Computer Programming

**Struggling with study or learning? You’re not alone.** This meetup suits people at all levels of study skill. Too many children, teenagers, and adults find studying difficult—not because they lack ability, but because they were never taught **how to learn**. This meetup introduces the basics of **Study Technology**—a practical, proven approach that shows how learning really works and how to overcome common study barriers. It applies to children, teens (and parents), teachers, and adults alike. You’ll discover simple, effective methods to improve understanding, confidence, and performance—whether at school, work, or online. Teachers and parents often see rapid improvements in both behaviour and results. Yes, it *is* possible to improve study performance—in just **five easy steps**. If you can’t attend in person, online options are available. **Join us and learn how to study effectively—once and for all.** See you at the meetup, **Pam** When learning clicks, confidence follows.

**The Secret To Building Lasting Relationships** Have you ever experienced a relatio ship that soured into bitter or unresolved co ict? Have you ever attempted to connect with Someone and seen your efforts come to nothing? What if you could resolve any upset and restore harmony? What if you could build positive relationships that last? **Relationships Determine Your Happiness And Success** For some people, creating and sustaining meaningful relationships is effortless, but for many others, it is a complex struggle that poses significant challenges. Whether your focus is on intimate relationships, friendships, or professional business relationships, there are certain fundamentals that make any relationship more meaningful and long-lasting. On this meetup you will learn some of the vital breakthroughs about the inner workings of human relations and how to confidently build lasting and rewarding relationships with anyone around you. Your happiness is connected to your ability to connect with others. Attend this meetup and positively transform your relationships with others. Please ask for Pam. If this time and date is not suited to you SMS Pam on 0405 648 822

A mix of dance classes, connections & laughter! We love offering a diverse range of moves to keep things fresh and exciting, and it’s always amazing to see our dance community connecting on and off the dance floor. It’s all about coming together, learning, and having fun! Brighton Beach Bowls Club 2B South Rd Brighton 7:00 pm - 9:30 pm Beginner & Intermediate levels $25 CASH or PAYID

🤠 Monday nights — Boot Scootin’ Hustle (Line Dancing) Line dancing is an absolute blast — upbeat, energetic, and surprisingly addictive! Wonderfully warm, welcoming vibe — the kind of people you’ll want to dance with every week. Whether you’re a total beginner or just looking for somewhere fun to move, you’d fit right in! Brighton Beach Bowls Club 2B South Rd Brighton 6:00 pm – 6:45 pm $15 CASH or PAYID July Sale = 6 x line dancing classes for $65

How to take control of your subconscious and harness its power! 🎟️ FREE ADMISSION - [Book Here](https://unlockthepowerofthesubconsciousmindmelbourne.as.me/schedule/175b7acb?ref=fb_integration) We're looking forward to you joining us for an eye-opening lecture where the speaker will break down complex ideas in a clear and practical way. You'll gain insights into: ✅ The true definition of the subconscious ✅ How it generates unwanted emotions ✅ Its real purpose and function ✅ What determines the pressure it exerts on you But this isn't just another lecture where you sit and listen passively. It's interactive and engaging - you can ask questions at any time.

Hi Gophers! We're at Stile Education this July. Join us to explore the essential infrastructure of modern AI, featuring David Leadbeater on securing AI agents through advanced sandboxing techniques and Sahil Devkota on building accurate, real-world applications using Retrieval-Augmented Generation (RAG). * **Agenda** **5.45pm — Food & Networking** **6:30pm — Intro** **6:45pm — Talks** **8.00pm — Wrap up then head out for kick ons** * **Talks** 🎤 **David Leadbeater** **Sandboxing in the age of AI** Sandboxing is more important than ever, with AI agents running code everywhere. This talk will look at options from VMs to "self isolation" such as with Landlock (using go-landlock). 🎤 **Sahil Devkota** **Why to use RAG?** 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. We'll also briefly explore the fundamentals of Agentic RAG, how it extends traditional RAG by allowing AI systems to reason, plan and make decisions about what information to retrieve and when. While this won't be a deep dive into Agentic RAG, you'll gain a practical understanding of the concepts and how they fit into the evolving AI landscape. 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. \* **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)

In this hands-on workshop, you'll go from raw embeddings to a fully deployed, production-ready RAG agent on AWS — no prior RAG or AgentCore experience needed. We'll build a real document Q&A system, stage by stage: * **Basic RAG from scratch** — embed documents yourself with Amazon Titan Text Embeddings V2, store them in a local FAISS index, retrieve with cosine similarity, and generate answers with Claude. * **Bedrock Knowledge Bases** — swap the DIY pipeline for a fully managed service that handles chunking, embedding, and indexing (OpenSearch Serverless) from an S3 data source, with hybrid search and metadata filtering. Compare the results against your hand-built version. * **AgentCore Agent** — wrap your RAG into a Strands agent, containerize it, push to ECR, and deploy to AgentCore Runtime with session isolation, auto-scaling, and streaming. * **Production hardening** — add AgentCore Memory for conversation continuity, instrument with OpenTelemetry for traces in CloudWatch, run a RAG evaluation suite, and expose your knowledge base as a Gateway MCP tool. By the end you'll have a deployed, invokable RAG agent on AgentCore Runtime — with memory, full observability, and a real feel for the tradeoffs at every layer, from local FAISS to managed production. What to bring: * Laptop with Python 3.11+ (managed via uv) and AWS CLI v2 installed * An AWS account Skill level: Intermediate — some Python and basic AWS familiarity helpful. No prior RAG or agent development experience required.

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) \-\-\- **Agenda** \| 6:00pm \| Food \+ Networking \| \| 6:30pm \| Event begins\. Introductions \| \| 6:35pm \| Pete Goldsmith — Scripting \`fm\`\, Apple's Foundation Models CLI \| \| 6:45pm \| Gareth Lloyd — Memory Leaks: I Know It’s Here Somewhere\! \| \| 7:20pm \| Janidu Wanigasuriya — Building iOS Apps with Claude in the Terminal \| \| 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.

​Join us for the Linux Town Hall July meeting. ## Key Discussion Points * TBC ## Join In Person Maps Link for **Kathleen Syme Library**: [https://maps.app.goo.gl/FhSaC53ERfJYRaBC7](https://maps.app.goo.gl/FhSaC53ERfJYRaBC7) ## How To Join Online Link to join: [https://electronworkshop.com.au/goto/venue](https://electronworkshop.com.au/goto/venue) We use a self-hosted Big Blue Button instance (aka BBB) for this meeting, managed by Electron Workshop and hosted by Serversaurus. ## Schedule 19:00 Meet and greet 19:30 Opening 20:30 ClosureJuly

## 🇯🇵 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 excited to host Andrew and Bill for our next Melb.NET event where we discuss how to resolve P1 incidents using AI, Context & Data the right way, and why Logic Apps and Azure Functions are awesome for integration workloads. **Agenda:** * 5:30pm arrival - Food and drinks provided in-person * 6pm kickoff - Welcome & Introduction and few words from our Sponsors - 10 min * 6:10pm - Session 1 * 6.45pm - Session 2 **Session 1:** P1 Incident Resolution with AI, Context & Data by [Andrew Rickard](https://www.linkedin.com/in/andrew-rickard-2600594/) A real client. A real P1 incident. A production issue that needed answers fast. This session tells the story of how a critical incident was investigated and resolved using an AI-assisted approach grounded in the right context, relevant system knowledge and raw operational data. We’ll explore what worked, what mattered, and why AI was useful not because it “knew the answer”, but because it helped connect the dots across logs, system behaviour, client context and engineering judgement. **Session 2:** Why Azure Logic Apps are Better for Integration Workloads by [Bill Chesnut](https://www.linkedin.com/in/billchesnut/) Bill's talk will detail how features of Azure Logic Apps make them the best choice for Integration workloads. As we all know, integration workload tends to be the most volatile because we typically control only the source or the destination, not both. We will look at the Design, Development, Deployment, and Support aspects of Azure Logic Apps and Azure Functions to determine how they fit with integration workload. **Hosts:** * [William Liebenberg](https://www.linkedin.com/in/william-liebenberg/) \- Microsoft \.NET MVP \| Consultant at Arinco * [Bron Thulke](https://www.linkedin.com/in/bronthulke/) \- Microsoft \.NET MVP \| CTO / Co\-Founder at YouLi * [Bill Chesnut](https://www.linkedin.com/in/billchesnut/) \- Microsoft Azure MVP \| Consultant at SixPivot **Sponsors:** We have some amazing sponsors that help make this event possible: * [Arinco](https://arinco.com.au/) \- Venue\, Food and Drinks **Location:** In-Person at Arinco Melbourne. Level 6 / 440 Collins Street, Melbourne CBD 🗣 Apply to speak now: [https://bit.ly/melb-dotnet-cfp](https://bit.ly/melb-dotnet-cfp)

Hi everyone. My name is Calem and I’m hosting a free video game party (pc provided) This is my last ditched effort to make friends, I have no social circle or people I consider to a close best bro. I’m actually hurting quite a lot not having a best friend to talk to in my personal life Could you make a little time In your schedule…. please for me? So I’m hosting an event to get to know new people and hopefully welcome them into my life as a new connection. I have prepared several games installed and ready to play You can bring your own laptop if you really want but I don’t recommend it Some of the games are riddled with Trojan/viruses so I keep them on old laptops ready to play isolated. Games prepared Halo Cod1 Cs1.6 Cs source Generals Mohaa Bf1942 Quake3 Ut1 Killing floor1 Flatout2 Savage Warcraft 3 StarCraft 1

Most people use LLMs by feel: ask a question, read the answer, decide whether it “seems good,” and move on. That works for casual use. It does not work when you are building software, automating workflows, writing important documents, or relying on AI for anything that needs to be repeatable. In this talk, we’ll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. We’ll cover how prompt changes affect results, how to compare outputs, how to build simple evaluation sets, and how math-based methods like similarity scoring can help you move beyond guesswork. This will be beginner-friendly, so even if you don't know anything about AI, you should get something out of it. However, this will be a little more technical than our intro talks. You do not need to be an AI researcher, but programmers and technically curious attendees will get a lot out of it. We’ll cover: * Why “it looks good” is not enough * How to improve prompts by changing the input, context, and constraints * How to compare LLM outputs more systematically * Basic evaluation techniques for accuracy, consistency, and usefulness * How embeddings, cosine similarity, and scoring can help evaluate results * Where automated evaluation works — and where humans still need to stay in the loop By the end, you’ll have a practical mental model for treating LLMs less like magic and more like systems you can test, measure, and improve. 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.

**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** *July Meeting - Lightning Talks!* Lightning talks are very short presentations on a topic of your choice (must be related to .NET). Talks should be 15-20 minutes in length and include minimal slides and quick demo (no live coding please). There will be 6 slots available! First come, first serve! **YouTube Link** TBD

We have moved to guild.host. Look us up there. https://guild.host/events/buckeye-cocoaheads-rcavwd

We connect you with up to 30 Men or Women tennis partners close to your PLAYING REGION and skill level. This program is less competitive, no champions crowned, no league standings just dedicated tennis partners who want to meet up with you on the courts. Players will meet up to play a tennis match or just to hit around. Just go through the [Join Page](https://www.tenniscolumbus.com/partner-program) to enter this program. [https://www.tenniscolumbus.com/partner-program](https://www.tenniscolumbus.com/partner-program)

**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

Whether you've never done improv before, or you've done it for so long you were quoted in *Truth in Comedy*, or anywhere in between, come join us! Swing by *Gresso's* for the **Columbus Improv Comedy Meetup**! The idea behind improvised comedy is to create entire scenes from scratch. A suggestion is taken from the audience and laughter is built on the spot. This can be done in game form, like *Whose Line Is It Anyway, Make Some Noise,* or *Wild 'n Out*; it can also be done in a longer way, to tell a complicated story, like *TJ & Dave*. Our meetup, which is central Ohio's longest running (and FREE!) weekly comedy event, brings the games for you to play in a safe, supportive, and compassionate environment. Afterward, many members will hang out in *Gresso's* itself and get to know each other. Not only is this a lot of fun, but you get to work on thinking faster on your feet, your public speaking, plus it's an excellent way to meet new people and build relationships that will last a lifetime, and you do that while laughing your butt off! Ask yourself if you want to join the **Columbus Improv Comedy Meetup**, and say "*Yes, And*" that you'll have a blast!

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!