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Welcome to the next 2026 AWS Melbourne Well-Architected User Group Meetup!
Wed, Oct 28, 6:30 AMHi Architects, Welcome to our next AWS Melbourne Well-Architected User Group Meetup for 2026, including more exceptional speakers and topics! :-D At each meetup we covered off various pillars in detail, best-practices and insights from industry leaders that specialise in the Well-Architected Framework. And giving away drones, of course. Lots of drones. **Please also note that AWS Security now requests a company name and company email where it is available. If you are a student, please list your institution and your student email address at that institution 👍** We'll be announcing more speakers on [https://well-architected.me](https://well-architected.me/) and previewing presentations during the coming weeks - our speakers and details this month include: * **Mystery Speaker** **Generative AI Cost Optimisation (Part 2)** Cost Optimisation is essential but with all the anecdotal stories of massive token budget blowouts, staying on top of Generative AI best-practices is essential to avoiding these scenarios. This month's menu will include: * Pizzas * Beer: Nastro Azzurro * Wine: Big and red 🤤 NB: Please check in up the stairs from the ground floor to the Mezzanine Level. So come join us at 5:30 for a 6pm **SHARP** start, followed by beer, wine, pizza and friendly networking after our talks :-) Tired of Linkedin’s "thought leadership”, spam and advertising? Join https://well-architected.me/ , the AWS community built for architects, developers and cloud professionals. * Connect with experienced AWS practitioners * Preview upcoming AWS Meetups and relive past content * Create and review beautiful AWS case studies in minutes * Prepare for AWS certifications with curated quizzes * Show your manager and reports you’re well-architected (Please note that by registering to attend you agree to your details being shared as and where required with Amazon Web Services and AWS Well-Architected User Group partners) in

Instant Audio book from your epub file
Fri, Oct 16, 6:30 AMWe will look at a website site that lets you create an audio book from your e.pub book file-- with a star quality voice actor--for free --for early users! We can look at the process together, and within 15-30 minutes you can have a professional audio book produced --and on sale- online \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Event Title:** Turn Any EPUB into a Professional Audiobook in Under 30 Minutes **Event Subtitle:** Unlock instant global publishing and creator-controlled monetisation for your digital books. ### **Event Description** Stop letting your digital books sit undiscovered. Join us for a game-changing workshop where you'll witness the future of audiobook creation. We’ll show you, step-by-step, how to take any standard EPUB file and transform it into a fully produced, high-quality audiobook in under 15 minutes. Forget expensive studio rentals, months of production, and complicated distribution deals. This is the fastest, most cost-effective way to: * **Open a massive new revenue stream:** Tap into the exploding audiobook market. * **Reach a global audience:** Publish instantly to a revolutionary new platform. * **Take control of your earnings:** Benefit from direct, instant creator payouts. * **Enhance your credibility:** Offer your audience professional-grade audio content. **What You'll Learn:** * **The EPUB-to-Audio workflow:** See how simple it is to convert your digital books. * **Instant audiobook generation:** Witness the magic of cutting-edge technology. * **Access to professional voices:** Discover how to leverage expressive AI voices that rival star-level talent. * **Free publishing & monetization:** Get exclusive access to a platform that pays you instantly. This event is essential for all authors, content creators, publishers, and anyone looking to maximize the value of their written work. **Limited Time Offer:** First-time users will receive free access to the audiobook creation tools and platform! ### **Step-by-Step Agenda** * **5.30 PM - 6:15 PM:** Welcome & Networking * **6:15 PM - 6:30 PM:** Introduction to the EPUB-to-Audiobook Revolution * The growing audiobook market and the challenge of traditional production. * How our platform makes it accessible and profitable for everyone. * **6:30 PM - 6:45 PM:** Live Demonstration: EPUB to Audiobook in < 15 Minutes * Watch as we upload an EPUB file and convert it into a finished audiobook. * Experience the quality and expressiveness of the AI voice actors. * **6:45 PM - 7:00 PM:** Key Features Deep Dive: Professional Voices & Publishing * Exploring the range of expressive, studio-quality voices available. * Understanding the free global publishing and distribution process. * **7:00 PM - 7:15 PM:** Monetization and Instant Payouts Explained * How the innovative creator payout system works. * Case studies and success stories. * **7:15 PM - 7:30 PM:** How to Get Started for Free & Q&A * Guide to accessing the free tools and platform for first-time users. * Open floor for questions and individual project discussions. * **7:30 PM - 8:00 PM:** Networking & Hands-On Workshop (Optional) * Connect with fellow creators and publishers. * Get help starting your own audiobook conversion process.

After Jev: Fast, Local AI Decisions with Strands Decider 2B
Wed, Oct 14, 7:00 AMLLMs are too slow and too expensive for most of what an agent decides. That’s why TypeSafe’s Jev made such an impression in September: a new kind of model that makes decisions in milliseconds instead of generating text. In this hands-on workshop you’ll build with Strands Decider 2B, AWS’s open-source decision model, built on the same idea as Jev and running on your own laptop. Your agent makes its routine decisions locally, with no inference cost per decision, and calls an LLM only when it’s unsure. No prior AI or agent experience needed. Decision models, also called System One models, choose from options you define and return a calibrated confidence score in about a tenth of a second. Strands Decider 2B was released on 1 October and is a 1.9B-parameter model, small enough to run on a laptop. We’ll build a help desk triage agent, stage by stage, in Python or TypeScript: Ask the model a question: run Strands Decider 2B locally, ask it to choose a team for a message, and see the probabilities and confidence it returns. Ask several questions in one call: add urgency scoring and spam detection, run 20 real-world messages through it, and see why extra questions cost almost nothing. Let your code decide: add a confidence threshold and your own rules, and hand only the uncertain cases to a local LLM running in Ollama. Compare a 150 ms decision with a multi-second LLM call. Go live: plug your agent into a live board, sort messages as they’re typed, and watch them re-sort as you tune the threshold. We’ll finish with where this pattern fits: model routing, tool-call checking, guardrails, evaluations, and agent control. By the end you’ll have a working agent running entirely on your laptop, and a real sense of when to use a decision model, an LLM, or plain code. What to bring: Laptop with 8 GB RAM or more (Mac, Windows or Linux) Python 3.10+ installed (needed for both tracks) Node.js 24+ if you’re doing the TypeScript track Setup instructions will be sent before the event. Please download the model at home, as it’s a few GB. No AWS account, cloud credits or API keys needed. Skill level: Beginner. If you can run a Python or TypeScript file, you can follow along. No prior AI or agent development experience required.

Advanced Volleyball Session (Men’s Net)
Fri, Oct 16, 8:00 AMThere will be a cap of 18 players, allowing 3 teams of 6. Games will be played to 15 points. These games are intended to be played at an intermediate to advanced level. $8 per person if you wouldn't mind! 😁🙏 Account name: Tam Nguyen BSB: 067873 Account number: 12770014 Or PayID: 0481463419 _Make sure to attach YOUR name!_ RSVP opens each Friday at 10:00pm Only those on the “going” list are permitted to play. Participants attend and play at their own risk. We are not liable for any injury, loss, or damage that may occur during the session. Have fun, be respectful, and keep a positive attitude!

Oct 25 | Kismetrix Social Run/Walk + Coffee - The Tan Track Botanical Gardens
Sat, Oct 24, 10:45 PM## 🌿 **Kismetrix Singles Social Run/Walk + Coffee – TAN Track** [Register Here](https://www.eventbrite.com.au/e/apr-26-kismetrix-social-runwalk-coffee-the-tan-botanical-gardens-tickets-1985661113844?utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-term=listing&utm-source=cp&aff=ebdsshcopyurl) 📅 **Date: Sunday** 25th October 🕘 **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\.

Volleyball Social Games - Intermediate (NMCC)
Sat, Oct 17, 12:00 AMWelcome to Melbourne Volleyball Academy! 🤗 **[[WHAT]]** This session is for social volleyball games where there will be 3 teams of 6. Please arrive on time as there will warm-up time provided for 15-20 minutes at 11 AM. **[[WHO]]** The session is intended for social volleyball players at the beginner/intermediate level. Players should: * Understand basic volleyball rules (3 touches, foot faults, etc.) * Call for the ball when playing and communicate well * Ready to learn (or already know) 5-1 system * Efficient in passing/hitting/setting/serving If you are uncomfortable with the base fundamentals, we recommend coming to our beginner training sessions on Friday 6-9PM or Saturday 2-5PM. **[[HOW MUCH]]** $21 card payment will be collected on the day via square (EFTPOS) payment. **[[WHEN]]** Saturday afternoon from 11 AM- 2 PM. However, feel free to come early and stretch as the Community Centre is open earlier. **Last minute dropouts and no-shows will have a zero-tolerance policy going forward.** All players are expected to update their RSVP at least 24 hours in advance if they are unable to attend. This applies to players on the going list and the waitlist. **[[THINGS TO BRING]]** We ask that you bring * Water bottle * Appropriate footwear for indoor court shoes - netball shoes, volleyball shoes, or basketball shoes would be suitable. * Wear contacts or sports glasses **[[OTHER DETAILS]]** Only those on the “going” list are permitted to play. If you are on the waitlist, or not registered at all, you will not be permitted to play.
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