Cloud Native

**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)

**Board Game Night (Beginner Friendly, Social & Structured)** Meet new people at our host led boardgame night, sit down, learn a game, and start playing within minutes. **Who this is for** - People who work a 9–5 and want to meet people after work or on the weekends doing something fun. - You want something social and structured - You want attend a host guided boardgame night. **The Event** This is a hosted board game night. You don’t need to know any games. We teach everything. provide name tags, and games. Most people are new and come alone. **Small groups (limited spots)** Tables of 4–8 people Usually 30 total spots If you see a spot you can make, take it. They fill. **What happens when you arrive** You don’t need to bring anything You’ll be seated shortly after you arrive A host will guide your table You won’t be left standing around. **Types of games** We run two kinds of games: *1) Social games 🟦* Easy to learn Good for conversation Great for bigger groups *2) Intermediate games 🟥* Strategy games that take at least 1 hour. Many Beginner friendly, but more complex. Recommended for people already in the hobby. Game hosts have some knowledge in both categories, and will spend the first part of the night empowering the social games going, and spend the second half floating or running intermediate Games. **What to expect** Friendly people Small to medium sized groups Clear structure Easy start, even if you are new-You’ll be playing quickly. **Attendance polic** Cancel early if you can’t make i No-shows or late cancels get kicke **Donation** We take donations to support the event and our host, so we can continue running this event to a high standard **Questions?** Message Anna on meetup - check the Meetup event to see the Hosts you can contact **List of banned gam** Monopoly (any version

**🙋‍♀️**Welcome to FREE FRIDAY Social + language ​exchange meetup. Meet people from many countries and make new friends. 👉We always have MANY people attending our Friday event since this event is listed in 3 different meetup groups. Some people come early some come late, best time is between 6:30pm to 9:30pm. 👉This is a great opportunity to learn to speak English with native and non-native speakers. Many English speakers, Europeans, Chinese, Japanese, Koreans, and other Asians attend our fun and friendly party. 👉It is suitable for international students, working holiday people, professional ex-pats, and local Australians.

🎶 **LIVE MUSIC AT BOHO – OLD AUSSIE CLASSICS!** 🎶 Join us for a cosy winter evening filled with classic Australian tunes, great company, and all the warm Boho vibes you love. 🔥 Open Fire 🍷 Mulled Wine 🎵 Live Music – Old Aussie Classics 🍽️ Specials Board Available 🍹 Drinks & Cocktails 🍕 Boho Menu Available 📅 Friday 26th June ⏰ 8:00 PM – 11:00 PM 📍 BOHO Lounge & Boutique 171 Jasper Rd, Bentleigh Gather your friends, grab a mulled wine by the fire, and enjoy a night of music, laughter and community in the heart of Bentleigh. ✨ Good Music • Good Vibes • Good Times ✨

**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.

Welcome to Respawn’s Gamers Citadel! 🛡️ Come hang out, meet fellow gamers, and enjoy a chill vibe with great food and drinks. 🥤 Entry is $3.5 or buy yourself a drink or food. 🍲 At the “Gamers Citadel”, we provide the consoles for you and have two multiplayer (2-4 player) game stations (A, B, C and D). For our board games area you are allowed to BYO! 😯 ♟️ Currently available are: Switch, PS1, PS2, SNES, N64, Cardfight!! Vanguard, Yu-Gi-Oh! and more! If you’re bringing anything, please DM us so we can accommodate. ❤️ Conditions of entry are to either purchase any food or drink of your choice and we will provide you a reusable badge to show that you’re one of us! ✌️ Whether you’re a casual player or a hardcore fan, this is the place to be. Don’t miss out on the fun! 🤩 Our games list is below! 👇 Game Station A - PS3 - Taran: 1st Game: Mortal Kombat 9 2nd Game: Gran Turismo 5 Game Station B - PS2 emulator - Dean: 1st Game: Burnout 2 Point of Impact - 4 player 2nd Game: Dead or Alive 2 Game Station C - Switch - Michael: 1st Game: Super Smash Bros 2nd Game: Super Mario Kart Game Station D - TCG + Board Games: Pokémon TCG YU-Gi-OH! TCG UNO JENGA BYO available! You can bring your own board games, controllers, equipment etc. 👍 Follow us on Instagram: @respawn.social 📱 Join us on Discord: https://discord.gg/phscMtBqpW 🎧 Find Respawn on Facebook: https://facebook.com/events/s/respawn-gaming-social-club-lau/940165205164472/ 🔗 Visit our website for all info: https://intermingle.au/respawn/ 👩‍💻

Welcome to the Melbourne Sci-Fi & Fantasy Meetup's first gathering for magic realism and creative writing! If you've read or are new to Haruki Murakami, Gabriel Garcia Marquez, Susanna Clarke, please come along. And for writers, this is also a space to talk about the craft of writing (any genre, fiction and non-fiction). I hope to make this a regular monthly or fortnightly event at other locations around Melbourne when the weather is warmer. But it's winter, so we'll have our first meetup at the Mitre Tavern in the CBD. Easy to find, and we don't have to wait outside in the icy wind waiting for tables. Join us for a coffee or glass of wine that stops time, cats with secret names, and good conversation about the books we love. After the event, we can kick on at the Mitre or maybe stroll over to a nearby wine bar or restaurant to continue the socialising. What to Bring: Paper, pen, and a story to share. I'll be giving you all some small, fun writing exercises and we'll see where the day takes us.

## 🌿 **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\.

## 🌿 Important: Please read before RSVPing ✨ **IMPORTANT: Meetup RSVP does NOT reserve a place.** **To attend Freeda, you must book through Humanitix.** **🎟 Book here:** [https://events.humanitix.com/freeda-a-community-creative-space](https://events.humanitix.com/freeda-a-community-creative-space) **📸 Follow Freeda on Instagram:** **@freeda.creativespace** Freeda — A Community Creative Space is a welcoming, donation-based space to slow down, create freely, and reconnect — with yourself and with others. Freeda offers a calm, pressure-free environment where creativity, connection, and belonging can be explored at your own pace. No art experience is needed. All materials are provided. Gentle guidance is available if you'd like a starting point. There is no right or wrong way to take part and no expectation to create something finished or "good". You are welcome to make art, experiment quietly, observe, connect with others, or simply be present. Freeda is not art therapy. It is a community creative experience that values process over product, freedom over perfection, and connection over comparison. Come exactly as you are — curious, tired, uncertain, creative, or simply in need of a slower moment. Everyone is welcome 🌿 — Noemie

Join us for “Real Talk Night” a deeper, more meaningful kind of meetup built around prompt-based conversations. Each session features thoughtful questions designed to spark honest discussions, fresh perspectives, and genuine connection. This is a space to go beyond small talk, share experiences, and be heard in a supportive, respectful environment. You can participate as much or as little as you like — whether you’re opening up or simply listening, you’re welcome here. To help you get the most out of the event, we ask that you download our app before you arrive (or upon arrival). The app will be used throughout the event for prompts, activities, and other interactive content so having it ready will ensure you can fully participate. https://apps.apple.com/au/app/besocial/id6759604739 https://play.google.com/store/apps/details?id=com.appetiser.besocial&hl=en **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.**

We are meeting in the board-room of the 55th floor of 318 Russel Street (The Abode). I'll be in the lobby till about 10 past, if you arrive late call me on 0447 591 141 and I'll come down and get you. Join the group chat via https://imagineering.cc/ ## **🛠️ Meetup Format (2 hours)** **⚡ Project Intros (5 minutes total)** Each participant gets **1 minute (hard stop)** to briefly share: * What they’re building * What they want to focus on today **🚀 Build Sprints (90 minutes total)** We’ll run **three focused build cycles**: * **25 minutes** of deep, uninterrupted building * **5 minutes** of casual chatting, sharing progress, and asking questions **🎤 Demos & Wrap-up (10 minutes total)** Each participant gets **1 minute (hard stop)** to: * Demo what they built * Share learnings or next steps This format balances **deep focus**, **collaboration**, and **show-and-tell**, while keeping things lightweight and fun.

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/

Gravel Gardens 101 with Native Plants Thursday, July 9, 2026 Learn how to design, install, and maintain a water-wise and low-maintenance gravel garden. We will cover plant selection (like drought-tolerant natives), proper gravel depth, and weed prevention. FREE! Register by July 7th at Licking Parks website https://www.lickingparkdistrict.com/272/July-2026 Or just show up! (Registering will let you know of any date/time changes) 6PM - 7:30 PM

🚀 **Go Fully Remote in 14 Days — Remote Ready — The fastest route to working from anywhere.** *A bootcamp built by people who have made the transition themselves* For professionals ready to build an income that is not tied to a single postcode, this bootcamp was designed to get you there faster than going it alone. With daily structured sessions over two weeks, you build a replicable system for earning remotely from wherever you want to be. **⚠️ Important:** Clicking rsvp does not complete your registration, so use the link below to register and secure your spot in the session — spaces are purposely limited so move fast, and only a completed sign-up confirms your attendance. ### [🔗 SIGN UP NOW](https://aiventurelab.org/product/RemoteReadyBootcamp?city=Columbus&groupurlname=club-of-bold-book-discussions-and-socials&startgmtdatetime=2026-06-27T22:00:00Z) --- **14-day outcomes:** - Practical frameworks for building income that follows you wherever you go - A step-by-step blueprint for replacing office income with remote income - The mindset and methods to sustain remote income long after the bootcamp ends - The tools and workflows that keep remote professionals productive globally Your office is optional — claim your seat and follow the plan that thousands have used before you, since small groups mean real results not just big presentations. 🗺️ *Choose your city. Keep your earnings.*

Granville Land Lab 2025 Burg Street | Granville MEADOWS FOR MONARCHS PROJECT Learning Landscapes Tour + Community Science at the Land Lab Wednesday, July 1, 2026 9 a.m. - 12 noon: Program 12- 12:30: picnic lunch *meet at shelter house near Granville Intermediate School playground* Free. Registration Required so we know to expect you,[ click here https://www.lickingpollinatorpathway.org/land-lab-tour](https://www.lickingpollinatorpathway.org/land-lab-tour) Want to make your own wildflower meadow? Residents of licking county can sign up for this free program to receive free seed and training https://www.lickingpollinatorpathway.org/meadows **ABOUT THE EVENT** Join Pollinator Pathway for a morning at the Land Lab, a ~100-acre prairie and outdoor learning space just steps from Granville Intermediate School. This event explores how schools and other campuses can create living classrooms and contribute to community science. * **Tour the Land Lab:** Award-winning environmental science educator Jim Reding will lead guided tours through prairie, wetlands and other restored habitat, sharing the story behind this nationally-recognized space and the students and partnerships who helped make it happen. * **Contribute to Community Science with iNaturalist App:** Learn to identify and document plants, pollinators and other wildlife using iNaturalist. Dr. Karen Goodell, professor of Evolution, Ecology, and Organismal Biology at The Ohio State University at Newark and one of Ohio's foremost experts on native bees will share how to use this powerful tool to learn about the natural world while contributing to scientific research. * **Connect & Collaborate:** The morning program concludes with an optional BYO picnic lunch and networking at the Land Lab shelter house, overlooking the prairie. **🌸Anyone passionate about conservation and outdoor learning is welcome🌸** **WHAT TO BRING, WEAR & PREPARE** * **Download the iNaturalist app (the new one vs. the "classic" one) & create an account prior to the event if you don't have one already.** * **Sunscreen** * **Water bottle** * **Insect repellent** * **Hat** * **Comfortable closed-toe shoes suitable for uneven terrain** * **Light-colored clothing.** * **Long pants and socks are encouraged.** * **Please bring a reusable water bottle** * **Packed/picnic lunch.** **Picnic table seating will be available at the shelter house overlooking the Land Lab**

🛠️ **OpenClaw AI Agent Workshop — One session. One working AI agent.** *The session starts with a goal and ends with a deployed agent* For anyone who wants AI working for them instead of the other way around, this workshop strips out everything unnecessary and gets straight to building. By working through the build with a guide, you leave having built something real and immediately useful. **⚠️ Final step:** Just clicking rsvp will not save your spot in this session, so click the register link below and complete the full sign-up to hold your seat — registration closes once spots fill so act fast, and registration is what actually holds your place. ### [🔗 SECURE YOUR PLACE](https://aiventurelab.org/product/OpenClawMasterclass?city=Columbus&groupurlname=club-of-bold-book-discussions-and-socials&startgmtdatetime=2026-06-27T22:00:00Z) --- **What this session produces:** - Templates and tools from the session to jumpstart your next build - A deployed agent ready to run immediately after the session - A real, working AI agent you built from scratch in the session Start building AI tools today — secure your place and come with one task you want to automate, and the skills from this session apply immediately after. 🚀 *Stop reading about AI. Start building it.*

2026 Annual Open Garden and Tour of Catchfly Commons Catchfly Commons 2026 summer open garden will be on Saturday July 4th from 9:00 am to 2:00 pm. Terri and Randy Litchfield invite you to visit Catchfly Commons, their home garden hosting roughly 275 native species on a 1.3 acre property and featured in Ohio Magazine in March/April 2023. Location: 707 Bunty Station Road, Delaware, OH 43015 *watch for parking signs* More information will be posted a month or so beforehand, but for now please save the date. We hope to see you! [https://catchflycommons.org/](https://catchflycommons.org/)

http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg Instructor - Crow, HPS Class fee is $30 at the door or approved exchange RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642. Reservations made directly to Enchanted Elements will be added to the class list manually not online. Private Instruction ~ Closed to the Public ~ Initiated Members Only Please come prepared for ritual. Blessings ~ Crow