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Frequently Asked Questions
Yes! Check out logistics events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the logistics events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find logistics events near your location here. Connect with your local community and discover events within your area.
Logistics Events Today
Join in-person Logistics events happening right now
Build Production-Ready AI Agents on AWS with Amazon Bedrock AgentCore
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.
DDD by Night June- Hybrid event
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)
Melbourne OpenShift Meetup - Unpacking Red Hat Summit - Wednesday June 10th
**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
Dinner & Board Games Fortnightly CBD (We Play Board Games Melbourne)
Hi everyone, Stella & Tarrant here 😃
It's board game and dinner time every 2nd Wednesdays! Everyone's welcome, new or experienced board gamer. Let's play board games together, meet new friends if you want, and also supporting local restaurant buying their food and drink, coz the event is free.
𝐏𝐥𝐞𝐚𝐬𝐞 𝐑𝐒𝐕𝐏, 𝐜𝐚𝐧𝐜𝐞𝐥 𝐢𝐟 𝐲𝐨𝐮 𝐜𝐚𝐧'𝐭 𝐠𝐨 𝐬𝐨 𝐨𝐭𝐡𝐞𝐫𝐬 𝐜𝐚𝐧 𝐜𝐨𝐦𝐞 𝐢𝐧𝐬𝐭𝐞𝐚𝐝, 𝐜𝐨𝐳 𝐬𝐩𝐚𝐜𝐞 𝐢𝐬 𝐥𝐢𝐦𝐢𝐭𝐞𝐝
Meetup will be in the separate room at the back of their venue!
𝗧𝗜𝗠𝗘: 6pm - 10pm (but the pub is open till later if you want to stay around)
𝗪𝗛𝗔𝗧 𝗧𝗢 𝗘𝗫𝗣𝗘𝗖𝗧: Meetup for dinner & drink while playing board games. Here's a one page PDF document explaining how it works - https://loom.ly/hTHo2cM. Basically, find some friends or make some new ones.
𝗕𝗥𝗜𝗡𝗚: Bring your own games or play our growing board games library, teach others or join others games. We have flag system to help you find people to play with you. Here is the list of our growing games library, categories and with short description - https://loom.ly/fOKuaM4
𝗙𝗘𝗘: Zero. Nada. It's a casual get together, we're helping facilitating the meetup. All I asked is to please order food & drink from the venue, don't bring your own food and eat there, as the venue is a pub, they are providing the venue for free So please help local business 😃
𝗢𝗥𝗚𝗔𝗡𝗜𝗦𝗘: Feel free to post in the comment if you have games you want to bring and teach others, try to organise people to play. Or if you want to join other people's game. We have a group via Aftergame (app/website) where you can organise a game as well here - https://aftergame.app/groups/we-play-board-games-melbourne-meetup-by-meeple-university-1386
𝗛𝗢𝗪 𝗧𝗢 𝗚𝗘𝗧 𝗧𝗛𝗘𝗥𝗘: Melbourne Central, level 3. Melbourne Central station underneath.
There are various public carpark Wilson 300 LaTrobe and Secure Parking in the city. Or the Wilson carpark under Melbourne Central, entry is a set price after 5pm (at the time of writing).
And then plenty of public transport in the city 🙂
To connect more to fellow board gamers, you can join the Facebook group that started the event here - https://www.facebook.com/groups/WePlayBoardGames
Thank you and hope to see you all then!
Stella & Tarrant
50+ Filmmakers/Actors Gather Every Wednesday - Join Us!
Join us every **Wednesday at 5 PM** at the Emporium food court (located behind Grill’d Burger Restaurant in the CBD, not near Melbourne Station) for a dynamic networking event tailored for filmmakers, actors, and film enthusiasts. Afterward, we continue the evening with Happy Hour drinks at a nearby bar and a chance to grab dinner together. Understanding that schedules vary, feel free to join at any time that suits you. Rain or shine, our community has gathered every week for the past year, maintaining a consistent and welcoming environment.
Our group has grown remarkably, with a **weekly turnout of over 50 participants**, blending newcomers with regulars to create a vibrant, diverse community. Feel free to bring friends interested in filmmaking; it’s a great way to introduce new faces to our expanding network.
Whether you’re a writer, actor, animator, or independent filmmaker, come share your experiences, discuss current projects, or chat about favorite films. This event fosters connections among like-minded individuals, encourages friendships, and opens doors for collaboration.
At **7 PM**, we move to The Carlton Club, a five-minute walk away, where we continue networking in a more formal rooftop setting over drinks and food. This change of venue offers an ideal environment to keep conversations flowing.
**RSVP** to help us gauge attendance and become part of a growing network of film professionals and enthusiasts. Though the event begins in the afternoon, the relationships you build here can last well into the night and beyond.
**What to Expect:**
*Our Wednesday meetup is primarily a large networking event for industry professionals. There’s no set theme, workshop, or speaker. It’s a relaxed gathering where filmmakers, actors, and creatives can connect, discuss projects, share needs, and learn from each other. Conversations flow freely around the table, fostering an environment of growth and camaraderie. Beyond Wednesdays, we also host exclusive events such as table reads, cinematography workshops with Panasonic, member screenings, and more. Each week brings fresh dialogues—some participants discuss their weekend shoots, others exchange insights with seasoned producers and directors, and a few engage in filmmaking exercises. It’s a space designed for creative engagement without strict structure or formal oversight.*
*Note: Our community emphasizes collaboration, friendship, and goodwill rather than promotional activities. If you wish to promote a workshop, course, screening, or similar event, please contact the organizers first. Promotional privileges are generally reserved for trusted, long-standing members.
Hong Kong Mahjong at Marché Board Game Cafe
Players of all skill levels are welcome to join us at Marché Board Games Cafe in the CBD for a casual night of mahjong - Right in the CBD. We'll start around 6:00pm till we all need to go home :)
Our typical session concludes usually around 10:00pm.
Please change your RSVP to not going if you're no longer able to attend, 24 hours prior the event.
For those that have a record of non attendance without communicating, you will be moved to the waiting list for future events and be contacted directly to confirm that you indeed intend to turn up, at which you will be allotted a spot subject to availability.
For more details on the rules of the game, please refer to: http://mahjongtime.com/hong-kong-mahjong-rules.html
Marche has been kind enough to offer us a deal to play in their cafe.
**⋆⋆⋆⋆⋆⋆⋆⋆⋆⋆ Cost ⋆⋆⋆⋆⋆⋆⋆⋆⋆⋆**
Attendees who have registered for the event on Meetup can play at discounted rates, with the following payments to be made:
* **$6 in total per session” to cover cafe costs. Payment of $6 should be made to Marche at the front counter upon notification to the staff member that you are here for the scheduled meetup.
There is now no minimum spend on items at the cafe as there were before.
The cafes menu can be found here https://mbgcafe.com.au/menu.pdf .
Flinders Lane Toastmasters
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!
Logistics Events This Week
Discover what is happening in the next few days
Databricks User Group Melbourne, June Meetup [Hosted by Vivanti]
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!
Atheist Society.
**ATHEIST SOCIETY** \- Melbourne\, Australia\.
***"Could AI be more moral than us?".***
**Adam Ford** (Futurologist) will present the topic and lead the discussion.
**Details**: [https://www.meetup.com/science-technology-and-the-future/](https://www.meetup.com/science-technology-and-the-future/)
**Venue**: Unitarian Hall, 110 Grey Street East Melbourne.
(Adjacent to the Epworth Freemasons Hospital).
**Zoom** Meeting ID: 852 9852 4260 - - Passcode: 249550
All are welcome. Adam has invited us to come early (from 6.30pm) to socialise before (and after) the meeting.
These hybrid meetings are on the 2nd Thursday of the month, 8pm.
Convenor: John Perkins - Tel: 0411 143 744 - **[jlperkins@tpg.com.au](http://jlperkins@tpg.com.au/)**
Atheist Society: **[Website](https://reason101.tech/Atheist/Society.htm)**
Golang June @ Atlassian
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)
June 14 | Run Club x Pun & Gainz — Move, Connect & Meet at Albert Park Lake
### 🌿 KISMETRIX \| True Connection x Pun & GainzRun Club Social — Move\, Connect & Meet
[Ticketed Event](https://www.eventbrite.com.au/e/jun-14-run-club-x-pun-gainz-move-connect-meet-at-albert-tickets-1990309261579?aff=oddtdtcreator)
Hosted by KISMETRIX \| True Connection in collaboration with Pun & Gainz
📍 Meeting Point: Boatshed Cafe, 3 Aquatic Drive, Albert Park VIC 3206
📅 Sunday, 14 June 2026
🕘 Please arrive by **8:45 AM** — we start at 9:00 AM sharp
⏱ 9:00 AM – 10:30 AM
🎽 Dress Code: Comfortable activewear or running shoes
☕ **Ticket includes 1 standard hot beverage after the run**
#### **SOME OF THE BEST CONVERSATIONS HAPPEN MID-STRIDE.**
There's something about moving together that breaks down walls faster than any icebreaker ever could. The rhythm of a run. The fresh air. The shared effort. The way conversation just... flows.
That's exactly why we created this.
Kismetrix has teamed up with **Pun & Gainz** — Melbourne-based personal trainers who believe fitness is as much about community as it is about movement — for our first ever **Run Club Social** at the beautiful Albert Park Lake.
This isn't a race. It isn't a gym class. It's a relaxed, social Sunday morning run for singles who want to meet real people, in real life, doing something they actually enjoy.
#### **🏃 WHAT TO EXPECT**
* A PT-led warm up to get you moving and feeling good before we set off
* A relaxed run around Albert Park Lake (approx. 3–4 km) at your own pace
* Natural pace groups form as you go — runners with runners, walkers with walkers, and everything in between
* A supported walk/run option for those who prefer a gentler pace — you're in good company and you'll still see the whole lake
* Everyone meets at the Boatshed Cafe at the end — this is where the morning really comes alive
* Hot drink included, conversation flows naturally, no awkward formats needed
* Coming solo is completely normal — most people do
#### **💛 WHO THIS IS FOR**
This event is for singles who:
* Enjoy being active and want to meet people in a natural setting
* Are curious about running or already love it — all paces genuinely welcome
* Prefer real-life connection over dating apps and loud venues
* Want to be part of a growing community, not just attend a one-off event
* Are open to friendship, connection, or something more — without it being the whole point
All adult singles welcome, across a wide range of ages. Come solo — most people do.
#### **✨ ABOUT THE COLLABORATION**
Pun & Gainz are Melbourne personal trainers who bring energy, expertise, and genuine warmth to every session. They believe the best workouts happen when people feel good together — and that's exactly what Kismetrix is built on.
Two communities. One Sunday morning. A shared belief that showing up — in fitness and in life — is where everything begins.
#### **📋 WHAT TO BRING**
* Comfortable running or walking shoes
* Water bottle
* Sunscreen & a light layer (June mornings can be crisp)
* An open, easy-going mindset 💛
#### **🎟️ [TICKETS](https://www.eventbrite.com.au/e/jun-14-run-club-x-pun-gainz-move-connect-meet-at-albert-tickets-1990309261579?aff=oddtdtcreator)**
🌿 Introductory Price: $10
🌿 Introductory Last minutes Price: $20
— includes 1 standard hot beverage after the run.
*This is our first Run Club Social with Pun & Gainz. Introductory pricing reflects that — and won't last.*
#### **🔔 IMPORTANT NOTES**
* Adults only, singles welcome across all ages
* No children or dogs — this helps keep the space comfortable and social for everyone
* Please arrive by 8:45 AM — we move off at 9:00 AM and cannot hold the group
* Tickets are non-refundable but transferable
* This is a social connection experience — outcomes are never guaranteed
* Kismetrix reserves the right to manage attendance to ensure a respectful, welcoming environment for all
#### **🔗 STAY CONNECTED WITH KISMETRIX \| TRUE CONNECTION**
📧 social@kismetrix.com.au
🌐 www.kismetrix.com.au
📱 Instagram: @kismetrix_ \| Facebook \| Eventbrite
🤝 Collaborations: collabs@kismetrix.com.au
📄 By registering\, you confirm you have read and agree to Kismetrix \| True Connection's Terms & Conditions\, Privacy Policy\, Disclaimer and Code of Conduct\.
The Hitchhiker’s Guide to Redundancy: a "mostly harmless" survival manual
🛸🛸 **The Hitchhiker's guide to redundancy: a 'mostly harmless' manual for surviving the professional void** 🛸🛸
What do you do when your career is unexpectedly demolished to make way for a corporate bypass? Too many professionals treat redundancy like the end of the universe, spiralling into the bureaucratic nebula of unemployment without a map. This session chronicles a six-month odyssey through the unknown, transforming a vulnerable period of professional upheaval into a practical, comedic survival guide.
**What you’ll hear:**
✨ **How not to panic:** How to steady your ship when the corporate ground disappears beneath you
✨ **What to pack:** Cultivating the core resilience and mindsets needed to navigate sudden career transitions
✨ **Deploying your networking Babel Fish:** Translating your experience into a language the market actually understands
✨ **Navigating the bureaucratic nebula:** Managing the identity shift, the job search logistics, and the administrative void without losing your sanity
✨ **Embarking on your next chapter:** Turning an unexpected full stop into a launching pad for a career that actually fits your trajectory
As long as you're packing resilience to brace the knocks (and your sense of humour), you’ll never truly be lost in space. A vulnerable, funny, and no-BS roadmap to surviving the void and finding your way back to solid ground.
**👍🏼 The Speaker**
✨ **Alex Clarke** is a Product and UX designer with over 8 years of experience, who after spending years building a successful professional track record, found himself facing the ultimate corporate plot twist: sudden redundancy. Alex’s story is a highly common and relevant reality for many professionals today, as organisations face mounting economic pressures to cut costs and restructure. Alex speaks candidly, sharing raw, hilarious and deeply practical truths about what it takes to pivot after a setback. By turning his own unexpected transition into a survival guide for the current job market, Alex proves that losing a job doesn't mean losing your direction.
Alex’s story has a happy ending too- as he’s happily found a new job as an Incubation Designer for Coles. Down, down, prices are down. Please. 🙏
📌 **The details:**
* **Date:** 6 pm, 11 June
* **Host:** Melbourne Design Thinking Meetup
* **Special Guests:** Alex Clarke
* **Refreshments included:** Pizza and fizz!
Logistics Events Near You
Connect with your local Logistics community
June 2026 AWS Columbus - Topic to be announced
Topic to be announced.
**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
Omnipresent Atheists Weekly Meetup
Jimmy V's Grill & Pub in Grandview Heights. You are responsible for your own meal/drinks. We usually don't have any agenda other than eat, drink and talk. :) If the weather is nice we will be on the back patio, otherwise we are in the cigar room.
This group has been meeting every Tuesday evening for over a decade. Many attendees do not RSVP on meetup. Please don't let the small number here discourage you. Anyone/everyone is welcome to come. We'd love to have you join us.
COTA bus #5 comes to W. 5th and Wyandotte Rd. And it's a minute walk to the restaurant.
Stop Guessing: A Product Person's Guide to AI Adoption
## 🤝 Host Information
A co-hosted event by ProductTank Columbus & Women in Product Columbus
💡 About the Workshop
AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge.
This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow.
Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required.
🛠️ What to Bring
Laptop: Fully charged and ready to go.
AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!)
🍕 Logistics & Perks
Food & Drink: Pizza and drinks provided!
Parking: Plenty of free spaces available on-site.
###
ServiceNow Knowledge 26 Recap + Topgolf Happy Hour
Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!
Christians in Tech - Meetup #37 @ Improving
Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you.
Our Website
[https://linktr.ee/citcbus](https://linktr.ee/citcbus)
Sponsors and Partners
* Improving (Venue Sponsor)
* Bethel World Prayer Center (Fiscal Sponsor)
* Fruits & Roots (Coffee Partner)
Data & Analytics Wednesday - Finding Product Insights
**The Behavior Gap: Where Products Win or Lose**
Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap.
Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn:
* Why understanding customer behavior is a quant and qual challenge
* How to spot the signals that actually predict behavior change
* Where AI accelerates insight, and where it creates distraction
* How to get meaningfully closer to customers, without adding more tools
This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work.
**About Our Speaker**
[Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use.
Thanks to our 2026 sponsors:
[Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro)
More info at [cbusdaw.com](https://cbusdaw.com)







![Databricks User Group Melbourne, June Meetup [Hosted by Vivanti]](https://secure.meetupstatic.com/photos/event/2/b/8/3/highres_534671139.webp?w=640)











