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Welcome to the next 2026 AWS Sydney Well-Architected Meetup!
Thu, Jul 23, 7:30 AMHi Architects, Welcome to the next 2026 AWS Sydney Well-Architected User Group Meetup! Each month we cover off AWS best-practices across all pillars and give away drones - 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: * **Carles Vallecillo, Technical Trainer, Snowflake** **Well-Architecting AWS AI** Amazon Bedrock and SageMaker are two of AWS's most powerful AI services - but which one will win the heavyweight title? In this session, we'll put them head-to-head across the six pillars of the AWS Well-Architected Framework: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization and Sustainability. Round by round, we'll compare their strengths, weaknesses, trade-offs and real-world use cases to answer questions such as: Which service gets you to production faster? Which gives you more control? Which is easier to secure and govern? Which delivers the best performance? • Which gives you the biggest bang for your buck? Expect practical examples, architectural insights and a few surprises as we crown the winner of each category (and discover whether there is really a single champion at all 9. * **SkillzLab Build Gen AI Well-Architected Reviews** **Well-Architecting App Build-off Review!** In this session, we will have review the apps from the previous session and perform AWS Gen AI Well-Architected Framework Reviews, with the drone going to the most **Gen AI Well-Architected** app on the night. This month's menu will include: * Pizzas * Beer: Nastro Azzurro * Wine: Big and red 🤤 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)

SydDT #128: When Does Design Become Strategic?
Wed, Jul 22, 8:00 AMMost designers want to be more strategic. But what does that actually mean? Is strategic design about working on bigger problems? Influencing executives? Creating visions and roadmaps? Driving transformation? Or are we confusing good design with strategic design? Join us for our July meetup where a panel of experienced strategic design leaders will explore one of the most debated questions in our profession: what makes design strategic? We’re lucky to have Dr Leanne Sobel, Jaimes Nel, Paul Merrell, and Lize Wordsworth sharing their insights with short lightning talks before we open up a panel discussion and audience conversation. We'll explore: * What strategic design is * What it isn’t – with common misconceptions and traps * How strategic design differs from other design disciplines * Where strategic design is heading * How designers can increase their strategic influence and impact Expect diverse perspectives, thoughtful discussions, and practical insights for designers at every stage of their career. Come join us for some fun conversations with interesting people in and around the design thinking community. New members are welcome! **SPEAKERS** **[Dr Leanne Sobel](https://www.linkedin.com/in/lsobel/)** **Adjunct Fellow, UTS Business School** Leanne is a strategic designer, researcher, and educator. Her PhD research explored the role of design in strategy, and her work focuses on applying design practices, systems thinking, and participatory approaches to complex organisational challenges. With experience spanning consulting, academia, and industry, Leanne is a leading voice in the evolving field of strategic design. **[Jaimes Nel](https://www.linkedin.com/in/jaimesnel/)** **Founder, Path Ventures** Jaimes is the founder of Path Ventures, a Sydney-based consultancy helping organisations connect strategy to action through design-led approaches. With more than 20 years of experience spanning service design, digital transformation, and organisational change, Jaimes has worked with organisations including the NHS, BBC, GOV.UK, Westpac, ING, and TAL. His work focuses on helping organisations “play the long game” by using strategic design to navigate complexity and deliver lasting change. **[Paul Merrell](https://www.linkedin.com/in/paul-merrell-9861846/)** **Senior Service Designer, Allianz** Paul is a design leader and strategist with extensive experience applying service design and human-centred approaches to organisational transformation. Currently with Allianz Australia, Paul works at the intersection of customer experience, business strategy and change, helping organisations navigate complexity and deliver meaningful outcomes. His work is grounded in the belief that meaningful change happens when strategy connects with the realities of people, systems and delivery. **[Lize Wordsworth](https://www.linkedin.com/in/lizewordsworth/)** **Group Head of Business Architecture & Design, Westpac Group** Awesome bio coming soon… **EVENT SPONSORS** This event is brought to you by [Atlassian](https://www.atlassian.com/), [Shapeshifters](https://www.sh8peshifters.com/), and [Dynamic4](https://dynamic4.com/). We take photos and record our events for documentation and promo purposes. Just let us know if you prefer not to be featured.

AI Engineering Day, DataEngBytes
Tue, Jul 28, 11:00 PM**🔖 TICKETS — Before you read any further** Tickets for the AI Engineering Day must be purchased via Ticket Tailor: * Single day (AI Engineering Day only): **$299 AUD** * Both days (Data Engineering Day + AI Engineering Day): **$499 AUD** 👉 **[Get your tickets at tickettailor.com/events/dataengbytes](https://tickettailor.com/events/dataengbytes)** *** **About the Day** The AI Engineering Day is Day 2 of DataEngBytes Sydney (Wednesday 29 July) — Oceania's largest community-run data engineering conference. This is a full day dedicated to the engineering side of AI: not the hype, not the pitch decks — the real patterns, trade-offs, and production experience from practitioners who've actually shipped. Two tracks run in parallel across the day, with everyone converging for keynotes in the morning and the Town Hall close in the afternoon. **What's on** The day opens with two keynotes covering the fundamentals that underpin serious AI work right now. The first makes the case for **context engineering** as a proper engineering discipline — moving beyond prompting to systematically designing what flows into a model. The second digs into **Model Context Protocol (MCP) in production**: gateway patterns, security realities, and where the standard is heading after its rapid rise to Linux Foundation governance. From there, two tracks run in parallel across the day covering: * **Evals and testing** — building evaluation pipelines that catch regressions and don't require a PhD to interpret * **Agents in production** — the reliability patterns, failure modes, and oversight requirements that separate a demo from something your organisation trusts * **AI coding tools** — what the research actually says about productivity gains (the numbers might surprise you) * **RAG at scale** — chunking, embedding freshness, retrieval quality, and what real RAG infrastructure looks like beyond the prototype * **The 80-to-95 gap** — why getting an AI system from demo to production-grade takes disproportionate effort, and how to close it * **LLMs in the transform layer** — where they genuinely help inside data pipelines and where they introduce risk * **skills.md** — encoding domain knowledge and workflow patterns into reusable, versionable LLM interactions for your team * **LLM gateway patterns** — routing, rate-limiting, cost control, and audit at the organisational level * **Vector databases in production** — the real-world messiness behind the benchmarks * **Fine-tuning vs prompting** — a practitioner's decision framework for when fine-tuning is actually worth the complexity * **AI agents for data quality** — automating anomaly investigation, schema drift triage, and incident summarisation * **AI pipeline security** — data poisoning, prompt injection, MCP tool abuse, and what defensive architecture looks like * **Autonomous data agents with Apache Flink** — stateful stream processing as a foundation for long-running, event-driven agents The day closes with a **Town Hall** — an open, community-run discussion on the topics that matter most to practitioners in the room. This is a practitioner-led, vendor-neutral event. All talks go through a competitive CFP process and are selected on technical merit. No marketing sessions. *** **🔖 TICKETS** Tickets must be purchased via Ticket Tailor — this Meetup page is for discovery only. * Single day (AI Engineering Day only): **$299 AUD** * Both days (Data Engineering Day + AI Engineering Day): **$499 AUD** 👉 **[Get your tickets at tickettailor.com/events/dataengbytes](https://tickettailor.com/events/dataengbytes)**

Networking Drinks #29
Fri, Jul 24, 8:00 AMHere is our July event =D Join us once again at **The Art Syndicate**, a unique wine bar and gallery nestled in Surry Hills for a relaxed evening blending local drinks and meaningful conversations which should be perfect for a cold winter night. 🍷 **Event info:** ✅ Come discover some amazing NSW wine, beer and spirits. ✅ Expand your network of designers & make connections that last. ✅ No formal talks or speeches - just great conversations in a relaxed, friendly environment. *Check out my reviews on this page to see what others are saying!* **Venue information:** You'll find us at this art gallery & wine bar in Surry Hills. They exclusively offer a curated selection of NSW-based wine, beer and spirits! There is even art for sale! **Check them out on socials:** https://www.instagram.com/theartsyndicate.com.au/ **How to find us:** We are on Bourke Street, a short walk from Oxford Street or Central Station. **Join our What'sApp group:** Since Meetup has removed the event chat feature, [please join this WhatsApp group](https://tinyurl.com/uxad2026) for the latest event updates! Cheers, Josh

AI Project Hub
Thu, Jul 16, 8:00 AMWelcome to **WSTI's AI Project Hub**—the hands-on heart of the WSTI community's AI Shed model. This isn't a traditional class or a lecture. It’s a weekly, drop-in "Shed" designed for collaborative, project-based learning, where we support each other turning ideas (beginner or ambitious) into real, working prototypes and projects. Whether you're a founder with a specific problem, a developer testing a new tool, or a complete beginner curious about what you can make, this is your space to build, learn, and collaborate. **What to expect:** * **Quick Pitch:** To spark some inspiration, we’ll have a few informal, low-pressure "progress check-ins" where attendees can briefly share what they’re working on. * **Space to Build:** No formal lectures here. Just a supportive environment to polish your prototype, refine your code, or finalise your pitch. * **Guides on the Side:** Our technical mentors will be mingling in the room. They’re ready to offer a helpful nudge, architectural advice, or a tool recommendation if you hit a roadblock. * **Community Wisdom:** If our mentors don’t have the answer, they’ll connect you with someone else in the room who does. We’re all about sharing what we learn. * **Curiosity is Welcome:** You don’t need a hackathon project to pull up a chair. If you’re a regular from our Project Hub looking to share your knowledge, or just a curious neighbour. We have community laptops with access to some AI tools if you aren't able to bring your own. **Tools/Topics discussed may include:** * ChatGPT, Claude, Google Gemini, Opensource AI Models. * Platforms like n8n and other automation tools. * Coding vibe coding like Lovable, Replit, Antigravity and Cursor. * Frameworks such as BMAD. * Image and video generators like Midjourney, Nanobanana and Video models such as Kling, Veo & Seedance. *By attending this event, you consent that you may be photographed and recorded on video. These photos and videos may be used for marketing and promotional purposes in the future. If you have any concerns please let the team know upon arrival.*
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