API

Starting the year with exciting topic: * **Topic:** Event Streaming with GCP DataFlow * **Date:** Thursday 19th February 2026 at 6.00 pm - 8.00 pm * **Networking:** 6 pm - 6.30 pm and 7.20 - 8 pm * **Presentation Time**: 6.30 pm - 7.20 pm *(includes welcome, presentation 30 mins & community marketplace)* * **Location:** Fabric Group, Level 9, 446 Collins Street, Melbourne VIC 3000 * **Ticket:** Free of cost, however, registrations and RSVP are required! * **Sponsor:** Fabric Group, Thoughtworks **Event Streaming with GCP DataFlow** Learn about real time event streaming using GCP stack! This scalable event consolidation service orchestrates the real-time processing of millions of distributed data points into unified events. Built on GCP Dataflow and Pub/Sub, the architecture ensures high-throughput stream processing and seamless data synthesis for complex, distributed environments. ### **About The Speaker** *Abhishek is a Lead Software Engineer at Fabric Group with over 10 years of industry experience. He has worked extensively on data engineering problems, building ETL solutions and scalable event-driven systems. His interests include infrastructure automation and designing cloud-native solutions on AWS and Google Cloud.*

Join link: [https://teams.microsoft.com/meet/41790991030013?p=F3QrbogyC5Iyss1AtF](https://teams.microsoft.com/meet/41790991030013?p=F3QrbogyC5Iyss1AtF "Meeting join") **Details** Join us for networking, drinks and a good time catching up with fellow Power BI and Microsoft Fabric enthusiasts **Agenda:** 5:30PM - 6:00PM Welcome and Networking 6:00PM - 7:00PM Speaker Session **Topic:** From Bronze to Gold: A Practical Testing Strategy for Microsoft Fabric **THE SPEAKER -** Mikhail Koptelov **THE SESSION** Testing in Microsoft Fabric requires different strategies depending on where your logic lives. In this talk, we explore how to apply unit and contract testing across the Fabric stack: * Pipeline unit tests for reliable orchestration and data movement * Python notebook testing using both notebook-first and package-first approaches * SQL contract testing to ensure downstream dependencies remain stable By the end, you’ll have a practical blueprint for building robust, testable Fabric workloads from Bronze to Gold. **Pre-requisites**: Basic understanding of Fabric and python **Sponsors:** **Vivanti** A big thank you goes out to our sponsor, Vivanti, for their support of this Meetup; providing the venue as well as drinks for attendees. **Sirius Technology (https://www.siriuspeople.com.au/)** A big thank also to our co-sponsor, Sirius Technology, for their ongoing support of our Meetup and providing us with food for each event. Sirius Technology recruits across all Technology Disciplines from Development (Front and back-end), Testing, Network, and Security, Project Services (PM's, BA's, Project Coordinators) & Data - across all technology stacks. **The Power BI Developer Checklist** You can download Greg's Power BI developer checklist here: [Power BI Report Development Checklist](https://www.dearwatson.net.au/checklist)

**AJ Bajada & Danidu Weerasinghe - What's new in Azure and GitHub** A fast, practical tour of the newest innovations across Azure and GitHub. We’ll break down the latest cloud capabilities, AI‑powered developer tools, security enhancements, and DevOps integrations that are transforming how teams build and ship software. **Dylan McCarthy - Managed DevOps Pools - Simplifying Build Agents for Azure DevOps** Managing build agents for Azure DevOps has always been a bit of a pain, requiring teams to create VMs or VM Scale Sets, maintain their images, manage spinning up and down resources to manage cost and build times. In this talk I want to show you how you can abstract away a lot of that pain by using Managed DevOps Pools. I will walk you through what the service is, it's features and then show you how to connect a pool to an Azure DevOps environment.

🍻FREE ENTRY, 1 drink order upon entry🍷Max 80 guests. 1 Crockford St, Port Melbourne VIC 3207 EVERY FORTNIGHT THURSDAY! 2週間に一度の開催! PRIVATE EVENT! 完全プライベート語学交換会！ 🇯🇵🇦🇺 \[FREE Language Exchange:無料\! 2週間ごと開催！！日本語と英語で話しましょう\!\] \[MUST READ\!\!\! English below\] 🎉hosted by: MELLIFE 🎉 メルライフ主催🎉 概要は下に！ We do most of the announcements on Instagram! Check us out! インスタフォローもよろしくお願いします🙏 IG: @mellife2022 [毎月2回木曜日開催] Location: The Cornerstone 1 Crockford St, Port Melbourne VIC 3207 Entry fee: Free !!! Time: 6pm\~ 8pm [Schedule　当日のスケジュール] 6:00 - 6:30 Entry opens 入場開始 6:30 - 6:45 Japanese time　日本語タイム 6:45 - 7:00 English time　英語タイム 7:00 Announcement from staff members, crowd shuffle, find different partner/group スタッフからのお知らせ、注意喚起等。違うパートナーを探す時間 7:00 - 7:15 Japanese time　日本語タイム 7:15 - 7:30 English time　英語タイム 7:30 - 8:00 Socializing time　社交タイム 💡メルボルン最大の日英ランエク【会場変更のお知らせ🎊】 長すぎたロックダウンを終え、新しく皆が楽しめる場所を提供したいと始まった私たちMELLIFE🇦🇺🇯🇵 初回は30名ほど集まる小さなコミュニティでしたが、結成から半年が経ち、あっという間に多くの方々に参加頂けるメルボルン最大の日英ランエクグループに成長する事が出来ました😊 今後のMELLIFE が更に成長して、より楽しい時間を提供するために次回のイベントから会場を変更し、質を上げた会場へ移る事を決めました🥳 今回からはメルボルン市内でもとても有名でおしゃれな会場、The Cornerstoneで開催を決定いたしました。 ぜひ次回のイベントからもMELLIFE をよろしくお願い致します😆🤲 メルライフ一同 日本語を学びたい世界の方が集まるので、英語が得意でなくても、コミュニケーションが取れます😆(日本語、英語喋れる人も) お互いの得意な言葉を教え合って一気に語学上達しちゃいましょう✨ メルボルンで新しい友達が出来るチャンスです🌍 ぜひ参加表明をお願いします！ 途中参加の方も受け付けております！ [下記を必ずお読みください] メルライフが主催するイベントはどのような方も歓迎しています。しかし、"お酒などの強要・いじめ・ハラスメント・暴言"　など他のメンバーが不愉快に感じる行為は絶対におやめください。このルールを守れない方は積極的に処置をとらせていただきますので、これらを経験した、または見つけ次第メルライフスタッフにいつでも言いつけをお願いいたします。メルライフを　”いつでも気軽に来れて安全なコミュニティ”　をモットーにするため、皆様のご協力をお願いいたします。 Social event: JAP/ENG language exchange at a fancy venue with great vibes! FREE ENTRY!!!! ✨️ Thursday from 6pm\~✨️ Do you want an opportunity to have a conversation and make friends in person? Say no more! We are organising a language exchange event at a trendy venue near the CBD!!! Feel free to join at any time throughout the event, but good things may happen to those who come in early ;) See you guys then! 🔥ENROLL EARLY TO SECURE YOUR SPOT🔥 See you guys then👋👋👋 PLEASE READ BELOW (Everyone is welcomed to MELLIFE events. However, we ask that all attendees treat each other with respect and be polite. Our community does not tolerate innappropriate behaviour or any form of HARRASMENT!!!!! When you see or experience any, please call it out or reach out to Mellife staff members ASAP so we can address this and keep the community a safe space.)

Excited to announce our new ADVANCED openplay session during the week at KCARC! Welcome to Melbourne Volleyball Academy. 🤗 **[[WHAT]]** This session is specifically for games only (no training). There will be a cap of 18 players, allowing for 3 teams of 6. Games will be played to 15 points, with a cap at 18 points. These games are intended to be played at a high-intermediate(BB)/advanced(A) level. Please see an explanation of skill levels on our website here: [https://melbournevolleyballacademy.com.au/skill-levels-explained](https://melbournevolleyballacademy.com.au/skill-levels-explained) **[[WHO]]** The session is intended for Intermediate players. Players should be able to: * Have strong fundamentals for all volleyball techniques * Serve receive a majority of serves well & serve over the net consistently * Basic understanding of 5-1, and 6-2 systems (we do not play a pass middle 4-2 system in this session) * Have an understanding of base defense * Know all/most volleyball rules Players that are not of the intermediate(BB)/advanced(A) level will be asked to leave as we want to ensure that all players have an enjoyable time playing. **[[HOW MUCH $$]]** $21 card payment will be processed on the day via square reader (EFTPOS). **[[WHEN]]** The stadium is booked from 6:30 PM-9:30 PM weekly, every Thursday. However, feel free to come early and stretch as the Community Centre is open earlier. Last minute dropouts and no shows will have a zero-tolerance policy going forward. All players are expected to update their RSVP at least 24 hours in advanced if they are unable to attend. This applies to players on the going list and the waitlist. **[[OTHER DETAILS]]** Only those on the “going” list are permitted to play. If you are on the waitlist, or not registered at all, you will not be permitted into the gymnasium.

RSVP at: https://www.meetup.com/melbourne-azure-nights/events/312980449/?utm_medium=referral&utm_campaign=share-btn_savedevents_share_modal&utm_source=link&utm_version=v2&member_id=71480602 **AJ Bajada & Danidu Weerasinghe - What's new in Azure and GitHub** A fast, practical tour of the newest innovations across Azure and GitHub. We’ll break down the latest cloud capabilities, AI‑powered developer tools, security enhancements, and DevOps integrations that are transforming how teams build and ship software. **Dylan McCarthy - Managed DevOps Pools - Simplifying Build Agents for Azure DevOps** Managing build agents for Azure DevOps has always been a bit of a pain, requiring teams to create VMs or VM Scale Sets, maintain their images, manage spinning up and down resources to manage cost and build times. In this talk I want to show you how you can abstract away a lot of that pain by using Managed DevOps Pools. I will walk you through what the service is, it's features and then show you how to connect a pool to an Azure DevOps environment.

**🙋‍♀️**Welcome to our THURSDAY Social + language ​exchange meetup. Meet people from many countries and make new friends. 👉We always have between 250 - 350 people attending our THURSDAY event since this event is listed in 3 different meetup groups. 👉This is a great opportunity to learn to speak English with native and non-native speakers. Many English speakers, Europeans, Chinese, Japanese, Koreans, and other Asians attend our fun and friendly party. 👉It is suitable for international students, working holiday people, professional ex-pats, and local Australians. 🍺: Discounted 15% house beers and wines 🍸: Extra cost for cocktails and spirit 🍲: Food available is to purchase at the bar with 15% discount on menu. 👉**Fee** of **$4.50** to be paid at the entrance OR you can buy anything from the bar. No Limited numbers but RSVP is a must. 🆔 Please carry a Photo ID as you may be asked at the entrance. 👉**Location**: Diesel bar & Eatery. we book the whole Second floor, Capacity of 500 people. and the welcoming table is at the door entrance. No entry from Melbourne Central. only from 202 Little Lonsdale St.

## 🌿 **Kismetrix Singles Social Run/Walk + Coffee – TAN Track** ## [Register Here](https://www.eventbrite.com.au/e/feb-22-kismetrix-social-runwalk-coffee-the-tan-botanical-gardens-tickets-1981547271230?aff=oddtdtcreator) 📅 **Date:** Sunday, 22 February 🕘 **Time:** 10:00 AM – 11:30 AM (please arrive by 9:45 AM) 📍 **Meeting Point:** Royal Botanic Gardens Visitor Centre 🏃 **Route:** TAN Track loop through the Royal Botanic Gardens 📏 **Distance:** Approx. 3–4 km (relaxed social pace) Or Walk 🎽 **Dress Code:** Comfortable activewear or casual running clothes ## **About the Event** Looking to meet new people, get active, and enjoy great company — without the pressure of a dating event? The **Kismetrix Singles Social Run or Walk + Coffee** is a relaxed, feel-good experience for singles who enjoy movement, nature, and meaningful conversation in a warm, welcoming environment. We’ll run at an easy, conversational pace around the iconic **TAN Track**, giving you plenty of chances to chat, laugh, and connect with different people along the way. There’s no racing, no awkward icebreakers — just a friendly group of singles sharing a beautiful morning together. After the run, we’ll walk back as a group and enjoy **optional coffee and mingling at the Visitor Centre café**, where conversations can continue naturally and comfortably. Many guests tell us these events feel more like meeting new friends — with a spark of something extra. ## **Who It’s For** ✨ Singles who want to meet people offline ✨ Adults 18+ across a wide range of ages (20s to 60s+) ✨ People who enjoy light running, jogging, or active social experiences ✨ Anyone looking for community, confidence, and connection **Singles only. Adults only. No children or dogs.** This helps keep the space relaxed, focused, and socially comfortable for everyone. ## **What to Bring** * Water bottle * Comfortable running or walking shoes * Sunscreen / hat * Light jacket (weather can change) * Positive energy and an open heart 💛 ## 🎟️ **[Tickets & Community Support](https://www.eventbrite.com.au/e/feb-22-kismetrix-social-runwalk-coffee-the-tan-botanical-gardens-tickets-1981547271230?aff=oddtdtcreator)** This is a **free community event**, with **optional donations** to support the Kismetrix community. While many of our curated singles events are ticketed, this run is part of our **open community series**, created to make connection, movement, and belonging accessible to everyone. Your support helps Kismetrix continue building safe, welcoming spaces where real human connection can grow — romantically or platonically. ### **Hosted by:** **Kismetrix \| True Connection** Because real love starts with real connection. ### **🔗 Stay Connected with Kismetrix \| True Connection** Love this event? We run a variety of experiences to help people meet and connect in meaningful ways. 📧 **[social@kismetrix.com.au]()** 🌐 **[www.kismetrix.com.au](http://www.kismetrix.com.au "http://www.kismetrix.com.au")** 📱 **Follow us on Instagram:** [https://www.instagram.com/kismetrix_/](https://www.instagram.com/kismetrix_/ "https://www.instagram.com/kismetrix_/") **, Facebook & Eventbrite** 🤝 **Collaborations: [collabs@kismetrix.com.au]()** ### **📄 Important Notice** By registering for this event\, you confirm that you have read and agree to Kismetrix \| True Connection’s Terms & Conditions\, Privacy Policy\, Disclaimer and Code of Conduct\. Some events may be non\-refundable as stated in their individual descriptions\.

**Collaborate, Share, Talk, Hack, Make, Break, Fix, Enjoy, Learn, Re-use, Contribute** Visitors and newcomers are very welcome, please see https://hackmelbourne.com/newcomer-faq/ for more details. Short walk from Glenferrie train station. Car parking at Hawthorn Town Hall or St Columbs St. Please pay attention to parking signs as the inspectors are always on the job. Bring a laptop and/or project you are working on. There is also a number of group projects that you are welcome to join in. 3D Printing, Laser Cutting, Electronics, Programming, Robotics, Prop Building, Costuming, Milling, Machining, Home Automation and more. The Connected Community Hackerspace (CCHS) is a community workshop, sometimes also known as a makerspace. We are run by members for members and are dedicated to providing facilities, tools and networking for members to achieve their projects. Our members work on personal and group projects. If you are interested in making/hacking join our Discord where like-minded people discuss their projects. See Discord link on our website. hackmelbourne.org Note - not all our members use meetup, so the RSVP's here dont reflect the total numbers.

**This Meetup account will be deleted soon**, but the **Language Exchange hosted by JAPANEASY will continue to be held every week**. **★Notice: JAPANEASY Meetup Account Closure★** Hello everyone, Thank you very much for always joining JAPANEASY’s Language Exchange events and cultural workshops. We are writing to inform you that the JAPANEASY Meetup account will be closed in the near future. Please rest assured that JAPANEASY will continue to run events and programs as usual. If you are interested in our upcoming activities, please visit the links below: (1) **Language Exchange** https://japaneasy.com.au/events/language-exchange/ (2) **Cultural Workshops** https://japaneasy.com.au/workshops/ (3) **Japanese Lessons (Group courses & Private lessons)** https://japaneasy.com.au/courses/ (4) **日本語教師養成講座** https://japaneasy.com.au/courses/日本語教師養成講座/ We sincerely appreciate your continued support and look forward to seeing you at our future events. Warm regards, JAPANEASY \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- JAPANEASY Japanese Language & Culture Learning Centre Tel：0422-266-308 Address：Level 1, 183 Exhibition Street, Melbourne Email：[reception@japaneasy.com.au](mailto:reception@japaneasy.com.au) Website：[www.japaneasy.com.au](http://www.japaneasy.com.au/) Facebook：[http://www.facebook.com/EasyPeasyJapaneasy](http://www.facebook.com/EasyPeasyJapaneasy) Instagram: [https://www.instagram.com/japaneasymel/](https://www.instagram.com/japaneasymel/) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-

Ready to ride the vibe? Join us for **Vibe Hack** – a free workshop where you'll learn to build real, practical apps using AI-powered vibe coding tools. **No experience needed**, just curiosity and good energy. Whether you're a small business owner, creative professional, or lifelong learner, this **hands-on session** will help you turn your ideas into digital solutions. Come discover that "I can do this!" feeling in a welcoming, energetic space where everyone belongs. Bring your laptop, build something awesome, and connect with the Vibe Club community.

How about we kick off the best day with a jog and coffee together? Trust me, you won't want to miss out! 🏃‍♂️Training menu🏃‍♂️ Every Sunday 8:00~ Fed Square Assembly 【https://maps.app.goo.gl/zmPQ6U533pUDcNSA9?g_st=ic】 If you have luggage, please consider using the lockers at the station. 💥40~60 min Jog+Walk Pace: Easy pace, suitable for beginners. If you got tired, let's walk together. 【schedule】 8:00 Gathering 8:10 Start 9:00 End of training Challengers we are waiting for you 😊

**🌊 Ocean Promenade Walk – Brighton Beach to Fed Square via Beacon Cove** Saturday 21 February @ 10 a.m, please meet at 9.45 am \| 16 km of flirty fun\, fresh air\, and cheeky chats. Moderate to Difficult walk mainly because it's looooong! **_⚠️Read about optional train share from Flinders St to Brighton later_** Let’s take the scenic route to connection — join us for a playful oceanfront walk from Brighton Beach to Fed Square (Transport Bar) via Beacon Cove, with plenty of stops for snacks, chats, and cheeky banter along the way. This is Eat, Drink and Dance Melbourne in motion: flirty, social, and full of potential. Celebrate the end of the journey with drinks or food at Transport Bar @ Fed Square **+++Ensure you read the rules at the end before joining. Registering = agreeing to them+++** **👟 The Route** We’ll stroll the stunning 16 km ocean promenade, hugging the coastline from Brighton Beach to Fed Square (Transport Bar) via Beacon Cove and South Bank. Expect sea breezes, café pit stops, and plenty of chances to mingle. Whether you’re here for the views or the vibe, this walk is all about connection — with the ocean and each other. Feel free to exit at any point if the effort or heat becomes a tad too much. Public transport short cuts at St.Kilda and Port Melbourne. **🍽️ Food Stops & Flirty Pauses** We’ll pause at scenic cafés and food stops along the way — perfect for grabbing a coffee, sharing a snack, or sparking a conversation. At the end, we’ll celebrate with fish and chips at Beacon Cove, or hop a tram back to Transport Bar for a cheeky drink or meal around 3 p.m. **🚉 Two Ways to Join** **Option 1**: Meet us at Brighton Beach Train Station at 9.45 am, Departing at 10a.m (last train from Flinders St.) Meet us on the car park side of the platforms for city going trains where the ticket office and toilets are. * **Option 2: Train share** Meet near Transport Bar (Federation Square), on the south western corner alongside the princes bridge and walkway at 9 am to catch the 9:17 a.m. Well leave the corner about 9.10 am. Sandringham train together (35-minute ride). This isn’t just a walk — it’s a moving mixer. Come solo or bring a friend, but be ready to meet someone new, share a laugh, and maybe even spark a little post Valentine's Day chemistry. Please take water and snacks along with sunscreen. Having comfortable walking shoes and clothes is definitely a bonus. **⚠️ Group Rules & Event Etiquette ⚠️** These are basic, commonsense standards that keep events safe, smooth, and enjoyable for everyone. **👟 Fitness Requirements** Walking: 3–4 km/hr We walk at a relaxed pace. Please ensure you meet the fitness level for the event. If the group is forced to wait excessively, you may be asked to leave the event. **⛹️ Pace: Too Fast or Too Slow** Small social events rely on staying together. If you prefer a very different pace, consider going solo, joining a faster/slower group, or choosing events that match your fitness. **👩‍💼 Time Constraints** If you’re on a tight schedule, this may not be the right event. Social activities rarely run exactly on time. **⚠️ CRITICAL EXPECTATIONS ⚠️** **👻 No‑Shows** No‑shows block waitlisted people from attending and disrupt small-group events. - Remove yourself at least 24 hours before the event. - No‑shows will likely be removed and blocked from the group. - Last‑minute cancellations **(“flaking”)** may also result in group removal, especially when there is a waitlist. **👀 Attending Without Being on the Going List** This is a security issue. **Do NOT turn up unannounced**. If you’re not on the Going list and haven’t arranged it with the organiser beforehand, you will be asked to leave. Event check‑ins are performed. **⏰ Late Arrivals** If you’re late, the group will not wait. - You may be marked as a No‑Show and removed from the group. - It’s your responsibility to communicate and catch up—this may not be possible for some events. **🎲 Second Chances** If something goes wrong, communicate with the organiser. Silence + poor behaviour = removal. Communication + accountability = second chances. As the organiser is busy organising this may be impossible during the event. **🚩Disclaimer: No Liability & Organiser Indemnity By participating in this event, you acknowledge and accept full personal responsibility for your own safety, wellbeing, and belongings. The organiser assumes no liability for injury, loss, or damage incurred during the activity. Participation is entirely at your own risk.**

## 🌱 **Understanding Social Connection** [Ticketed Event](https://www.eventbrite.com.au/e/feb-22-understanding-social-connection-ages-2035-tickets-1981398694834?aff=oddtdtcreator) ### **For Young Adults (Ages 20–35)** 📅 **Date:** Sunday, 22 February 🕓 **Time:** 4:00 PM – 6:00 PM 📍 **Location:** **RYVE**, 38 Shafton Street, Huntingdale VIC 🤝 **In collaboration with Social Threads x Kismetrix** This is a **guided session to develop skills and tools for social connection**, designed especially for young adults who want to feel more comfortable expressing themselves and understanding others. The session supports people in their **20s and early 30s** who want to: * feel more at ease in social situations * express themselves more clearly and confidently * better understand others in conversation * build practical skills for stronger, more natural connection You don’t need to be outgoing, confident, or experienced. You also don’t need to be looking for dating or networking. This is a space to **learn, practise, and grow** — at your own pace. ### ✨ What this session is This is a **facilitated, experience-based session** focused on understanding how social connection works in real life. You’ll be supported to: * 💬 practise starting and continuing conversations * 🧠 develop practical tools that help conversations flow naturally * 🤍 build awareness around listening, expression, and understanding others * 🌱 strengthen social confidence through guided practice There’s no spotlight, no forced sharing, and no pressure to perform. ### 🔧 Skills & tools you’ll develop * starting conversations comfortably * expressing thoughts and feelings with clarity * listening and responding with presence * noticing what builds (and blocks) connection * applying these tools in everyday social situations ### 🏡 What to expect * a calm, **indoor environment** designed for comfort and focus * gentle facilitation with clear structure * small-group conversations centred on practice and learning * practical insights you can use straight away You’re always in control of how much you participate. ### 🎯 Who this is for This session is ideal if you: * are a young adult wanting to improve social connection * feel shy, thoughtful, or socially reserved * want to better understand yourself and others * are curious about connection and ready to practise **Age guidance:** Open to adults **18+**, with the core audience being **young adults aged 20–35**. To keep the space relatable and comfortable, participants outside this range may be redirected to sessions better suited to them. ### 🎟️ Pricing * **Early Bird:** $19 * **Standard:** $29 [EventBrite](https://www.eventbrite.com.au/e/feb-22-understanding-social-connection-ages-2035-tickets-1981398694834?aff=oddtdtcreator) Or [Official Webstie](https://www.kismetrix.com.au/all-events/?event=26223) Places are limited to maintain a comfortable and supportive environment. ### 📌 Please note * ❌ Not speed dating * ❌ Not networking * ❌ Not therapy * ✅ A guided session focused on developing skills and tools for social connection Come as you are. Curiosity is enough. ## **🔗 Stay Connected with Kismetrix \| True Connection** **Love this event? We run a variety of experiences to help people meet and connect in meaningful ways.** **📧 s[ocial@kismetrix.com.au](mailto:ocial@kismetrix.com.au)** **🌐 [www.kismetrix.com.au](http://www.kismetrix.com.au)** **📱 Follow us on [Instagram](https://www.instagram.com/kismetrix_/), [Facebook](https://www.facebook.com/profile.php?id=61559826808523) & [Eventbrite](https://www.eventbrite.com.au/o/kismetrix-singles-events-84848288353)** **🤝 Collaborations: [collabs@kismetrix.com.au](mailto:collabs@kismetrix.com.au)** **📄 Important Notice:** By registering for this event\, you confirm that you have read and agree to Kismetrix \| True Connection’s[ Terms & Conditions](https://www.kismetrix.com.au/terms-and-conditions-2/),[ Privacy Policy](https://www.kismetrix.com.au/privacy-policy/),[ Disclaimer](https://www.kismetrix.com.au/disclaimer/) and [Code of Conduct](https://www.kismetrix.com.au/code-of-conduct/). **Some events may be non-refundable as stated in their individual descriptions.**

**NEW LOCATION: Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: * 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. * 6:30 to 8:00 pm. Main meeting and presentation(s). Lonnie Morgan will be presenting information about the DLT Library. "The Python library `dlt` provides a powerful [REST API toolkit](https://dlthub.com/docs/dlt-ecosystem/verified-sources/rest_api/basic) to ingest data. Combined with our [LLM scaffolds](https://dlthub.com/workspace) and [MCP server](https://dlthub.com/docs/hub/features/mcp-server), you can build a custom connector for any of the 8k+ available sources in 10 minutes by following this guide. Building with LLMs is an iterative process. We will follow this general workflow and give practical tips for each step." See Our [Parking Map](https://docs.google.com/presentation/d/1u2A4fLNlxwLJn0KA_hKc8bnFlFHLvsHBDh-_8wzX_tk/edit?usp=sharing) We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact centralohpython@gmail.com

**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

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

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.

Bring your work or your hobby, hang out, and code with us. Follow @buckeyecocoa for more information.

**New Dojo Location!** **Draft Day Columbus** 1130 Dublin Road Columbus, OH 43215 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for topic suggestions and people interested in presenting at our monthly meetings. To this end we've set up a survey form at [https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc](https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc)

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message **Chris (the organizer)** with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services)