Swift Language

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

**Please note:** We meet at 11am and start walking towards Elwood soon after. Please be on time or message us. Thanks! :) Walk and talk with us. Meet on St Kilda Beach in front of Republica near the Rhinocerous statue, Walk to Ormond Point Elwood 🏃🏼‍♀️‍➡️🏃🏻‍➡️ We practice English conversation plus our first and second languages on the way. Bring a friend, dog and perhaps a ✍🏽 and notepad to remember new words and phrases. Meet new people. We look forward to chatting with you!🤗 ***Please note:*** *For attendance at this beach walk read the disclaimer below:* *By signing up and participating in this **Language Practice and Walking on the Beach** today I agree to do so at my own risk. I know that my attendance and this agreement operates to exclude any liability in negligence for harm that I may suffer. I have been warned that this recreational activity may cause physical harm to me or to someone under my control or accompanying me, and I confirm that I do not have a condition, medical or physical, that could prevent me from, or be aggravated by, participating in this activity. Examples of the risks I have been warned about include: Tripping, slipping and falling • Collision with someone or something • Something giving way unexpectedly • Back injury, strains • Spillage and burns • Trip hazard• Bites and stings • Sun • Injury from falling branches*

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/.

## 🇯🇵 Progressi部: Japanese-English Language & Culture Exchange 🇦🇺 **"Serious Study, Authentic Community" — 本気で学び、本気で交流する。** Join us for our weekly exchange designed for those dedicated to practicing Japanese and English. This is a space to improve your language skills, share cultural insights, and make new, like-minded friends in a respectful environment. ### 🎯 Who This Group Is For We welcome individuals who are here to **actively practice their Japanese or English**. Whether you are looking for a study partner or want to learn more about culture, this is a community for focused and meaningful interaction. **✅ 受付方法 / Event Check-in (Strictly Required)** 到着の際、必ず主催者に以下の提示をお願いします / Upon arrival, please present the following to the organizer: * **Meetupの参加申し込み（RSVP）画面をご提示ください。** / Show your Meetup RSVP confirmation screen. * **予約なし（No RSVP）での参加はお断りしております。** / No walk-ins permitted without a confirmed RSVP. * **Participation Fee: $3 CASH** Non-Japanese citizens. ### 🚫 Conduct & Safety Policy To ensure a high-quality experience for all members, we maintain a strict standard of behavior: * **Immediate Ban:** Any individual found guilty of misconduct or creating "trouble" will be banned from the group immediately.**.** * **Organizer Authority:** The Organizer reserves the right to remove any member at their sole discretion to maintain the safety and integrity of the community. * **Respectful Interaction:** All members are expected to be polite and mindful of others. Do not make fellow participants feel uncomfortable or pressured. * **Privacy:** Please respect the personal boundaries of others. Do not pressure members for private contact information. **If any member makes you feel uncomfortable, please report it immediately to the organizers: Shin, David, or Ray.** *** ### 📝 Event Details * **Time:** Saturday, 4:00 PM – 6:00 PM * **Arrival:** Please arrive **10–15 minutes early** due to limited seating. * **Entry Fee:** **$3 CASH** (Non-Japanese citizens). This contribution covers monthly meetup hosting fees. * **Photography:** Photos will be taken during the event for our community archives. ### 🇯🇵 日本語でのご案内 メルボルン市内のカフェで、本気で学べる日英言語文化交流会を主催しています。 * **目的:** 日本語・英語の練習、そして同じ目標を持つ友人作りを目的としています。 * **参加費:** 日本国籍以外の方は $3ドル（現金のみ）。 * **ルール:** 迷惑行為やトラブルを起こす方の参加は一切禁止です。主催者の判断により、即座に退会・出入り禁止の措置を取らせていただきます。 * 困ったことがあれば、すぐにオーガナイザー（Shin, David, Ray）までお知らせください。 ### 🔗 Connect With Us * **Facebook:** [facebook.com/groups/progressibu](https://www.google.com/search?q=http://www.facebook.com/groups/progressibu) * **X (Twitter):** [twitter.com/progressibu](https://www.google.com/search?q=http://twitter.com/progressibu)

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.

​Looking to meet people in Melbourne or practice a new language? Get your Tix: https://luma.com/1zsmr7e2 ​Aloha Melbourne is a fun and welcoming weekly social where backpackers, expats and locals come together to connect, chat and make new friends. ​The venue energy is international, social and lively, which makes it especially strong for newcomers to the city. ​Come solo or with friends, most people come alone and quickly meet others. ​**Highlights** * ​Meet internationals, backpackers and locals 🌍 * ​Practice languages in a natural way 🗣️ * ​Karaoke 🎤 * ​Board games and icebreakers such as Jenga, Uno and more 🎲 * ​Pool, ping pong and darts 🎱 * ​One free drink included 🍸 * ​Fun, high-energy but still social vibe ​**How it works / flow** ​Arrive, use your included drink and join a conversation. ​The event is easy to join for solo attendees and works especially well for backpackers and internationals. ​Games and karaoke help break the ice quickly. ​Join the group chat to connect before the event 💬 [https://chat.whatsapp.com/J7UUKaYxxtY6EQQX3xz6IR?mode=gi_t](https://chat.whatsapp.com/J7UUKaYxxtY6EQQX3xz6IR?mode=gi_t&utm_source=luma)

**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)

**🌹 Orlando Singles Meet on Zoom: Live Speed Dating** No apps, no awkward bios. Just live one-on-one Zoom chats with Orlando singles picked for you. **What to expect:** - Register and take a short personality quiz - Jump on Zoom when the event starts - Meet singles in guided one-on-one rounds - Get your mutual matches by email afterward **Pick the age range that fits you:** → **Ages 18-32** — [Register here](https://theliveround.com/product?productId=573&productType=onlineSpeedDating&city=Orlando&groupurlname=manga-k-drama-foodie-language-feast-network&ar=18-32&face_v=8.0) → **Ages 30-46** — [Register here](https://theliveround.com/product?productId=573&productType=onlineSpeedDating&city=Orlando&groupurlname=manga-k-drama-foodie-language-feast-network&ar=30-46&face_v=8.0) → **Ages 40-58** — [Register here](https://theliveround.com/product?productId=573&productType=onlineSpeedDating&city=Orlando&groupurlname=manga-k-drama-foodie-language-feast-network&ar=40-58&face_v=8.0) → **Ages 55+** — [Register here](https://theliveround.com/product?productId=573&productType=onlineSpeedDating&city=Orlando&groupurlname=manga-k-drama-foodie-language-feast-network&ar=55+&face_v=8.0) > Note: clicking RSVP alone won't get you in. Register via your age group and take the quiz. Places fill up. Register, relax, and let the night do the work. 😊

We've moved to guild.host Look for us there. https://guild.host/events/buckeye-cocoaheads-nscoders-tcbrk5

We meet to learn and practice American Sign Language and to grow our familiarity with Deaf culture. Facilitated by hearing folks (with a connection to a professional interpreter) using Deaf-created content. People of all ASL skill levels are welcome! As we learn, we hope to connect more with the Deaf community in Central Ohio. Join us as you're able! Come regularly or just once - whatever you're looking for! Each meetup will explore different topics related to ASL/Deaf culture, and will feature time to practice conversation with one another. Just bring yourself and a willingness to learn!

**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** *Customize the IDE: Building Extensions for Visual Studio Code* Visual Studio Code is one of the most widely used development environments today, and much of its flexibility comes from its extension ecosystem. Extensions allow developers to customize the editor with new features, integrations, and workflow improvements tailored to their needs. In this session, we’ll cover what extensions are and the different types available, including full extensions written in TypeScript or JavaScript, along with lighter-weight extensions such as color themes, language packs, language support, code snippets, and keymaps. We’ll also look at practical reasons a developer might create an extension, from automating repetitive tasks to adding custom tooling. The session includes a hands-on walkthrough of creating a new extension, testing it locally, and understanding the basic project structure. We’ll close with a brief overview of how extensions are packaged and published to the Visual Studio Marketplace and other distribution options. **YouTube Link** TBD

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9