Internet of Things
Meet other local people interested in Internet of Things: share experiences, inspire and encourage each other! Join a Internet of Things group.
10,104
members
13
groups
Largest Internet of Things groups
Newest Internet of Things groups
Frequently Asked Questions
Yes! Check out internet of things events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the internet of things events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find internet of things events near your location here. Connect with your local community and discover events within your area.
Internet of Things Events Today
Join in-person Internet of Things events happening right now
Engineering Machine Consciousness Monthly Meetup
The discussion topic for this meetup will be identity and whether or not history is a necessary condition for consciousness as Dretske proposed.
James
Melbourne Serverless Meetup Group event for February 2026
Welcome to 2026!! We need a second speaker please - if you are doing anything cool let us know Melbourne(at)serverless.org.au and we can get you on the agenda! Even for a future month if you are not quite ready yet.
THANKS TO MANTEL GROUP for sponsoring the location & refreshments again!
Thanks also to PROGRAMMABLE - we have tickets to give away for people who attend the meetup this month!
Please get in touch ASAP if you would like to talk at a future event, send us an email at Melbourne(at)serverless.org.au for more info!
First time speakers are more than welcome and we can provide you assistance if you need with your presentation beforehand. Please reach out Melbourne(at)serverless.org.au.
It can be a regular talk, lightning talk, demo, workshop, whatever is your thing our community will love it - as long as it is serverless related!
Venue: MANTEL GROUP, Level 2, 452 Flinders St. Melbourne
Look for the signs!
đ
Agenda đ
5:30 PM - Doors Open!
6:00 PM - Welcome from the organizers / housekeeping
6:05 PM - **"Build vs Buy - how LLMs are shifting the scales" - By Liam Johnston, Lead Consultant, V2 AI**
This talk examines how LLMs are fundamentally changing the build vs buy calculus. Through a real project - a crossword generator using AI for clues and algorithms for word-fitting across 300k words - we'll explore why projects that were impossible side quests two years ago are now weekend builds.
6:35 PM - Pizza & Networking
7:00 PM - **"Middle age serverless â Step Function maturation" by Warwick Wilson from the Department of Transport and Planning.**
Warwick will share some updates on his AWS Step Functions in spatial data distribution systems which he presented a couple of years back. It looks very interesting!
7:30 PM - Networking and finish the Pizza!
8:00 PM - Door Close, see you next time!
The good, the bad, the ugly of an actual in production AI product
Welcome back for 2026.
We're kicking off with a talk by [Caitlin Blackwell](https://www.linkedin.com/in/caitlin-blackwell-8328a623/), Head of Product from Seek who'll share real life stories of getting a product live with AI and the learnings along the way.
Caitlin Blackwell is a Head of Product for SEEK across APAC where she leads a team of PM across the homepage feed, search and job pages to help candidates get great jobs and drive high quality placements for hirers.
She has worked in a range of ecommerce and SaaS companies as well as being at SEEK for a long time. She resides on a farm on the famous Great Ocean Road in Victoria, Australia where a large garden, a dog and 100 acres of bush keep her busy.
**Our amazing sponsors are Easygo**
Bio:
[Easygo](https://www.linkedin.com/company/easygo-au/?originalSubdomain=au) is the Australian powerhouse behind the worldâs biggest online casino, as well as pioneering a creator-first online streaming platform with over 50 million users. Fuelled by an ambitious mission, our culture of collaboration invites industry visionaries, innovators, and disrupters to drive the future of entertainment forward.
Kingston Music Club - singing to live music
Join the Kingston Music Club Melbourne for an enjoyable evening of group singing and acoustic music. Whether you're a seasoned performer or a newcomer looking to share your love for music, everyone is welcome to join in the fun. Bring your favorite instrument or just your vocal cords, and immerse yourself in the joy of live music. This event is the perfect opportunity to connect with fellow music enthusiasts, exchange song recommendations, and above all, enjoy the magic of making music together! We meet on the second and fourth Thursday evenings of each month at the Dingley-Heatherton Uniting Church Hall, 186 Old Dandenong Rd, Heatherton 3202.
Automate with n8n
### **The Vibe**
Are you curious about AI and automation, or are you already building complex workflows in **n8n**? Join us for a casual, after-work gathering in the heart of the Melbourne CBD.
This is an "open floor" eventâno rigid slides or formal pitches. Just a group of locals grabbing a drink and talking about how we use n8n to reclaim our time and supercharge our businesses.
### **Who This Is For**
* **The Curious/Newbie:** If youâve heard of n8n but haven't started yet, come see whatâs possible. No question is too basic!
* **The Pro/Builder:** Share your latest "Agentic" workflows, swap tips on self-hosting, or help troubleshoot a tricky expression.
* **The Business Owner:** See how Melbourne SMEs are using automation
AppSec Aus Melb #15 - State of Application Security: 2025 Trends, 2026 Strategy
**Event Confirmation Form!**
âĄď¸ We kindly request you fill out this **event confirmation form** to confirm your attendance for the event and your dietary requirements - [https://forms.gle/QwVc4QifPJqfvkd4A](https://forms.gle/QwVc4QifPJqfvkd4A)
\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-
## **What's On? đ**
**Panel:** State of Application Security: 2025 Trends, 2026 Strategy
**Speakers:**
* Jason Liyanage - Application Security Lead, Sportsbet
* Louis Nyffenegger - Founder and CEO, PentesterLab
* Raafey Khan - Director of Application Security, CyberCX
**Abstract:**
Application security is evolving faster than ever. This panel brings together practitioners, security leaders, and strategists for a candid look at what shaped AppSec in 2025 and what organizations are prioritizing in 2026.
**The discussion will cover:**
* **Vulnerability Trends** â What spiked, what persisted, and what caught teams off guard in 2025
* **Emerging Technologies** â New tools and capabilities are reshaping how applications are built, tested, and defended
* **What Worked** â Strategies and approaches that genuinely moved the needle for security programs
* **What's Next** â Bets organizations are placing bets for 2026, from new toolchains to shifting security culture
Whether you're a hands-on practitioner or a security leader, this session offers grounded insights and forward-looking perspectives to help navigate the year ahead.
***
*Placeholder abstract â subject to refinement once panelist details and discussion themes are confirmed.*
## **Location** đ
Atlassian Melbourne
Queens & Collins Building, Level 20, 100 Queen Street, Melbourne VIC 3000
## **Agenda â°**
* 5:30 - Food is served
* 6:15 - Session start
* 7:30 - Post-event networking
\-\-\-
Note: Please complete the event confirmation form: [https://forms.gle/QwVc4QifPJqfvkd4A](https://forms.gle/QwVc4QifPJqfvkd4A)
Internet of Things Events This Week
Discover what is happening in the next few days
Expressions of Interest - Tramping New Zealand - Summer 2026
Hi All
Having recently led a group of 9 in completing the Overland Track in Tasmania, Iâm looking to expand my horizons and do my first international hike. Not too far, but thinking across the ditch to do some world class walks in New Zealandâs Southern Island. Iâm very keen on the following Great Walks.
1. **Milford Track** \- Billed as âthe finest walk in the world' \- Take a journey along valleys carved by glaciers\, wander through ancient rainforests and admire cascading waterfalls\. Youâll follow a historic route through Fiordland National Park\, part of Te WÄhipounamu â South West New Zealand World Heritage Area\, before reaching your final destination\, the spectacular Milford Sound/Piopiotahi\.
53.5km over 4 days/3 nights and staying in huts along the way.
Hut Fees: $390 (2025 price)
For further Information: [https://www.doc.govt.nz/parks-and-recreation/places-to-go/fiordland/places/fiordland-national-park/things-to-do/tracks/milford-track/](https://www.doc.govt.nz/parks-and-recreation/places-to-go/fiordland/places/fiordland-national-park/things-to-do/tracks/milford-track/)
2. **Routeburn Track** â The Routeburn Track is the ultimate alpine adventure, taking you through ice-carved valleys and below the majestic peaks of the Southern Alps/ KÄ Tiritiri o te Moana. A short trip from bustling Queenstown, this Great Walk links Mount Aspiring and Fiordland National Parks in Te WÄhipounamu â South West New Zealand World Heritage Area. Weaving through meadows, reflective tarns and alpine gardens, youâll be rewarded with spectacular vistas over vast mountain ranges and valleys.
33km over 3 days.
Hut Fees: $240 (2025 price)
For further Information: [https://www.doc.govt.nz/parks-and-recreation/places-to-go/fiordland/places/fiordland-national-park/things-to-do/tracks/routeburn-track/](https://www.doc.govt.nz/parks-and-recreation/places-to-go/fiordland/places/fiordland-national-park/things-to-do/tracks/routeburn-track/)
Backup option if one of these sells out could be the Kepler Track. 3 days, 60Km loop track. $240 NZD.
Note that both of these hikes can be taken leaving Queenstown and I am envisaging a rest day in Queenstown between hikes to rest, recover, restock and sleep before the second hike,
**Bookings for the Great Walks** go on sale for the Routeburn on the 22nd of May and Milford on the 28th May. I will be on-line to make the group bookings as soon as the bookings open and will do my best to secure the bookings as discussed above. Iâm hoping to make a group booking for around 10 people on these dates, so if intending in coming I will need payment for the hut fees by the 20th May. An exact itinerary will be worked out once the huts are booked, although I am thinking of including a 2 night stay in Queenstown between hikes to rest, recuperate, eat and restock.
**Approximate Major Cost:** $1854 - $2500
Refer to attached image showing price discovery as at 14/04/2025. Note this is just to give an idea on costs, actual costs will vary with exchange rates and also we may be able to organize group booking discounts etc. Also will depend upon accommodation and flights options to be discussed and considered as a group.
I've assumed an early flight (6am, cheapest @ $375) and three nights budget accommodation in Queenstown. Happy to reconsider these options after further discussion with those that sign-up. Volunteers to help research/organize these options would also be awesome - divide and conquer so they say! Also expect bookings for Flights, Travel Accommodation to be organized via the Whatsapp group throughout June/July. Iâm not sure if things will book out, so we will book early, as a group to make sure everything runs smoothly. Further payments will therefore be required as we organize these together.
**Dates of Travel:** I understand that the ideal time to hike these tracks is in February, so my intention is to make the hut booking for Late February, Early March 2026. Exact dates to be confirmed once huts are locked in. Effort will be taken to avoid NZ school and public holidays.
**Training and Lead-up Practice Hikes:** As with the Overland track I will organize a series of practice hikes in the months leading up to this hike. These will usually be scheduled for the first weekend of each month from Oct through to February and will be at destinations around Victoria, such as Wilsons Prom, Great Ocean Walk (partial) , Great South West Walk (partial), Grampians etc. ***If signing up for the New Zealand hike you must commit to coming to at least some of these lead-up hikes.*** This is to ensure that you have the right equipment, fitness level and attitude to make the New Zealand hike an enjoyable experience for everyone.
**[Medical cover](https://www.comparethemarket.com.au/travel-insurance/medical-only/):** Australia and New Zealand have a [Reciprocal Health Care Agreement](https://www.comparethemarket.com.au/travel-insurance/reciprocal-health-care-agreement/) with each other, and will typically cover emergency medical treatment. Additional Travel Insurance may be considered.
**To Register Your Interest:**
1. RSVP to this event in the meetup app, and
2. **IMPORTANT**: Join the following Whatsapp group created specifically to organizing this trip: [https://chat.whatsapp.com/H6T2pTK6e7c3LZJXGLQgFH](https://chat.whatsapp.com/H6T2pTK6e7c3LZJXGLQgFH)
3. **IMPORTANT**: Numbers are limited to approx. 10 people. These will be the first 10 people who confirm their intention to attend and who transfer me the money to be part of the group booking for huts. This needs to be done before the 20th May,
**Cancelations:** Everyone will book their own flights, so cancellations for flights will be as per airline policy. I do suggest that we all travel together on the same flight. A number of group bookings will be made, including for the huts, and possibly also for accommodation and busses etc. If you are unable to attend every effort will be made to find a replacement and/or to organize refunds where possible, but this may not be possible if cancellations are made within the last month.
**Questions:** Please post questions via the comments here, or to the Whatsapp group shown above.
Look forward to some of your company on a new hiking adventure in 2026!
Cheers
Stephen Hallyburton
**Disclaimer:** By signing up to this event you accept that you are solely responsible for yourselves and your guests. You agree that you are responsible for assessing your and fitness level before deciding to attend any event or activity. You also agree to hold free from liability the organizers and event hosts of this group for any accident, incident, event cancellation or resulting physical, health or emotional consequences for you and your guests from participating in the event.
At the end of the day, we are just likeminded people getting together for a fun shared activity and are each solely responsible for ourselves.
1. Glitter nail polish vs the Evil Maid, the Story 2. I put CVE in your CVE
**\*\* NEW VENUE \*\***
Room 080.02.002 at RMIT (Building 80) - 445 Swanston St, Melbourne
**\*\* NEW VENUE \*\***
**Glitter nail polish vs the Evil Maid, the Story - @hoodiePony**
The Evil Maid attack vs the Glitter nail polish tamper evident seal; recommended by many as one of the best defences in detecting tampering. But, what if it isnât as infallible as we think it is? What if, a real maid could learn and do it without any lengthy specialised training? In this story, weâll do a speedrun of the techniques used to bypass tamper evident seals and how the previously impossible to bypass Glitter Nail Polish seal was bypassed. It's an introduction to the field of tamper evident seals bypass.
**I heard you like CVEs, so I put CVE in your CVE! Speaker: @Snyff (Pentesterlab.com)**
Too many people read a CVE to populate a risk register and decide when, or if, they should patch. Whatâs the fun in that? In this talk, we will do the opposite. We will take the patch diff, understand what it tries to block, then try to bypass it.
**Streaming**
If you can't attend the event in person the talks will be streamed in the "ruxmon-stream" voice channel in the Ruxcon Discord in the day of the event! (join now by clicking here: [https://discord.gg/g2CpEbkXmM](https://discord.gg/g2CpEbkXmM)
Graduate Pathways in AI: Latest Tools, Prompt Engineering & LLMs
## Overview
Join us in person to explore the newest AI tools, master prompt engineering, and dive into large language models!
## Join Us for Graduate Pathways in AI!
Ready to dive into the world of AI? Come explore the latest tools, get hands-on with prompt engineering, and uncover the magic behind LLMs (Large Language Models). This is an in-person event perfect for grads looking to boost their AI game. Don't miss out on networking, learning, and having fun with fellow AI enthusiasts!
**Agenda**
6:00 PM - 6:15 PM
Arrival + food + networking
Check-in, pizza/soft drinks, quick intros.
6:15 PM - 6:25 PM
Welcome + session framing
What youâll learn, how to use the session, and how Q&A/breakouts will work.
6:25 PM - 6:45 PM
The LLM landscape in 2026 (practical view)
What LLMs are good at vs. not good at. Common workflows teams use (research, analysis, content, coding assistance). Tool categories (models, chat UIs, notebooks, agent frameworks, evaluation/testing).
6:45 PM - 7:05 PM
Prompt engineering + agentic AI (live examples)
Prompt structure you can reuse: role, task, context, constraints, examples, evaluation. How to iterate: compare outputs, check assumptions, reduce hallucinations, get citations/traceability. Agentic workflows: when an âagentâ helps (multi-step tasks, tool use, memory) and when itâs overkill.
7:05 PM - 7:20 PM
Breakout circles (small groups)
7:20 PM - 7:27 PM
Resources + next steps
Share resource pack: tool list, learning roadmap, project ideas, evaluation checklist.
7:27 PM - 7:30 PM
Surprise + close
Surprise reveal and thank you
Catch the Flag â Catch-Up Session (Melbourne)
Missed **Fetch the Flag 2025** but still want to take on the challenges? Join us in Melbourne for a local, in-person Catch the Flag â Catch-Up Session!
This meetup is designed for those who couldnât attend the live virtual event but still want to roll up their sleeves and hack through the challenges together with the local community.
**About Fetch the Flag**
Hosted by Snyk and NahamSec, Fetch the Flag is a global virtual Capture the Flag (CTF) competition that brings together security enthusiasts from around the world.
Following a hugely successful 2025 edition:
2,500+ participants,
93 countries represented,
Hands-on challenges for all experience levels,
The competition featured 15 practical security challenges across areas such as:
Web security,
Binary exploitation,
Exploitation techniques,
And more,
Now itâs your chance to experience the challenges locally with fellow Melbourne hackers.
\-\-\-
**What to Expect at the Melbourne Catch-Up**
Work through 15 CTF challenges at your own pace,
Collaborate with others or hack solo,
Share techniques, hints, and learning moments,
Connect with the local security & DevSecOps community,
Whether you're new to CTFs or a seasoned player, thereâs something here for you.
\-\-\-
**Prizes**
Weâll have gift cards for the winners, so bring your A-game!
\-\-\-
**Bring Your Team (Optional)**
You can:
Compete individually,
Form a team (up to five members),
Or join forces with others on the day,
\-\-\-
If youâre looking for hands-on security practice, community connection, and a bit of friendly competition â this session is for you.
Melbourne BitDevs
Melbourne BitDevs is an in-person meetup held monthly for discussing: Bitcoin software, tools, research, protocol upgrades (BIPs), mining and more. âĄđť
Held on the last Thursday of the month. Current venue is upstairs at the Fox Hotel in Collingwood.
Arrive anytime from 6pm, with a **prompt start at 6:30**.
Website: https://bitdevs.com.au
Telegram: https://t.me/btcmelbourne
Discussion topics (please add!):
https://github.com/MelbourneBitDevs/MelbBitDevs/issues/
What is the Meaning of Work in the Age of AI
Please join us this Sunday as we discuss work, labour, machines and the good life. Ilya will be leading this session. It's a big topic and we are likely to continue talking about it next Sunday.
**We will meet at the Queensberry Hotel, 593 Swanston Street, Carlton (100m north of previous location) at 2pm for a 2:15pm start sharp.**
**We kindly ask attendees to pay $5 to attend to help with MeetUp costs & venue costs. This is not mandatory, but if you are a regular member it would be appreciated. Any extra moneys will go towards buying food and drinks for the table. The venue also expects us to spend money as a group, so grateful if everyone could buy a drink from the venue.**
There is no pre-requisite preparation necessary, nor a philosophical background, all that is required is a curious mind. These discussions are both a Socrates Cafe style discussion and lively metaphysical dojo, in the spirit of learning and friendly debate, so please feel free to challenge assumptions and be prepared to have your own assumptions challenged.
Find below some questions to consider, however these are free-ranging events and the below serve as a springboard for the discussion:
**Why we work**
1\. If there was no economic necessity â would you still choose to work?
2\. Would you do similar work to what you currently do or something else?
3\. What is âworkâ as opposed to leisure or other activity?
4\. Is doing work essential to living a âGood Lifeâ?
5\. Do you feel guilty when not working?
6\. Is becoming competent at a profession important for identity formation?
**Paradox of productivity**
7\. Why is it that no matter how much the economy is industrialised and automated\, there have always been enough new jobs created to keep unemployment low?
8\. In 1930\, the prominent economist John Maynard Keynes predicted that within 100 years technological improvements would result in a 15\-hour work week\. Why hasnât this happened?
9\. We live in a society where much has been simplified to âa click of a buttonâ\, yet why do we feel busier than ever?
10\. Has the removal of bottlenecks caused us to live at a more frenetic pace?
11\. Does difficulty and friction create meaning? Do resistance and constraint force us to slow down and better appreciate life?
**Work in my backyard**
12\. To what degree does work \(and associated competition\) function as a necessary âsorting mechanismâ for status and resources?
13\. Competition for many jobs â especially those that are prestigious \- is increasingly global\. Has it become harder for people who want a ânormalâ job \(and the good life\)?
14\. How does the globalisation of work affect how we see the ârelevant moral communityâ\, such as between Australia and developing nations?
15\. Is globalised work a trend towards greater justice or injustice?
**Augmented Indolence?**
16\. While the advent of every technology introduced thus far has not reduced human labour in aggregate\, with AI will it finally be different this time?
17\. If AI replaces numerous types of jobs wholesale\, what new work may be created \(or greatly expanded\) for humans to do?
18\. If aggregate human labour was drastically reduced\, is it more likely that people will feel liberated from economic necessity\, or beset by a crisis of meaning?
19\. What is worse â a life of constant work\, or no work at all?
Hope to see you there!
AI & Technology Pitch Night Melbourne
**Attention attendees!**
**To register, use** [Luma](https://luma.com/ku860ekb)
Warning:
The meetup is not a platform for RSVP registration; for this, you need to follow [thisLink ](https://luma.com/ku860ekb)to purchase a registration ticket.
The meetup is one of the platforms through which we offer participation in our events.
**Startup Valley â Melbourne**
A curated pitch night for startup founders, operators, angels and VC partners.
We design these sessions to help founders sharpen their thinking through direct, candid feedback â and to give strong investors access to serious teams.
**What happens:**
⢠4-8 startups pitch live and receive feedback from angels and VC partners
⢠Feedback focuses on real decisions and next steps â not surface-level opinions
⢠Investors stay in the room before and after pitches
⢠The format leaves space for real conversations, not rushed networking
⢠Attendance is limited to keep the room focused
Designed for clear thinking, not noise.
**Who youâll meet:**
* Startup founders
* Angel investors and VC partners
* Operators in marketing, sales, and tech
* AI engineers
* Local and international founders
* AI Experts
* Founders from Europe, Asia, and the United Kingdom
**Practical details**
**For investors:**
We invite angel investors and VC partners to participate as judges and contributors.
**To become a judge,** and get early access to our startups database, please fill out th[ the form](https://docs.google.com/forms/d/e/1FAIpQLSc8CVqvhQJu-AcclIF6PCuwjL4YpQt4w0FchGSoutRkt58v4g/viewform).
Join the judge table, meet other investors, and see what teams are building early.
Founders need your experienced view.
**For pitching startups:**
Startups selected to pitch will present live on stage and receive feedback from investors.
**After purchasing a ticket:**
Please[ submit your pitch deck](https://docs.google.com/forms/d/e/1FAIpQLSchcZr9gCNJh0RLiKBgbdbDBKEOc-92LNySkzHf8qGPHg5Wpg/viewform) and ensure it is open for viewers.
**Agenda**
**18:00 â 18:30**
**Registration**
Guests register, receive badges, and event programs. This is an opportunity for casual networking, making first connections, and preparing for the event.
**18:30 â 19:30**
**Event Kickoff & Interactive Networking**
Official welcome from the organizers with a brief overview of the event goals and schedule. Interactive networking helps participants set their objectives and connect with key contacts.
**19:40 â 20:20**
**Startup Pitch Session**
Startups present their projects to investors and experts. Each team has 5 minutes to pitch, covering the project's core idea, business model, and target market.
**20:20 â 21:00**
**Chill & Networking**
Participants enjoy casual conversations with investors, discuss collaborations, and exchange ideas over refreshments.
Internet of Things Events Near You
Connect with your local Internet of Things community
Columbus Arduino Raspberry Pi Enthusiasts (CARPE) (Check Location)
Bring your Raspberry Pi, Arduino, microcontroller, or any other electronic project and join fellow electronics makers for a night of creativity and collaboration!
This session is open forum to share your current projectsâwhether complete or in progress, itâs all interesting! Whether youâre deep into embedded systems, exploring new ideas, or just getting started, youâll find a welcoming space to collaborate, share, and get inspired.
**New to electronics or curious about tinkering?**
Youâre absolutely welcome. If youâre a beginner and want to experiment, Iâll have a couple of starter kits available so you can try things outâwhether thatâs blinking your first LED, putting something on a display, or experimenting with simple sensors. No pressure and no experience requiredâjust an interest in learning and building.
While we continue to pursue a more permanent venue for this Meetup, weâll be using public library facilities based on availability. This session will be at the Worthington Park Library in the Olentangy Meeting Room.
Agile Coaching Circle -- IN-PERSON
Join other experienced and aspiring agile coaches and professionals to:
* develop and practice your coaching skills in a peer-to-peer environment
* share current successes and challenges in your work environment and get support from each other
* learn from each other, build better relationships and experiment with new ideas
Connected Westerville Night of Networking!
Connected Westerville Night of Networking flips the script on networking, with surprises and connections that'll make you say, "Who knew networking could be this much fun?!"
Spec-Driven Development with GitHub Spec-Kit - Barret Blake
**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**
*Spec-Driven Development with GitHub Spec-Kit: From Intent to Implementation*
Spec-driven development flips the traditional workflow on its head: instead of code being the source of truth, the specification becomes the backbone of design, collaboration, and delivery. In this session, weâll explore how GitHub Spec-Kit enables teams to treat specifications as first-class artifactsâliving documents that drive architecture, implementation, and verification.
Youâll learn how Spec-Kit helps teams clearly express intent using structured, version-controlled specs that live alongside code. Weâll walk through a practical workflow that starts with defining system behavior and constraints, then progressively refines those specs into testable, automatable outcomes. Along the way, weâll show how specs can reduce ambiguity, improve cross-functional collaboration, and make design decisions explicit before a single line of production code is written.
This talk will cover:
--What spec-driven development is (and what it isnât)
--How GitHub Spec-Kit fits into modern developer workflows
--Using specs to align product, engineering, and AI-assisted development
--Real-world examples of turning specs into implementations with confidence
Whether youâre building greenfield systems, integrating AI into your stack, or trying to reduce costly rework, spec-driven development offers a scalable way to move faster without sacrificing clarity. Attendees will leave with concrete patterns and a clear mental model for adopting GitHub Spec-Kit in their own projects.
**YouTube Link**
TBA
Data & Analytics Wednesday - Google Analytics Alternatives
**Google Analytics Alternatives**
Is it finally time to make the switch away from Google Analytics? Two-and-a-half years ago Jason Packer asked this question at Columbus Web Analytics Wednesday.
Since then: Googleâs Universal Analytics has been sunset, weâve changed our name to Columbus Data & Analytics Wednesday, and Jason has released two editions of his book âGoogle Analytics Alternativesâ.
Fresh off the release of the 2nd edition of his book, we thought it was time to re-open this conversation. While people love to complain about it, GAâs market share has remained relatively constant (at least in the United States). Why is that? You wonât find any complaints about GA4 in this talk, but rather an overview of whatâs currently available in the market and how to frame your decision-making process.
Weâll also be giving out some free copies of Jasonâs book! So even if youâve got a âGA4Lyfeâ tattoo (no judgement), thereâs free books to go with the free pizza and beer.
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)
Coworking w/ IxDA at Junto
Join us and work remotely together with like-minded UX folks. This is a last minute opportunity to get out at one of our favorites, [Junto](https://thejuntohotel.com/)! Plenty of seating is available in addition to a connected coffee shop and restaurant.
I will be there 10-12 for sure, maybe longer. Feel free to come and go anytime during the day, and don't forget your charger and headphones!





























