Civic Engagement Sydney
Engage with Sydney's dynamic civic scene through Meetup

Impact Hackers Co-Working Day
Tue, Jul 28, 11:00 PMDear Hackers for Kindness, For those who run solo businesses, freelancers or can work from home, we would like to share a co-working event day on the last Wednesday of the month at a nurturing venue called Impact Story Lab. Students are welcome too! This group has been quiet for some time. Check out the description as to why I saved the group. Impact Story Lab is becoming a safe space for a number of impact groups to meet. And a great place to welcome Random Hacks Of Kindness. In an age of AI and misinformation, it's important to reconnect with like-minded positive people. Hence, this meetup event You can either join for the day or join for lunch! You can choose what works for you. We are supporting the Not-For-Profit Impact Story Lab Space. Here is the usual format: "Once a month, the Impact Story Lab opens its doors for a day of focused work, meaningful conversations and new collaborations. Whether you're building a social enterprise, working in a purpose-driven business, freelancing, studying, campaigning or simply looking for a more inspiring place to work for the day, you're welcome. Come for an hour, stay all day, or join us after work for this month's featured community event. *** What to expect Our coworking days are intentionally relaxed. Bring your laptop, settle into the space, meet other people working for impact and enjoy a productive day alongside a growing community of storytellers, creatives, researchers, community builders and changemakers. Throughout the day you'll find opportunities for: • Focused work • Informal conversations • New collaborations • Meeting people across sectors • Coffee, lunch and community There are no forced networking activities—just good people sharing a great space." Here are the details to [BOOK](https://events.humanitix.com/impact-co-working-day-or-29-july) I'll update these each month. **Costs** First time is FREE! If you are looking to book the co-working space, they have various packages. You do have to pay for a meal if you want catering. **Getting there** 10-15 minute walk from Kings Cross Station or Town Hall Station. That's about it! I look forward to seeing new and familiar faces for these wonderful co-working sessions. Remember, anything is possible. Together, we can make a better world probable. Kindly, Bob Sudharshan

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)**

Winter Greenups - Ethical Finance and Money
Tue, Jul 28, 8:00 AM**Ethical Finance: Finding the Light in this Hazy Shade of...Winter** **[TICKETS ON HUMANITIX](https://events.humanitix.com/greenups-winter-2026)** In 2026, Greenups is meeting quarterly and using the seasons as our guide. For the Winter gathering Greenups will bring together voices from Australia’s ethical and sustainable finance sector to ask: **What does finance look like in the cold winter light of climate risk, ecological limits and social responsibility?** Finance is the hidden system shaping our future. It determines what gets funded, what gets protected, what gets scaled, what gets retired — and what kinds of futures become possible. After a packed Autumn gathering at UTS exploring biophilia, biomaterials and regenerative design , we now turn to Winter — a season of clarity, contraction, resilience, hard choices, protection, repair and preparation - to look at our Finance and Money systems - are they getting us where we need to be, and soon enough? This will be an accessible, grounded conversation covering ethical investing, ESG, superannuation, climate risk, transition finance, disclosure, stewardship, anti-greenwashing and impact investing — while also making space for deeper Greenups-style questions: * What should capital help sustain? * What should it help transform? * And what should it help us let go of? (and how) **What to expect** Expect new ideas, new connections, new faces — and plenty of friendly old faces too ;-) We’ll create an inclusive space for grounded conversation. Greenups is a diverse group of people from different fields, but aligned in our care for each other and this beautiful, fragile planet. Together, we’ll share the stories, find the voices, and forge the pathways toward systems of resilience and regeneration — with room for care, compassion, purpose, meaning, art, and beauty along the way. **Light refreshments and drinks thanks to the generous support of [SIX](https://www.six-invest.com.au/) and [UNLESS](https://www.unless.financial/),** Drinks from Rosnay Wines + Young Henrys and food thanks to Parliament on King. **Contributors include:** --- * **[Justin Medcalf](https://www.linkedin.com/in/justinmedcalf/)** — (Panel MC) Co-Founder + Financial Adviser at UNLESS Financial. Before co-founding UNLESS, Justin was a Financial Adviser at Ethinvest, Responsible Investment Association Australasia (RIAA) board member, co-founder the Ethical Advisers’ Co-op and led The Emerald Club, where he launched Australia’s responsible investment platform for retail and wholesale clients. _ * **[Adam Verwey](https://www.linkedin.com/in/adam-verwey-77668913/)** — SIX (Sustainable Investment Exchange) Australia's first share trading app to combine activism with investing. Adam is also a founder and former MD of Future Super - Australia’s first 100% fossil fuel free superannuation fund. _ * **[Persephone Fraser](https://www.linkedin.com/in/persephone-fraser-75a132108/)**[ ](https://www.linkedin.com/in/persephone-fraser-75a132108/)\- Ethical Research & Climate Policy Lead at Australian Ethical\. Before joining Australian Ethical, Persephone worked in research across the Climate Justice Initiative, Common Capital, Reconciliation Australia, and the Greens. _ * **[Dr Stella Whittaker](https://www.linkedin.com/in/dr-stella-whittaker-36b39123/) -** Climate Change, Adaptation and Resilience Lead in Haskoning Australia. A PhD in climate finance, Stella has more than 30 years of experience in climate change, climate finance, environmental policy, sustainability, circular economy and environmental planning, and recently the founder of the Climate Adaptation Finance Activation Group.

Sydney Data Eng Day at DataEngBytes
Mon, Jul 27, 11:00 PM🎟️ TICKETS — Before you read any further Tickets for the Data Engineering Day must be purchased via Ticket Tailor: * Single day (Data Engineering Day only): $299 AUD * Both days (Data Engineering Day + AI Engineering Day): $499 AUD 👉 Get your tickets at tickettailor.com/events/dataengbytes *** About the Day The Data Engineering Day is Day 1 of DataEngBytes Sydney (Tuesday 28 July) — Oceania's largest community-run data engineering conference. This is a full day dedicated to the craft of data engineering: not the hype, not the vendor roadmaps — the real trade-offs, production war stories, and architectural decisions from practitioners who are building and running data platforms at scale. 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. The first maps the Iceberg catalog wars — Polaris, Glue, Nessie, S3 Tables — and the trade-offs every team building a serious lakehouse needs to understand right now. The second is the ClickHouse keynote on real-time analytics at warehouse scale: how ClickHouse fits the modern stack and when it belongs at the centre of your analytics platform. From there, two tracks run in parallel across the day covering: * Data contracts in practice — what enforcing contracts as interfaces, not just documentation, actually looks like in production * Migrating off Spark — a production Polars story: where it wins, where it doesn't, and the gotchas nobody warns you about * Kafka to Iceberg — the journey of a record from topic to analytics table, covering schema evolution, exactly-once guarantees, and late-arriving events * FinOps for data teams — how to instrument, attribute, and act on cloud spend, and why the best optimisations are architectural * Schema evolution without tears — practical strategies across Iceberg, Avro, Protobuf, and JSON * Data quality as the AI bottleneck — why years of investment in data quality tooling still hasn't fixed the number one blocker for AI initiatives * Platform engineering for data — building the internal tooling and abstractions that let teams move fast without creating chaos * uv: modernising your Python data toolchain — replacing pip, virtualenv, and pyenv with a single Rust binary that's 10–100x faster * Real-time OLAP in 2026 — a clear decision framework for matching workload characteristics to the right engine * CDC patterns beyond Debezium — what comes next a decade on from when Debezium commoditised change data capture * Tearing down the modern data stack — the case for radical simplification, with real numbers from teams that did it * Data mesh: an honest retrospective — what the pattern actually delivered, where it failed, and what a pragmatic middle path looks like * Building observable data pipelines with OpenTelemetry — instrumenting pipelines across Airflow, Spark, and query engines 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 (Data Engineering Day only): $299 AUD * Both days (Data Engineering Day + AI Engineering Day): $499 AUD 👉 Get your tickets at tickettailor.com/events/dataengbytes
Delightful Vegan Festival [Maroubra]
Sun, Jul 26, 1:15 AM
Agentic Engineering Meetup, August Edition
Wed, Aug 12, 7:30 AMHey everyone, join us for the August edition of the Agentic Engineering Meetup! We'll have two exciting talks, great discussions, and plenty of opportunities to connect with fellow engineers, AI practitioners, and technology enthusiasts. 🎉 Seats are limited, so RSVP early to secure your spot. 🏠 **Location** Nimbly Darling Park, Tower 1, 201 Sussex St Sydney NSW 2000, Australia 🍕 **Food & Refreshments** Kindly provided by Nimbly😊 **Schedule** 🕠 5:30 PM – Doors Open, Refreshments & Networking 🕕 5:45 PM – Welcome & Announcements 🎤 5:50 PM – Talk 1: Objective Truths Over Oversight: How We Let AI Agents Ship Correct Code. 🎤 6:05 PM – Talk 2: The Token Tax on Autonomy: why agentic coding is a capacity problem, not a licence. 🎤 6:40 PM – Talk 3: Plug-In, Optimise, Ship: Scaling Open-Source Agent Infrastructure with NeMo 🤝 7:10 PM – Networking 🚪 7:30 PM – Event Close **Speakers:** \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 🎤 **CHRIS BALLMENT**, Co-Founder & Chief Architect, Nimbly **Talk Title**: Objective Truths Over Oversight: How We Let AI Agents Ship Correct Code. **Talk Summary**: The instinct when handing work to an AI coding agent is to watch it closely - to review every step and pull it up the moment it drifts. That doesn't scale, and it wastes the very thing that makes agents useful: their autonomy. This talk makes the case for the opposite approach. Instead of oversight, we give agents agency - bounded by objective truths they can't argue with. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 🎤 **CHRISTOPHER SIMUSOKWE**, Head of Data Engineering, TPG Telecom **Talk Title**: The Token Tax on Autonomy: why agentic coding is a capacity problem, not a licence. **Talk Summary**: Most teams still price AI-assisted coding the way they price software: seat price times headcount, book the number, move on. That worked when the assistant autocompleted a line at a time. It does not survive contact with agents. An agentic coding task is not one request. It is a loop. The agent reads files, reasons, proposes an edit, re-reads, runs something, sees an error, tries again, and every turn re-sends a growing slice of context. That loop is what you are actually buying, and it behaves like compute, not like per-seat SaaS. Here is the part that gets missed. Two teams on the same model, running the same workload, routinely see bills an order of magnitude apart. The gap is not commercial. It sits in retrieval, tool design, and how much context you carry per turn. The cheapest token is the one you never send, and deciding which tokens you never send is an architecture decision. What you will leave with: \- A working mental model for where tokens actually go inside an agent loop \- The four cost drivers\, and which ones you control in architecture rather than in billing \- The levers that close the 1x to 10x gap\, and the order to apply them in\. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 🎤 **MARKO SLABAK**, Senior Solutions Architect, NVIDIA **Talk Title**: Plug-In, Optimise, Ship: Scaling Open-Source Agent Infrastructure with NeMo **Talk Summary**: Building agents is getting easier. Running them reliably, efficiently, and securely in production is less so. In this session we’ll look at how two open source projects from NVIDIA tackle that challenge: \- NeMo Agent Toolkit for profiling\, evaluation\, and multi\-agent orchestration across any framework\, \- NemoClaw for zero\-trust agent runtimes with security baked in\. No framework migration required\, no vendor lock\-in\. We’ll close with a walkthrough of the NemoClaw for LangChain Deep Agents Code blueprint available on build.nvidia.com. This blueprint serves as a starting point to spin up and customise open-model coding agents whether cloud-hosted or on your own hardware. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- We look forward to seeing you there!
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