IaaS (Infrastructure as a Service)

# **🎉 Melbourne AWS User Group –** February **Meetup 🎉** **📅 Wednesday, 25 February** **📍 NAB Events Hub – 395 Bourke Street, Melbourne** **⏰ Food at 6:00 pm, talks from 6:30 pm (with live stream)** We’re kicking off 2026 properly with a deep technical session and another exciting speaker announcement coming soon 👀 This month we’re diving into Kubernetes networking changes that could directly impact your clusters — especially if you’re running Ingress-NGINX. This month’s lineup features: * **Gokul Venugopal** returning with a Level 300 session on the retirement of Kubernetes Ingress-NGINX. * **Warwick Wilson** shares lessons from running and evolving a production AWS Serverless orchestration platform over three years. A huge thank you to our sponsors: 🥇 Mantel Group – Gold Sponsor, 🥈 Cevo – Silver Sponsor, 🏛 NAB – Venue Sponsor The event will be **live-streamed on YouTube** as always. *** # **🗓️ Agenda** * **6:00 pm** – Food & Socialising * **6:30 pm** – Introductions * **6:40 pm** – What’s New in AWS * **6:55 pm** – The Retirement of Kubernetes Ingress-NGINX (Level 300); Speaker: **Gokul Venugopal** * **7:25 pm** – Almost Serverless Spatial (Level 200); Speaker: **Warwick Wilson** * **7:55 pm** – Marketplace (Who’s Hiring) * **8:00 pm** – Networking + Close *** # **🎤 Talk Details** ## **The Retirement of Kubernetes Ingress-NGINX: Impacts, Risks, and Next Steps** Speaker: Gokul Venugopal Level: 300 Description: Ingress controllers are foundational to how traffic flows into Kubernetes workloads — but with the announced retirement of Ingress-NGINX, many teams are asking: what now? In this session, Gokul will cover: * A refresher on Kubernetes Ingress and the role of Ingress-NGINX * What the retirement means in practice * Risks for existing clusters * Migration paths and available alternatives * Pros and cons of the major options If you’re running Kubernetes in production, this is one you don’t want to miss. *** ## **Almost Serverless Spatial** Speaker: Warwick Wilson Level: 200 Description: Warwick manages a Spatial Data supply and distribution platform for DTP, an AWS Serverless orchestration that has now been in production for nearly three years. In this session, Warwick will walk through: * The original architecture and design decisions * How the AWS Step Functions workflows started simple * How they evolved over time as production realities set in * Lessons learned operating and refining long-running serverless orchestration If you're running or designing Step Functions in production, this is a practical, experience-driven session you won’t want to miss. *** # **🙌 Want to Speak at a Future Meetup?** We’re always looking for new speakers and believe everyone has an interesting talk waiting to be shared. If you’d like to present at a future event, reach out at the meetup, via our website: 👉 [https://melb.awsug.org.au/speak/](https://melb.awsug.org.au/speak/)

Hey everyone! If you're looking for a 5-a-side game, we have it happening **at East Caulfield Reserve every Wednesday, from 6-7 pm**. To join us, download the Stranger Soccer app and use the code **WELCOME** to book your first game for free if you're playing with us for the first time. We look forward to seeing you at the pitch then!

Hey everyone We are putting on an in person OpenShift meetup on Wednesday 25 Feb. Come and join us to hear the latest capabilities for OpenShift 4.21, Roadmap, Virtualisation, GPU, AI & MCP servers and more. Having just returned from Red Hat One in Vegas we have a lot to share of what we have seen happening around the world. Its the usual time starting at 6pm with a 7:30pm finish as well as drinks and pizza! Look forward to seeing you there. OpenShift Meetup team https://www.redhat.com/en/blog/achieve-more-red-hat-openshift-421

**Would you like to improve at public speaking, in a fun, supportive environment?** Come along to Toastmasters to learn how to write and deliver speeches, and have fun doing it! Please visit [www.maccabitoastmasters.org.au](http://www.maccabitoastmasters.org.au/) and register your interest to attend in person via the **Contact Us** tab on the webpage. We kindly ask that you arrive on time to avoid any disruption to the meeting. **About Maccabi Toastmasters** Maccabi Toastmasters encourages people of all ages and backgrounds to overcome public speaking nerves and to become confident and accomplished speakers! * Would you like to improve your public speaking and presentation skills for work or school? * How about overcoming the anxiety and challenge of providing constructive feedback and performance evaluations at work? * Maybe you're looking to change jobs and would like to brush up on your communication skills and really impress the interviewer? * Are you feeling anxious about an up-and-coming speech you have to give at a special event? A Birthday, Wedding, Anniversary, Bar Mitzvah/Bat Mitzvah, Engagement Party or Corporate function? * Would you like to improve leadership skills? * Maybe you're just looking to have fun by sharing your thoughts and stories in a entertaining and friendly social environment? If you answered YES or MAYBE to any of the above, then you've found the right club! Join us at our next meeting and see how friendly and entertaining our club is. Just come along and have some fun! **What to know before attending a meeting** Please **visit www.maccabitoastmasters.org.au/directions.html** for meeting information and directions. Our website is a great starting place to find out more about the club and what to expect when attending your first meeting. To assist us in running the meetings smoothly, we kindly ask you register your interest at least one day before attending. Please note that video recording of the meeting or speaker is not allowed, with exception granted only by written permission from the club executive committee.

RSVP on our Meetup event >> https://www.meetup.com/gdg-melbourne/events/313164035/ RSVP Codeword: NEWYEAR Get ready for our first monthly meetup of the year! This event is hosted at the Mantel Group Office, with the recording of the talks to be shared afterwards on YouTube if you can't make it. There will be food, networking and some surprise swag! Agenda: 6:20 - Intro 6:30 - Talks 8:00 till late - networking & chat (& drinks optional) Talks and Speakers: Kotlin → C#; Experimenting with Cross-Runtime Interop by Isuru Rajapakse, Senior Android Developer at Motorola Solutions Kotlin is a warm, cozy blanket of null safety and garbage collection so that we don't gave to get our feet wet. But what happens when you rip that blanket away, compile your Kotlin code down to a C static library, and try to use it in a .NET application? I did it so you don't have to. And I brought the stack traces to prove it. From Hype to Hands-On: Building Smarter Apps with the Agent Development Kit by Lovee Jain, Google Developer Expert - Cloud | Senior Software Engineer @Prezzee AI agents are more than hype — they’re a new way to design applications. In this talk, we’ll take a practical look at the Agent Development Kit (ADK) and how developers can use it to orchestrate multi-agent workflows. We’ll explore agent types, chaining strategies, and how to integrate tools and context effectively. The session includes a demo of a point-based buying agent that showcases how agents can interact, make decisions, and deliver value in a real-world scenario. Expect less buzzword, more code, and practical lessons you can apply in your own projects. Agentic DevOps: I Gave AI Agents root access to a VM – Here’s What I Learned by Bishal Sapkota, Software Engineer | AI Solutions Architect | Co-founder at Outback Yak Real Automation, self patching, persistent memory, cron jobs, and the obvious loaded gun. How to find us: Doors open at 5:45 PM at our host the Mantel Group, Level 2/452 Flinders St Melbourne. Message via Meetup or Slack if you are arriving after 6:00 as the lifts won't let you up.  This is an in-person only event. If you have any accessibility requirements please reach out via the Meetup or Slack to the organiser group to discuss and we will do our best to help you out. Agenda --- Hosted By Katie Barnett, GDE Android / GDG Organiser Katie is passionate about all things Android. She has taken on a wide variety of challenging projects including in the live event, media and travel space. Her favourite thing is to see someone having a delightful experience using something she has worked on. Katie is very active in the development community, she is a Google Developer Expert for Android, one of the organisers of GDG Melbourne and is a Women Techmakers Ambassador. She frequently runs events, speaks on technical and non-technical topics and enjoys writing blog posts to share her experience with others. Katie is based in Melbourne, Australia but loves to travel the world and outside of tech she enjoys boardgaming and attempting to finish many craft projects. Suesi Tran, Senior Flutter Developer Google Developer Expert in Dart, Flutter & Firebase, Women Techmaker Melbourne ambassador, GDG Melbourne & Flutter Melbourne co-organiser. In short: Flutter is love, and mobile is life. Poornima Sivakumar, GDG Organiser Lovee Jain, GDG Organiser Lovee is a Software Engineer at Prezzee, a GDG Melbourne Organiser and also a Women Techmakers Ambassador. A tech inquisitive philomath, she loves problem solving and solution design. She has worked at a city council where she developed a lot of useful system integrations and while at Prezzee she develops and works on multiple gift card solutions to cater the B2B2C market. Zach Jensz, GDG Organiser Passionate about the web, seamless UX and accessibility. I love attending meetups, find me and come say hi! Ujjawal Raj, GDG Organiser Bramley Turner-Jones, GDG Organiser Yuba Raj (UV) Panta, GDG Cloud Organiser Kartik Arora, Android Engineer Google Developer Expert in Android Android Engineer @ Bilue Carolyn Ai Chi Wong, Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-melbourne-presents-gdg-melbourne-february-2026-meetup/.

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! 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 meet on the 2nd and 4th Wednesdays of each month at Beaumaris library. 🕢 Time: Arrive from 7:30 PM for a 7:45 PM sharp start ⏳ Finish: Around 9:30 PM 📍 Location: 96 Reserve Road, Beaumaris (inside the building next to the library) https://sandbelttoastmasters.com.au Looking forward to seeing you there!

Andrew Herd is facilitator of the KM Landscape, a volunteer effort to capture the broad vocabulary of KM and related terms and reduce the confusion around shared concepts around the world in our discipline. As part of this work, some amazing and diverse thinking has been shared and out of that Andrew started to realise that a lot of knowledge concepts can be boiled down to two distinct areas: transactional and relational. He started with the DIKW pyramid with Data and Information being transactional and Knowledge and Wisdom being Relational but he has take the concept far beyond there and this month we are kicking off the year getting our heads around why automating the transaction world with AI might leave some pretty big gaps to fill and what we are KM professionals can do about it. This event is hybrid with Andrew joining online from Belgium. Thanks again to MinterEllison, who host the amazing space we meet in each month. **Session Details:** * **Date & Time:** 6:00pm AEDST, Fourth Wednesday of each month * **Format:** Virtual session on Teams * **Agenda:** * 6-6:30 pm networking * 6:30-7:45pm exploration of the topic * 7:45-8pm wrap up * 8pm dinner for those interested. KMLF has run monthly, almost uninterrupted since 1998, serving the Victorian Knowledge Management community with close ties to Change Mgt, Records Mgt, Information Governance and Academic communities.

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! 📅 Agenda 📅 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 – 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!

Want to be able to articulate your thoughts with clarity and precision? Want to overcome your public speaking anxiety and become a confident presenter? Want to develop leadership skills and become a better communicator? Join Elsternwick ToastMasters Club! Toastermasters is a not-for-profit organisation that is run by volunteers. We provide a supportive and positive learning experience in which members are empowered to develop communication and leadership skills, resulting in greater self-confidence and personal growth. We have meeting regularly, each meeting has a range of activities for you to participate in, such as impromptu speaking, prepared speech, debate,etc. You will also receive constructive feedback which helps you improve your performance. Guests are welcome! We offer three meetings for free to our guests before joining as a member,so you can get a taste of how ToastMasters works and decide if it's right for you. When: 2nd and 4th Thursday, 7pm-9pm Where: 450-452 Kooyong Rd, Caufield South Visit our website to find out more: https://elsternwick.toastmastersclubs.org/ Send us an contact form through our website to reserve your spot if you'd like to attend our meeting as a guest.

**Important notice - Please use this link to register for the meetup** **https://luma.com/w01uummz** **Site Reliability Engineers vs Platform Engineers: Who Owns What?** Join us for a dynamic panel discussion exploring the evolving landscape of infrastructure and operations roles in modern tech organizations. As companies scale and technology stacks grow more complex, the lines between Site Reliability Engineering (SRE) and Platform Engineering can blur, overlap, or diverge entirely depending on organisational needs. This session brings together practitioners from both disciplines to unpack the core responsibilities, shared territories, and distinct ownership areas of each role. But here's where it gets interesting: ownership boundaries vary dramatically across organizations. At some companies, SREs build the platform. At others, Platform Engineers handle production reliability. Many teams share responsibilities for Kubernetes, observability tools, infrastructure as code, and deployment automation. Company size, maturity, culture, and technical stack all influence how these roles are defined and what each team owns. Our panelists will discuss real-world examples of how their organizations have drawn these boundaries, where collaboration is essential, where conflicts arise, and how to think about structuring these teams for success in your own context. Whether you're an SRE, Platform Engineer, engineering leader, or simply curious about these evolving disciplines, you'll leave with clarity on the distinctions, insights on common patterns, and practical perspectives on making these roles work together effectively.

**Event Confirmation Form!** ➡️ 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? 👀** **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** — What spiked, what persisted, and what caught teams off guard in 2025 * **Emerging Technologies** — New tools and capabilities are reshaping how applications are built, tested, and defended * **What Worked** — Strategies and approaches that genuinely moved the needle for security programs * **What's Next** — 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 — subject to refinement once panelist details and discussion themes are confirmed.* ## **Location** 📍 Atlassian Melbourne Queens & Collins Building, Level 20, 100 Queen Street, Melbourne VIC 3000 ## **Agenda ⏰** * 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)

### **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" event—no 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 you’ve heard of n8n but haven't started yet, come see what’s 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

Come join us for our first workshop of 2026! Join **Women Coders** for an interactive workshop where you'll learn to build on and use Azure AI with all its agentic AI capabilities. Connect to and leverage various models across the platform to fit your use case and scenarios and power agents. This will be an in-person, hands on workshop **What You'll Learn:** **🛠️ Hands-on coding** with step-by-step guidance to Azure AI platform 💡 **Expand your skills** with resources to deepen your understanding of GPT models and how to leverage them **🫱🏽‍🫲🏼 Network** with like-minded professionals in a supportive environment. **Who Should Attend:** * Women in tech passionate about AI * Developers looking to get across Azure AI * Anyone interested in coding and innovation **What to Bring:** Please bring your laptop - we'll use Azure platform on the day. Please have a subscription set up if you would like to code along on the day. A free trial can be accessed here: [https://azure.microsoft.com/en-au](https://azure.microsoft.com/en-au) **About the speaker:** [Akanksha Malik](https://www.linkedin.com/in/akankshamalik96/) is a Managing Principal at IRIS by Argon & Co, a Microsoft AI MVP and an international speaker. As the founder of Paths Uncovered, she is dedicated to showcasing non-traditional routes into technology, encouraging diversity and inclusion in the industry alongside consulting work. After studying Financial Maths and Actuarial Science at UCC, Ireland, she realised she wanted to work with people as well as numbers. As a consultant, she works with clients to help them solve problems by making more informed decisions with data. Her belief in making technology, particularly AI, accessible to all is evident through the numerous community events, meetups, and conferences she organises. She is the co-founder and director of Women Coders alongside Gretch, dedicated to building a more equitable world. **Sponsors:** This event is sponsored by IRIS by Argon&Co, who are hosting and catering for us on the night!

[iHarvest Coworking Sunshine](https://iharvestcoworking.com.au/) is holding a free open day this Friday so local start-ups, entrepreneurs and small business operators can experience what co-working in our professional and contemporary office suite is all about. Come see for yourself! **Date:** Friday 27 February 2026 **Time:** 9:00am - 5:00pm **Where:** [iHarvest Coworking - L4/301 Hampshire Rd, Sunshine VIC 3020](https://share.google/k7JuK4BTXM6igsfPk) Light refreshments provided.

We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.

Excited to share that AWS Cloud Club's first meeting will take place on Thursday, February 26th at 5pm - 6pm! We’re collaborating with [Big Data & Analytics Association](https://www.linkedin.com/company/big-data-analytics-association/) to host [Alok Jha](https://www.linkedin.com/in/alok-jha-42abb928/), Head of Product Management for AWS Intelligent Application Protection at Amazon Web Services, for a tech talk + Q&A on his journey in leading cutting-edge innovation in industry. If you’re interested in cloud, cybersecurity, AI, or product management, this is a session you won’t want to miss. Make sure to join our Meetup and GroupMe to stay up to date for future events and collabs!

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **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

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

**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, we’ll explore how GitHub Spec-Kit enables teams to treat specifications as first-class artifacts—living documents that drive architecture, implementation, and verification. You’ll learn how Spec-Kit helps teams clearly express intent using structured, version-controlled specs that live alongside code. We’ll 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, we’ll 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 isn’t) --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 you’re 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

Meeting @ Improving's office in Downtown Columbus, near Cosi. Parking is paid, food & drink are free! This time we're hanging out after the long winter break. We are going to look at a group-member's project used to help learn the fundamentals of Go, and if time allows, we can take a look at how we like to build Go projects using AI.