JavaScript Libraries

In this hands-on workshop, you'll go from zero to a fully deployed multi-agent system on AWS — no prior AgentCore experience needed. We'll build a real multi-agent research assistant, step by step: \- Deploy your first AI agent using the Strands framework and BedrockAgentCoreApp — running in the cloud in minutes \- Orchestrate multiple agents with the A2A \(Agent\-to\-Agent\) protocol\, a cloud\-agnostic standard that lets agents discover and call each other securely via IAM \- Connect external tools — wire in PubMed via MCP Gateway\, deploy a citation manager as a Lambda function\, and expose your own MCP server By the end you'll have a working orchestrator agent that routes queries to a search specialist, calls real APIs, and manages citations — all running on AgentCore Runtime with proper IAM permissions and CloudWatch observability. What to bring: \- Laptop with Python 3\.11\+ and AWS CLI installed \- An AWS account \(free tier works for most of the workshop\) Skill level: Intermediate — some Python and basic AWS familiarity helpful. No prior agent development experience required.

Adults have basically been robbed of the right to play. Creativity started needing a purpose, a product, or at least a gallery invite. Meanwhile, it’s human to dance, it’s human to sing, and it’s human to draw, especially poorly! Sketchy Behaviour is here to break that spell. ([Link to tickets here](https://www.trybooking.com/DIGHO)) Doors open at 6pm, settle in and get your drinks at the bar (mocktails available). At 7pm, the night begins: • Guided drawing activities with your host, prompts and visual inspiration provided • Three activities/games per night a mix of collaborative chaos and solo scribbling • Breaks between rounds to regroup, hit the bathroom, top up a drink, grab some nibbles, and mingle with fellow doodlers It’s all about connecting through process rather than polishing a product. Expect laughter, strange drawings, and surprising conversations. In a world drowning in increasingly polished AI art, making something imperfect is a revolutionary act. Supplies provided. Masks welcome. Sharing your weird creations, highly recommended. Come draw like a kid, laugh like a fool, and leave with memories instead of masterpieces. Note: Pride of our Footscray is located on the first floor of a building with no elevator and is therefore not wheelchair accessible. We apologise for our reduced accessibility.

It's DDD but \***lightning**\*. The evening will be a hybrid event hosted by the DDD Melbourne crew and consist of short & sharp presentations of fifteen minutes in length on a dev related subject. Venue space is limited, we cannot accommodate more than **130 people**. First come first served! **ONLINE ATTENDANCE** You can join us online, we'll aim to get the call started somewhere around 6pm before we have our introductions and first speaker. Remote audience link --> https://www.youtube.com/watch?v=octKT8vL60E You can ask questions of our speakers via Slido. We'll try to ask your questions as they come through on Slido, but we may not get to all of them. **TALKS** **Rupesh, Quality Engineer Practice Lead at Fabric Group:** Validating AI Systems in a Probabilistic World Traditional software testing assumes deterministic behavior—the same input produces the same output every time. Modern AI systems, particularly LLMs and agentic workflows, behave differently. Responses can vary based on context, prompts, model state, and external dependencies, making conventional testing approaches insufficient. This presentation explores how organisations can establish confidence, quality, and governance for non-deterministic systems through new testing methodologies, evaluation frameworks, and observability practices. It will cover emerging tooling such as DeepEval and Botium, along with strategies for measuring accuracy, relevance, safety, hallucination risk, and user experience in AI-driven applications. **Leah Garrett** My Screen Moves Now: Notes From a Web Dev Building Robot UI I went from building web apps to building the face of a robot. In this talk I'll cover what changes when your UI has a body, from testing things you can't see in a browser to designing for a screen that won't stay still, and how AI tooling helped me get up to speed. **Gordon Chen** Building a Modern eCommerce Marketplace with AI As AI capabilities advance, what role is left for developers, and what skills should we prioritise? Drawing on over 20 years of experience in software engineering and data engineering, Gordon shares his thoughts from building a modern eCommerce marketplace with AI, tackling the shift toward spec-driven development and where human elements remain critical. **@tensorfish** "Ok claude, real-time transit map of melbourne. Make no mistakes." This talk walks through building MykiMap: a live, GPU-accelerated map of every tram, train, and bus moving across Melbourne’s transit network. Along the way, we’ll get into the agentic coding workflow: what it’s genuinely productive for, and what’s just hype.​​​​​​​​​​​​​​​​ **CODE OF CONDUCT** All DDD events are subject to the DDD Code of Conduct available at [https://www.dddmelbourne.com/code-of-conduct/](https://www.dddmelbourne.com/code-of-conduct/) **VENUE AND FOOD SPONSOR** [Fabric Group](https://www.fabricgroup.com.au/) **FUTURE EVENTS** Are you interested in speaking at a future DDD by Night? That's awesome, we'd love to have you! We take speakers of all experience levels and offer training too. [Fill out this form](https://forms.office.com/r/12c0CvLwQk) and we'll be in touch. **FEEDBACK** Feedback, whether it's good or constructive, helps us grow and improve these events and so we'd love for you to fill out the form here --> [https://forms.office.com/r/MB8WGKv9Bi](https://forms.office.com/r/MB8WGKv9Bi)

Would you like to improve public speaking and communication skills? At Sandbelt Toastmasters, we provide a supportive environment where you can learn and practice the essential skills needed to communicate with confidence and excellence. We would love you to come along and see what Toastmasters is all about! It is a great way to grow, learn, and work toward your goals in a welcoming environment. There is always space, and guests and new members are always welcome! We are one of Melbourne's longest-running Toastmasters clubs. We hold regular meetings on the second and fourth Wednesday of each month. 🕢 Arrive from 7:30 PM for a 7:45 PM start
⏳ We’ll finish by 9:30 PM 📍 Location: 96 Reserve Road, Beaumaris
(Inside the building next to the library) Our meetings take place at Beaumaris Library in a designated meeting room. Our web site: https://sandbelttoastmasters.com.au/ We would love to see you there!

**Unpacking Red Hat Summit 2026: OpenShift, Virtualization, and the AI-Ready Enterprise** The Red Hat Summit in Atlanta was loaded with a ton of new stuff - product launches, tech updates and real world stories. Come join us at the meetup where we have 5 speakers giving a rundown of relevant updates. * Simon will discuss AI Token Economics and AI/ML updates. * Sam will deliver an update on the Summit experience. * Ben will cover Developer News * Nick will present the OpenShift roadmap * Mohan will share several Customer Stories. Look forward to seeing you there. Pizza and drinks available early. Doors at 5:30pm for 6pm start. OpenShift Meetup team

Come join us and practise public speaking! All levels are welcome. Take the first step to overcome your fears, build confidence and learn to speak with impact in a friendly, supportive and encouraging environment. Start you public speaking journey with us now to improve your communications skills and elevate all aspects of your life. Please arrive 10 minutes early so we can settle everyone in for a 5.30pm start. See you soon!

Join us for great food, drink, and word games. 4 games. End a short working week with some fun, friendly competition games of Scrabble!!

[Instagram: Road Trips by The Dancing Voyager: Ron Singh](https://www.instagram.com/the_dancing_voyager_ron_trips) Sunshine forecast! Spontaneous day trip to see the waterfalls of the Otways rainforest! Very short notice! These are always fun! Over 70 road trips done in 5 years! I run 3 Meetup groups (shown on my profile). All are part of my second passion project. This road trip is for people new to Australia who have not been to this location (International Students, Working Holiday Makers and tourists)! No evidence is required. I will trust you! **Details given below in sections: (1) Questions / (2) Road trip itinerary / (3) Payment / (4) Responsibility / (5) Breaks / (6) Weather / (7) Phone charging / (8) Contact** **\-\-\- \(1\) QUESTIONS AND ANSWERS \-\-\-** **Your questions for me:** Why is the total fee so low at $20, covering a new, large rental (SUV), fuel and driver, on something that seems really high quality and well planned, like a private tour company? Sounds too good to be true or that there is a catch. Is this genuine? **My answers to you:** Because this project is my community service to give back. I explain this further below. The low fee is just a formality to confirm your place, so that I know you are serious on attending. This is genuine. Over 70 road trips done in 5 years! I have created precious memories for many people new to Australia. Photos on Instagram link further above. **\-\-\- \(2\) ROAD TRIP SUMMARY AND ITINERARY \-\-\-** Day trip to the waterfalls of Otways rainforest. A truly inspiring rainforest! Sights and sounds to fill you with peace! **Itinerary: Stevensons Falls - Beauchamp Falls - The Redwoods Otways - Hopetoun Falls - Colac** **Meeting point: Fed Square, 8:45 am**. Back there by **8:45 pm**. Meet by the steps (main entrance, opposite the Swanston Street tram stop). **\-\-\- \(3\) PAYMENT \-\-\-** **Total fee: $20 in total (no other costs). This covers a new, large rental (SUV), fuel and driver.** **Eventbrite link for payment:** [https://otways-road-trip.eventbrite.com.au](https://otways-road-trip.eventbrite.com.au/) **Cancellations:** If I cancel the road trip for any unforeseen issues, a full refund will be given. If you cancel, there is no refund. **Why is the fee so low?** The low fee is just a formality. It might sound too good to be true or that there is a catch. There is no catch. I am simply someone who has been giving back for many years. I playfully call this project a “Melbourne travel secret”! There are people in this world who want to genuinely give back without any expectations because they are truly fulfilled and grateful for what they have. I am one of those people. This is my community service. I am not doing this for money and I never have. Money cannot buy passion. The nature of majestic Australia helped me find peace and passion and I want to give back by sharing that inspiring nature with people new to this country. If they are also inspired by that nature, then that is my reward. There is no hidden agenda in doing this project. The reason I am being quite upfront is because in this day and age, there is always a catch when people do something like this. There is none with me and I am not selling or promoting anything. I do not need anything because I have peace, passion and fulfilment. I have everything. I am truly humbled and grateful. Photos from road trips are on Instagram link below: [Instagram: Road Trips by The Dancing Voyager: Ron Singh](https://www.instagram.com/the_dancing_voyager_ron_trips) **\-\-\- \(4\) RESPONSIBILITY\, LIABILITY\, SAFETY \-\-\-** As your driver, I am responsible and liable for your safety while we are in the vehicle. Passengers are insured as per the Australian law. For times we are outside the vehicle, we then become responsible for our own liability and safety, just like every other capable adult in society. **\-\-\- \(5\) BREAKS/MEALS \-\-\-** There will be many breaks for sightseeing/walks. I will stop at places where food/snacks will be sold but you are welcome to bring your own as well. There will be a lunch break at either a cafe or takeaway shop. **\-\-\- \(6\) WEATHER AND WHAT TO WEAR \-\-\-** I plan events when weather looks good but please also see itinerary for location details and check the forecast to dress accordingly. My advice is to always be prepared! Recommend to have something to cover you if rain suddenly appears or if winds suddenly get cool. Also recommend to carry sunscreen and a hat. Please also wear good, comfortable shoes that can provide protection from water (in case there are muddy areas). You can bring many things, as the vehicle will have a lot of storage space. My road trips do not have a lot of long walks. The focus is on sightseeing, relaxing and appreciating the beauty of nature. **\-\-\- \(7\) PHONE CHARGING \-\-\-** Please charge your phone before joining. In the past, people have taken lots of videos and photos and used up their batteries! You can bring your charging cable if you want. The vehicle will have various charging ports. **\-\-\- \(8\) CONTACT \-\-\-** If you need to contact me, please reach out through Meetup, Eventbrite or Instagram. If you wanted my mobile number, please let me know.

Hi Gophers! We're at Atlassian this June to talk carbon footprint calculations for Claude and building a custom Kubernetes PaaS in Go. * **Agenda** **5.45pm — Food & Networking** **6:30pm — Intro** **6:45pm — Talks** **8.00pm — Wrap up then head out for kick ons** * **Talks** **🎤 Mia de Búrca** **What I Learnt Writing a Carbon Awareness Skill for Claude** (short talk) Having recently left my senior IC job in tech, I wanted to take some time to pursue green software principles, in **particular** how they apply to our use of AI. Since I'm an engineer, and engineers learn by doing; I decided to build an MCP server using sustainable software practices, and have it serve up a skill that would let an LLM ask what **its** carbon footprint had been for the conversation so far. The talk describes what I built and why, and how the implementation **and** infrastructure were a breeze **compared** to finding some real numbers to back up the carbon equivalence calculation. **🎤 Ryan Djurovich** **How I built Podplane - an Open Source PaaS running Kubernetes on Object Storage** About Podplane: Want to deploy your app easily and securely on AWS, Google Cloud, or Proxmox? Podplane is an Open Source Platform-as-a-Service built on Kubernetes with all state stored in Object Storage. It consists of a CLI, etcd alternative ([netsy.dev](http://netsy.dev)), auth server ([easy-oidc.dev](http://easy-oidc.dev)), and next-gen auto-scaler ([nstance.dev](http://nstance.dev)) - all written in Go. \* **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)

Join us for a relaxed morning of community connection, light activity, and caring for the Maribyrnong River. **What to Expect:** We will walk along the riverbank and surrounds collecting litter, enjoying fresh air, gentle exercise, and friendly conversation. After the clean-up, we will head to Myrtle Café together for a coffee and chat. This is an optional part of the event, and all are welcome to join. **What to Bring:** * Drinking water * Sunscreen * Closed shoes * Gloves (optional – we also provide gloves if needed) We will supply rubbish bags, and have gloves, extra sunscreen, and hand sanitiser available. **Meeting Point:** We meet at Footscray Wharf, near Waterside Metal Art in Footscray. This location offers shelter and free parking on nearby streets. **Important Information:** Please check the exact meeting point before attending. If you need help finding us on the day, call 0418 184 457 or 0415 635 063. Our clean-ups take place once a month and continue in all weather, unless conditions are extreme. Please check the event page on the morning of the clean-up for any last-minute updates.

**Melbourne Python's Meetup June 2026!** Join Melbourne’s Python community for another night of learning, sharing, and connecting. Whether you’re just starting out or you’ve been coding in Python for years, our monthly meetup is the perfect place to learn something new and connect with fellow developers. This group is for developers, data scientists, web programmers, and anyone passionate about Python. 📅 **When:** 5:30 PM, Thursday, June 11, 2026 📍 **Where:** Judo Bank, Queen and Collins Building Level 26/376-390 Collins St, Melbourne VIC 3000, Australia 👉 [https://maps.app.goo.gl/A9JQTYGrMqGn8AzAA](https://maps.app.goo.gl/A9JQTYGrMqGn8AzAA) **Note:** The entrance is next to Rustica Cafe. Press level 26 when you arrive, and you'll find us there! **Agenda for the Evening** **5:30 - 6:00 PM**: Networking **6:00–6:15 PM** : Welcome and logistics 🎉 **6:15–6:45 PM** - **Talk 1:** Javier Candeira - Principal Consultant at Infoplumbing on TypeScript for Pythonistas / Python for TS Devs. In this session, Javier will share cheatsheet-centric and concurrency-focused look at the similarities and differences between Python and TypeScript, aimed at developers who regularly switch between the two languages **6:45–7:00 PM**: Break – Connect with someone new! **7:00**–**7:30 PM** \- Abhijeet Kumar on Beyond RAG: Building an Agentic "Second Brain" with FastAPI\, pgvector\, and Gemini\. This talk explores Project NeuralFortress — a Python\-based knowledge management system that evolves beyond traditional RAG approaches using FastAPI\, Neon PostgreSQL with pgvector\, and Google Gemini for cognitive processing\. **8:00 PM**: Event concludes 🌟 **Special Thanks** 🌟 A huge shoutout to our sponsors **Judo Bank**, **AWS** and **Neo4j** for making this meetup possible. Your support means the world to us! **Interested in Speaking or Sponsoring?** We’d love to hear from you! Email us at **melbournepython@gmail.com** or fill out our speaker interest form at https://forms.gle/S5T1SL4ULY5aogf47. We can't wait to celebrate Python and the incredible Melbourne community with you. See you on June 11! 🎉

Join us for an engaging evening at the next Melbourne Databricks User Group Meetup! We have a great line up of speakers for the night who will be sharing their learnings from implementing Lakebase on Databricks as well as a talk on Transforming Water Utility Operations with AI. **Speakers;** * **Shreya Sharma**, Solution Architect at Databricks: *A tour of Databricks' serverless Postgres for operational apps and AI agents and the headline features (branching, autoscaling, scale-to-zero, horizontal reads). Then a rundown of what's shipped in the last few months — Lakehouse Sync (Postgres → Delta CDC), scale-to-zero as the default, customer-managed encryption keys, and OTLP metrics/logs.* * **Derek Huang,** Solution Architect at Databricks: *Transforming Water Utility Operations with AI: from Reactive Monitoring to Real-Time Intelligence* Why Attend? The Databricks User Group is your chance to: * **Learn from experts**: Hear about the latest Databricks developments and best practices directly from industry leaders and experienced practitioners. * **Network with peers**: Connect with other data professionals in Melbourne who are passionate about data, AI, and analytics. * **Share knowledge**: Engage in discussions, ask questions, and exchange ideas with other members of the community. Event Details: * **Venue Host**: Vivanti Consulting, Level 20, Tower Five, 727 Collins Street, Docklands, VIC 3008 * **Date:** Thursday 11th June, 2026 * **Timing**: 5:30pm-8pm * **Catering and Drinks provided** RSVP today to secure your spot and feel free to invite colleagues or friends interested in Databricks and data-driven innovation. We look forward to seeing you there!

Welcome to WWDC Week! As is tradition, Apple has scheduled WWDC to coincide with our June monthly presentation night, so join us this Thursday for the post-WWDC discussions. 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 \| \| 6:40pm \| Marcelo Esperidiao — WWDC Recap \| \| 6:50pm \| Luke Tupper – Supercharging multi platform development \| \| 7:20pm \| Panel discussion on the announcements at WWDC \| \| 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.

**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

Main Library, Meeting Room 2B What does it mean to be the salt of the earth and the light of the world? In this gathering, we'll continue our series on the Sermon on the Mount from a mystical perspective. Together we’ll explore Matthew 5:13–16, looking not only to the passage as moral instruction, but also to the deeper transformation of consciousness that Jesus invites. Together we'll reflect on how spiritual awakening changes the way we see ourselves, others, and the world around us. Libera Animae is an interfaith community focused on inner growth, creativity, and authentic connection. All backgrounds are welcome.

Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

12:45-3:45 in the Meeting Room, Library lowest leve, by the drinking fountain. Bring your yarn projects, meet new friends. Plenty of parking in the lot, in the overflow lot across the street, and on the street. See you there!

We are going to build together with all the CLIs! E will be doing it at Columbus Code and Coffee Agenda --- Hosted By James Power, Organizer Pete Gordon, Organizer Just a Software Guy in the age of the Internet. Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-columbus-presents-ai-improv-lets-build-a-game-together-with-claude-code-codex-and-gemini-and-be-the-judge/.

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm

**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