this specific talk? If it’s not highly unique, you’re just automating noise. * Architecture > Hype: The gap between what you expect and what actually happens at runtime and why. * The Personalised Flywheel: High-signal distillation requires deep context about you, your team, and where you are in your journey. * Clear Goal Setting: Moving from “autonomous” to “purposeful”. In the replay demo I’ll walk through my flywheel showing how the agent filtered the content in real-time, picked up on tech I am interested in, turned it into an implementable spec, and how AI tools can close the loop to further automate the entire implementation, testing, and release cycle. Talk 2: Sahil Bahadur Devkota - Full Stack Developer Beyond LLMs: why RAG is equally important In this talk, I'll break down how RAG works, why is it really important in real-world and it's popular architectural pattern. We'll look at the core components of a RAG pipeline, discuss it's implementation approach, and cover some of the key things to think about when building an AI applications with RAG. Whether you're working with AI or building application that need accurate responses, you'll leave with a practical understanding of when RAG make sense - and when it doesn't. Talk 3: Abhijeet Kumar - AI & Automation | Cloud enthusiast Beyond RAG: Building an Agentic "Second Brain" with FastAPI, pgvector, and Gemini Move beyond static note-taking apps. This talk explores Project NeuralFortress—a custom, Python-built knowledge management system designed to actively synthesize information. We’ll walk through evolving a basic RAG script into an agentic pipeline using FastAPI for routing, Neon PostgreSQL (pgvector) for vector storage, and Google Gemini for cognitive processing. In Development (Sneak Peek): A brief look at experimental features currently in testing to make the system fully autonomous: GraphRAG: Mapping multi-hop relationships beyond standard vector distance. MCP Integration: Native database queries directly from your code editor. Async Watchers: Autonomous background web scraping and data ingestion. How to find us: Doors open at 5:45 PM at our host the Mantel Group, Level 2/452 Flinders St, Melbourne. Message via Meetup or Slack if you are arriving after 6:00, as the lifts won't let you up.  This is an in-person only event. If you have any accessibility requirements, please reach out via the Meetup or Slack to the organiser group to discuss, and we will do our best to help you out. Agenda --- Hosted By Katie Barnett, GDE Android / GDG Organiser Katie is passionate about all things Android. She has taken on a wide variety of challenging projects including in the live event, media and travel space. Her favourite thing is to see someone having a delightful experience using something she has worked on. Katie is very active in the development community, she is a Google Developer Expert for Android, one of the organisers of GDG Melbourne and is a Women Techmakers Ambassador. She frequently runs events, speaks on technical and non-technical topics and enjoys writing blog posts to share her experience with others. Katie is based in Melbourne, Australia but loves to travel the world and outside of tech she enjoys boardgaming and attempting to finish many craft projects. Suesi Tran, Senior Flutter Developer Google Developer Expert in Dart, Flutter & Firebase, Women Techmaker Melbourne ambassador, GDG Melbourne & Flutter Melbourne co-organiser. In short: Flutter is love, and mobile is life. Poornima Sivakumar, GDG Organiser Lovee Jain, GDG Organiser Lovee is a Software Engineer at Prezzee, a GDG Melbourne Organiser and also a Women Techmakers Ambassador. A tech inquisitive philomath, she loves problem solving and solution design. She has worked at a city council where she developed a lot of useful system integrations and while at Prezzee she develops and works on multiple gift card solutions to cater the B2B2C market. Zach Jensz, GDG Organiser Passionate about the web, seamless UX and accessibility. I love attending meetups, find me and come say hi! Ujjawal Raj, GDG Organiser Bramley Turner-Jones, GDG Organiser Yuba Raj (UV) Panta, GDG Organiser Kartik Arora, Android Engineer Google Developer Expert in Android Android Engineer @ Bilue Carolyn Ai Chi Wong, Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-melbourne-presents-gdg-melbourne-june26-meetup/.

🎉 **Melbourne AWS User Group – June Meetup** 🎉 📅 Wednesday, 24 June 📍 NAB Events Hub – 395 Bourke Street, Melbourne ⏰ Food at 6:00 pm, talks from 6:30 pm (with live stream) Join us for our June meetup, featuring two lightning talks and a full technical presentation covering community contribution, generative AI, and cloud-native security. This month also celebrates the AWS community speaking journey. Sanjana Kailash will deliver her first-ever public presentation, while Bharat Wadhwa returns to present after beginning his own public speaking journey at a Melbourne AWS User Group event. This month’s lineup features: • **Matthew Merriel** giving a behind-the-scenes look at how the Melbourne AWS User Group’s regular “What’s New in AWS” segment is prepared—and how other volunteers can get involved. • **Sanjana Kailash** making her first-ever public presentation, demonstrating an automated market-intelligence pipeline built with Amazon Bedrock, retrieval-augmented generation, and AWS-native services. • **Bharat Wadhwa** presenting a cloud-native approach to malware protection for Amazon S3 using Amazon GuardDuty Malware Protection. Bharat also gave his first public presentation at a Melbourne AWS User Group event, making this a great example of where taking that first step can lead. A huge thank you to our sponsors: 🥇 Mantel Group – Gold Sponsor, 🥈 Cevo – Silver Sponsor, 🏛 NAB – Venue Sponsor The event will also be live-streamed on YouTube: 👉 [https://melb.awsug.org.au/live](https://melb.awsug.org.au/live) *** 🗓️ **Agenda** 6:00 pm – Food & Socialising 6:30 pm – Introductions 6:40 pm – What’s New in AWS 6:55 pm – Preparing the “What’s New in AWS” Segment (Level 100); Speaker: Matthew Merriel 7:10 pm – RAG to Riches: AI-Powered Market Intelligence on Amazon Bedrock (Level 200); Speaker: Sanjana Kailash 7:25 pm – Intelligent Malware Protection Using AWS GuardDuty (Level 200); Speaker: Bharat Wadhwa 7:55 pm – Marketplace (Who’s Hiring) 8:00 pm – Networking + Close *** 🎤 **Talk Details** **Preparing the “What’s New in AWS” Segment** Speaker: Matthew Merriel Level: 100 Format: Lightning Talk “What’s New in AWS” is a regular part of Melbourne AWS User Group meetups—but how is the segment put together? Matthew will provide a behind-the-scenes look at the process used to find, shortlist, and prepare recent AWS announcements for presentation at the meetup. This session is designed to help volunteers understand what is involved and make it easier for more community members to take on the segment at future events. No previous speaking experience is required. *** **RAG to Riches: AI-Powered Market Intelligence on Amazon Bedrock** Speaker: Sanjana Kailash Level: 200 Format: Lightning Talk What if a strategy team never had to manually scan more than 50 data sources again? In this lightning talk, Sanjana will walk through how she built a fully automated AI-powered market-intelligence pipeline using Amazon Bedrock, retrieval-augmented generation, and AWS-native services. The solution transforms more than five hours of Monday-morning manual research into a polished briefing delivered directly to inboxes—with no manual effort required. This will also be Sanjana’s first public presentation, and we’re excited to welcome another new speaker to the Melbourne AWS community. *** **Intelligent Malware Protection Using AWS GuardDuty** Speaker: Bharat Wadhwa Level: 200 Format: Full Presentation This presentation showcases a cloud-native malware-protection solution for Amazon S3 using Amazon GuardDuty Malware Protection. The solution replaces legacy antivirus approaches with intelligent, event-driven malware detection and automated security workflows. Bharat will explore how this approach can improve scalability, operational efficiency, and security visibility across AWS environments. Bharat also began his public speaking journey at a Melbourne AWS User Group event and now returns with a full technical presentation. *** 🙌 Could This Be the Start of Your Speaking Journey? This month, Sanjana will take the stage for her first-ever public presentation. Bharat also began his speaking journey at a Melbourne AWS User Group meetup and is now returning with a full technical session. Every experienced speaker started with a first talk. Whether you have an idea for a full presentation, a lightning talk, or would like to help prepare and present the “What’s New in AWS” segment, the organisers are happy to help you take that first step. Speak to us at the meetup or submit an idea through our website: 👉 [https://melb.awsug.org.au/speak/](https://melb.awsug.org.au/speak/)

**Event Confirmation Form!** ➡️ We kindly request you fill out this **event confirmation form** to confirm your attendance for the event and your dietary requirements - [https://forms.gle/5P1kfDSRtbtKze9AA](https://forms.gle/5P1kfDSRtbtKze9AA) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ## **What's On? 👀** **Speaker:** James Bannan **Title:** Zero-Friction DevSecOps: Automated Code Signing Done Right **Abstract:** Software supply chain attacks aren’t hypothetical anymore; they’re depressingly regular headlines. Yet many teams still treat code signing as an afterthought: painful to set up, difficult to automate, and even harder to make developer-friendly. This session shows that it doesn’t have to be that way. In this deeply technical, demo-driven talk, we’ll walk through how to implement automated artifact code signing using SigStore and Smallstep PKI, integrated directly into GitHub Actions. You’ll see how to transform code signing from a security bottleneck into a frictionless part of your CI/CD pipeline; one that developers barely notice, but auditors and CISOs absolutely love. ## **Location** 📍 Atlassian Melbourne Queens & Collins Building, Level 20, 100 Queen Street, 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/5P1kfDSRtbtKze9AA](https://forms.gle/5P1kfDSRtbtKze9AA)

**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, 25th June**. We’ve got an incredible line-up of speakers, a hands-on agenda, and our wonderful MC, **Annemarie Boicovitis**, to guide us through the evening. 📅 **Agenda** **1️⃣ What’s Making News** Featuring event host **Dr George Vossos** from **Evoke AI**, this segment will provide a round-up of the latest AI-related news and developments. **2️⃣ Introducing the Sovereign Foundry AI Platform** **Andy Lamrock** and **Hamish Toll** from **Circle T and The Foundry** will lift the hood on Australia’s only fully sovereign AI ecosystem and explore why prompts were just the beginning. **3️⃣ Roundtable Discussion: Is Software Engineering Dead?** A community-wide debate on the existential questions facing developers today. Event host **Dr George Vossos** will join the panel to discuss how AI augmentation is reshaping the role of the software engineer. **4️⃣ aifor.au: Developing in the Age of New Token Pricing.** Event co-host **Samuel Klett Navarro** will showcase how coding personalised apps is changing with the end of VC-pricing and some techniques that might help you get them to deployment, without a premium frontier lab account. **5️⃣ Sovereign Foundry AI Platform Project Showcase** **Andy Lamrock** and **Hamish Toll** will showcase a range of AI projects currently being built and deployed on the Sovereign Foundry AI Platform. Whether you’re a seasoned developer or simply curious about the agentic future, join us for technical insights, practical demonstrations, and networking with Melbourne’s AI community. *** 🌍 YouTube clips shared post event. **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/

**Experience a different kind of Toastmasters club.** *Port Melbourne Toastmasters is built around **SpeakLabs**—experimental, high-impact learning environments designed to accelerate speaking growth through deliberate practice, real-time feedback, and guided experimentation.* This is not a traditional meeting format. It is a **speaking laboratory**, where ideas are tested, skills are refined in the moment, and speakers are developed through action rather than theory. Our **SpeakLab: The Experiment sessions** give prospective members a chance to experience this unique culture firsthand. You’ll observe members in action, see how feedback is delivered in real time, and experience our distinctive approach to speaker development inside a fast-paced, supportive environment. Whether you're new to public speaking or looking to elevate your speaking... Join us tonight at Port Melbourne Toastmasters to experience an innovative approach to propelling your speaking forward. *Guests, Meetup Group members, and visiting Toastmasters attend for free.* 🌐 [www.portmelbournetoastmasters.org](http://www.portmelbournetoastmasters.org) 📍 Where: Find directions [here](https://www.portmelbournetoastmasters.org/directions.html) ***Port Melbourne Toastmasters is a club for people who are serious about developing their speaking, leadership, and personal presence.*** We offer limited, curated guest sessions throughout the year for prospective members. These sessions allow you to experience our high-engagement, growth-focused environment firsthand — without open access to every meeting.

In the chaos of our lives chasing impossible deadlines and unending chores, we want you to take a moment for yourself. This is why we are bringing you a manifestation and gratitude journaling circle, a guided two-hour journaling session for anyone who wants to slow down, get their tumbling thoughts onto a page, feel their big feelings, celebrate what they are grateful for, and manifest what they want. Whether you have journaled for years or never picked up a pen with intention, this is a no judgment space for trying something that you may or may not want to try again. It is just you, a pen and a journal surrounded by women who show up for themselves - in a beautiful location looking out over the ocean. We will start with a team activity, some heartfelt sharing, some breathwork and guided meditation to ease our words onto paper. This is not a workshop to teach journaling. It's an opportunity to try something with a room full of women who are figuring things out as they go. Come ready to write a little, reflect a lot, and leave feeling more grounded than when you arrived. **About your facilitator** *Chandrika is a PhD-trained geneticist who spends her days in the world of research publishing and her spare time creating space for women to come back to themselves.* *She found journaling during one of the harder seasons of her life, navigating the uncertainty of graduate school in the middle of a global pandemic. That habit stayed with her, along with a strong belief that women thrive when they are in the room together.*

**Register now to attend! =>** [https://konfhub.com/ksug-au-2026-06-29](https://konfhub.com/ksug-au-2026-06-29) **<=** **Latest promotions** discovered by our community! * **50%** OFF **[Kubernetes](https://lf.ksug.ai/)** Bundles - Code: **JPRIME26BAI** * **20%** OFF **[FinOps](https://ksug.ai/finops/?ref=meetup)** Certs Code: **KSAI_20** * Missed **65%** off [LF / CNCF](https://lf.ksug.ai/)? [Get Notified](https://ksug.ai/?notify&ref=meetup) for next BIG drop! We're excited to welcome you to the upcoming **KSUG.AI Australia Meetup** — happening in-person at at AWS Melbourne office! 🎉 We're actively seeking more awesome K8s and AI topic speakers! 👉 [https://sessionize.com/ksug-au](https://sessionize.com/ksug-au) **Workshop Overview [Hands-on Workshop]** Join us for the Agentic Platform Engineering Experience (APEX) — an adaptive, instructor-led, choose-your-own-adventure workshop where you and an AI tutor explore Amazon EKS through the lens of agentic platform engineering. Using Claude Code and AWS DevOps Agent as a co-pilot alongside purpose-built APEX Skills, you will design, build, and operate Amazon EKS clusters with AI-guided assistance that adapts to your experience level and goals. **Who Should Attend** This workshop is designed for platform engineers, DevOps engineers, solutions architects, and developers who want practical, hands-on experience combining AI agents with Kubernetes platform engineering. **What Matters to You** * **Immediate Applicability:** Deploy and operate EKS clusters using the same patterns and tools you will use in production — no toy examples. * **Reduced Operational Risk:** Understand and enforce critical safety rules that prevent NodeCreationFailure and pod creation blocks. * **Faster Time-to-Value:** Use AI-assisted infrastructure generation to scaffold complete, production-ready Terraform projects in minutes, not days. * **Security & Compliance:** Harden cluster security posture with guided remediation and constraint patches for air-gapped, proxy, and compliance environments. * **Cost Optimization:** Identify and implement compute cost savings through AI-driven operational reviews — applied to your real cluster. * **Career Growth:** Gain hands-on experience combining AI agents with Kubernetes — a rapidly growing skill set for modern platform engineers. **Environment prepared for you by AWS** * AWS account pre-configured at no cost * EKS cluster already deployed & ready * Claude Code workspace provisioned * APEX Skills included — no local setup required **Pre-requisites:** Foundation knowledge about Kubernetes. Attend this self-paced digital course if you are not familiar with Kubernetes Home - [AWS Skill Builder](https://skillbuilder.aws/learn/X5RBBUKERD/the-amazon-eks-cluster/FJVEUUZGEK?parentId=393YRXJZWC) **IMPORTANT: Please bring your own laptop and government ID.** **[Register Now](https://konfhub.com/ksug-au-2026-06-29)** Seats are limited. Register now to secure your spot and accelerate your kubernetes platform engineering with AI. **Speakers** **Frank Fan** Principal Solution Architect, Containers, AWS **Nirmal Rajan** Senior Technical Account Manager, AWS **Don George** Senior Technical Account Manager, AWS **Location:** Amazon MEL12, Level 13.304 [555 Collins St, Melbourne VIC 3000](https://maps.app.goo.gl/Kbi13GZqj2zDqDz2A) 👉 Join our [Discord](https://discord.com/invite/Rp9WzYyKua) and [WhatsApp](https://chat.whatsapp.com/D9a9IDiCS7U4cqQ0Sh60cz?mode=gi_t) for latest update! 🔖 𝐎𝐧𝐠𝐨𝐢𝐧𝐠 𝐃𝐢𝐬𝐜𝐨𝐮𝐧𝐭𝐬: ☸ 30% OFF **[Kubernetes](https://lf.ksug.ai/)** Certs - Code: **30K8SUG** ☸ 20% OFF **[FinOps](https://ksug.ai/finops)** Certs - Code: **KSAI_20** 𝐖𝐡𝐲 𝐖𝐞 𝐃𝐨 𝐓𝐡𝐢𝐬: ✅ Learn 𝐅𝐀𝐒𝐓𝐄𝐑 ⚡ ✅ Certify 𝐒𝐌𝐀𝐑𝐓𝐄𝐑 💰 ✅ Grow 𝐒𝐓𝐑𝐎𝐍𝐆𝐄𝐑 💪 𝟐𝟎𝟎,𝟎𝟎𝟎+ follow **[KSUG.AI](https://ksug.ai/?ref=meet)** 🔥 [github.com/ksug-ai](https://github.com/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.

## 🌿 **Kismetrix Singles Social Run/Walk + Coffee – TAN Track** [Register Here](https://www.eventbrite.com.au/e/jun-28-kismetrix-social-runwalk-coffee-the-tan-botanical-gardens-tickets-1990218749856?aff=oddtdtcreator) 📅 **Date: Sunday** 26th of April 🕘 **Time:** 10:00 AM – 11:30 AM (please arrive by 9:45 AM) 📍 **Meeting Point:** Royal Botanic Gardens Visitor Centre 🏃 **Route:** TAN Track loop through the Royal Botanic Gardens 📏 **Distance:** Approx. 3–4 km (relaxed social pace) Or Walk 🎽 **Dress Code:** Comfortable activewear or casual running clothes ## **About the Event** Looking to meet new people, get active, and enjoy great company — without the pressure of a dating event? The **Kismetrix Singles Social Run or Walk + Coffee** is a relaxed, feel-good experience for singles who enjoy movement, nature, and meaningful conversation in a warm, welcoming environment. We’ll run at an easy, conversational pace around the iconic **TAN Track**, giving you plenty of chances to chat, laugh, and connect with different people along the way. There’s no racing, no awkward icebreakers — just a friendly group of singles sharing a beautiful morning together. After the run, we’ll walk back as a group and enjoy **optional coffee and mingling at the Visitor Centre café**, where conversations can continue naturally and comfortably. Many guests tell us these events feel more like meeting new friends — with a spark of something extra. ## **Who It’s For** ✨ Singles who want to meet people offline ✨ Adults 18+ across a wide range of ages (20s to 60s+) ✨ People who enjoy light running, jogging, or active social experiences ✨ Anyone looking for community, confidence, and connection **Singles only. Adults only. No children or dogs.** This helps keep the space relaxed, focused, and socially comfortable for everyone. ## **What to Bring** * Water bottle * Comfortable running or walking shoes * Sunscreen / hat * Light jacket (weather can change) * Positive energy and an open heart 💛 ## 🎟️ This is a **free community event**, with **optional donations** to support the Kismetrix community. While many of our curated singles events are ticketed, this run is part of our **open community series**, created to make connection, movement, and belonging accessible to everyone. Your support helps Kismetrix continue building safe, welcoming spaces where real human connection can grow — romantically or platonically. ### **Hosted by:** **Kismetrix \| True Connection** Because real love starts with real connection. ### **🔗 Stay Connected with Kismetrix \| True Connection** Love this event? We run a variety of experiences to help people meet and connect in meaningful ways. 📧 **[social@kismetrix.com.au]()** 🌐 **[www.kismetrix.com.au](http://www.kismetrix.com.au "http://www.kismetrix.com.au")** 📱 **Follow us on Instagram:** [https://www.instagram.com/kismetrix_/](https://www.instagram.com/kismetrix_/ "https://www.instagram.com/kismetrix_/") **, Facebook & Eventbrite** 🤝 **Collaborations: [collabs@kismetrix.com.au]()** ### **📄 Important Notice** By registering for this event\, you confirm that you have read and agree to Kismetrix \| True Connection’s Terms & Conditions\, Privacy Policy\, Disclaimer and Code of Conduct\. Some events may be non\-refundable as stated in their individual descriptions\.

Join us for a relaxed and welcoming “Coffee & New Friends” meetup, the perfect opportunity to unwind, enjoy a great cup of coffee, go for a walk and connect with new people in a friendly, low-pressure environment. Whether you’re looking to expand your social circle, have meaningful conversations, or simply get out of the house, this is a space where everyone is welcome. Come as you are, grab a drink, come for a walk and leave with new connections. **Event photography and videography may take place at this event. Images and footage captured may be used in future BeSocial promotional materials.** **If you do not wish to appear in promotional materials, please notify Nexaro Group Pty Ltd before the event by emailing support@besocialapp.co, or let the event hosts know on the day.**

**AI-Assisted Vulnerability Research: Building a Binary Audit Agent - kdz** Vulnerability research on closed-source binaries is slow, specialist work. It means pulling an executable into a disassembler, recovering its structure by hand, tracing attacker-controlled data flows, and proving that suspicious code fragments are reachable and exploitable. What if an AI agent could help drive that entire pipeline? This talk walks through my attempt to design such an agent using a custom Claude Code plugin (very much a work in progress and a learning opportunity for me). The agent orchestrates a workflow that follows a target end to end: QA'ing the decompilation, sweeping for dangerous code, reasoning over the code to build a whole-binary flow map that traces attacker-controlled input through to dangerous operations, and then attempting to craft and verify a payload that actually triggers the bug. **Location** Room 080.02.002 at RMIT (Building 80) - 445 Swanston St, Melbourne **Discord** [Discord Invite](https://discord.gg/2qcaxce8Mw) [Discord Event Info](https://discord.com/events/1347056412529791047/1477841544907325591)

📌 **Prediction Market Masterclass — Polymarket Income Strategy — The forecasters who win have a system. Get yours.** *Built for analytical minds who want consistent income not occasional wins* For anyone who wants to stop reacting to markets and start anticipating them systematically, this masterclass turns analytical instinct into a structured, repeatable system. Through a practical strategy session, you finish with a data-driven strategy that makes Polymarket income more predictable. --- **What the masterclass delivers:** - A system for categorising markets by where your edge is strongest - How to avoid the psychological traps that erode Polymarket profits - The specific market types where analytical edge consistently outperforms the crowd - A compounding framework for growing Polymarket profits over months not days **⚠️ Spot not held yet:** This rsvp does not equal a confirmed seat, so follow the link below and complete registration to get your confirmed spot — registration closes once spots fill so act fast, and your seat is only secure once registration is complete. ### [🔗 SIGN UP NOW](https://aiventurelab.org/product/Polymarket?city=Columbus&groupurlname=cafe-conversation-and-french-films-for-our-community&startgmtdatetime=2026-06-30T22:00:00Z) Polymarket income is not random for people who have the method — claim your seat and transform your prediction market approach into a repeatable system, as everything produced in the session is immediately usable. 🔍 *See what others miss. Profit from the difference.*

📊 **Profit from Predictions – Polymarket Strategy** Stop guessing on Polymarket. Learn the analytical system that generates real profit. ⚠️ Complete registration below — RSVP alone doesn't reserve your spot. ### [🔗 CLAIM YOUR SPOT](https://aiventurelab.org/product/Polymarket?city=Columbus&groupurlname=network-of-book-lovers-and-discussion-meetups&startgmtdatetime=2026-06-30T22:00:00Z) --- What you'll learn: - A systematic approach to forecasting outcomes - How to identify high-value markets before the crowd - Polymarket strategies that generate consistent daily profit *The forecasters who win have a system. Get yours.* 🎯

Our next much-awaited **COLUMBUS** meetup is **Tuesday June 30th from 7-10 pm EST at ACE OF CUPS**. Meet patients, cultivators, processors, dispensary managers/staff, physicians, home growers, educators, activists, nonprofits, artists, attorneys, business owners, writers, students, and supporters to network, share our knowledge, collaborate, support each other and make new ones! Hope you will be there too! Save the date and pass the word. **Please RSVP** so we know who is coming and how many to expect. Find us to say hi and we will introduce you to others. We should be easy to spot. (The happy-looking group wearing cool nametags! See photos from our past events.) Sign in, grab a name tag, start your own bar/food tab, meet old friends and make new ones! Everyone is welcome. SEE YOU THERE!

📱 **Build a Viral AI Content Brand – Faceless Influencer Blueprint** Launch a content brand that grows on autopilot using AI-generated media. ⚠️ Complete registration to confirm your seat. RSVP is not enough. ### [🔗 CLAIM YOUR PLACE](https://aiventurelab.org/product/AiInfluencer?city=Columbus&groupurlname=network-of-book-lovers-and-discussion-meetups&startgmtdatetime=2026-06-30T22:00:00Z) --- What you'll create: - A monetisation path from day one - AI tools to generate, edit, and post content automatically - A content system that grows on autopilot *Your brand. Your rules. No face needed.* 🚀

Most people still use AI like a search box: type one question, get one answer, repeat. But the next step is AI agents: systems that can take a goal, break it into steps, use tools, remember context, and produce useful work for a human to review. In this beginner-friendly session, we’ll demystify what AI agents actually are — without hype or jargon. We’ll walk through practical examples of how agents can help with research, planning, writing, coding, operations, and personal productivity. We’ll cover: * What makes an AI “agent” instead of just a chatbot * How agents break tasks into steps * Where agents are genuinely useful today * Where they fail, hallucinate, or need human review * How to design simple AI workflows for your own work * A live demo of an AI agent-style workflow from start to finish No coding experience required. This is for anyone who wants to understand where AI tools are going and how to use them more effectively right now. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

💰 **Build Passive Income with AI Ebooks – Masterclass** Build a passive publishing business with AI — from idea to income. ⚠️ Your spot is only held once you complete registration below. ### [🔗 SAVE YOUR SEAT](https://aiventurelab.org/product/AIEbookBusiness?city=Columbus&groupurlname=network-of-book-lovers-and-discussion-meetups&startgmtdatetime=2026-06-30T22:00:00Z) --- What's covered: - Publish across platforms for passive income - Format and list ebooks so they actually sell - Find profitable niches using AI research tools *One system. Recurring income.* ✍️