CUDA: Compute Unified Device Architecture

**Doing KPIs Right: a KEY to Analytics (and AI!) Impact!** On the one hand, KPIs are such a Business 101 concept that it may seem a little silly to dedicate an entire session to the topic. On the other hand, KPIs get handled so poorly so often that a case could be made that this meetup could just be one of the most impactful sessions of the entire year! We’re starting off the year at a new location: [COhatch Upper Arlington](https://www.cohatch.com/locations/columbus/upper-arlington/) but with a familiar speaker, Tim Wilson! We’ll be back at Rev1 in February, when the speaker will presumably not be Tim. Tim will make the case that effectively measuring performance of projects, campaigns, and initiatives (and even meetups!) should be a foundation for any data analytics program. Topics covered will include: the “two magic questions” of performance measurement, how to help business partners distinguish between outcomes and outputs, and effective tactics for collaboratively establishing KPI targets. He will also stick his neck out by demonstrating some of these techniques in real-time by measuring whether his talk lives up to the promise of this description! All CBUSDAW events are free thanks to our 2026 Sponsors: Clarivoy, Conductrics, What Box Consulting Group, and Piwik PRO. Check out [cbusdaw.com](https://cbusdaw.com) for more information.

Join us for an hour of writing! We’ve discovered that it’s strikingly helpful to write with other writers. See if it’s true for you at 7:00pm the second & fourth Wednesday of every month at Two Dollar Radio Headquarters (HQ). Be it a book, blog, script, essay, dissertation, resume, melody, poem or just plain work stuff, you are invited to write it with us. No one will see what you've written or give you unsolicited advice. Instead of just thinking about writing, come and get some real writing done. **SCHEDULE:** 6:45ish - Quick introductions 7:00 - Timer starts: write for 1 hour 8:00 - The End **OPTIONAL SOCIALIZING** happens around 6:45pm. Writing is very solitary. Connecting (and sometimes even commiserating) with other writers is a cool thing. **BEING LATE IS OKAY:** just show up and get settled! If you were on time, please be willing to make room for the friendly latecomer. Happy writing & I look forward to seeing you at Two Dollar Radio HQ! **WHAT SHOULD I BRING?** Whatever you need to be able to write! Other customers are welcome at Two Dollar HQ at the time, so please bring earplugs/headphones if noise will bother you! **OTHER IMPORTANT DETAILS:** * **RSVP:** Please RSVP by 6:00pm the evening of the meeting. This helps me know how many to expect, and if we'll need additional space! * **COVID:** While masks are not required, please be mindful of the other writers around you and their comfort levels. * **ACCESSIBILITY:** Two Dollar Radio HQ's entrance door on Cline Street is wheelchair accessible, they have two gender-neutral bathrooms that are both wheelchair accessible, and their ordering and table-seating area is as well. Working service dogs are allowed. * **WIFI/OUTLETS:** Outlets are limited, so please ensure your devices are charged when you come! But Two Dollar Radio HQ does have free WiFi! Yay! * **PARKING:** There is free public street parking on all surrounding streets, on both sides of Parsons Ave. You are also welcome to park in the Columbus Metropolitan Library parking lot across the street (1113 Parsons Ave). Two Dollar Radio HQ has a bike rack on the corner of Cline and Parsons, and the library has bike parking (across Parsons). * **FOOD/BEVERAGE:** Two Dollar Radio HQ is a bar and vegan cafe. Their food is 100% vegan and made from scratch, with love. They also serve a range of wine, beer, and cocktails, as well as coffees and teas. If you're able to, please consider thanking our venue by purchasing something!!

Greetings writers! Come down and join your fellow wordsmiths for one hour of uninterrupted writing time in the upper level of the Market District Supermarket in Upper Arlington. The main entrance of the shopping center opens onto stairs/elevator leading up to the 2nd floor cafe section where we will have a table displaying a sign with the Shut Up & Write logo. Writing is largely a solitary craft. Practicing with others in a community setting may be the thing you need to fire your own routine. We’ll meet on Wednesday evenings, starting the clock at 6:30, following a brief period of introductions. This is solid writing time and all inclusive. Any project is acceptable, be it fiction, non -fiction, work or homework assignment. All is welcome and will remain private to you. The market boasts a Starbucks, a full service bar and various affordable food options. Parking is plentiful, free Wifi is provided as well as outlets for charging your devices, though they are somewhat limited, so plan accordingly. Show up as early as you like, or stay late. This group tends to socialize some, both before and after the alloted time, but this is not mandatory to you. Feel free to come and go as you please and late arrivals are welcome. The cafe may be noisy on occasion so headphones/ earbuds are reccommended as you see fit. Please try to RSVP if possible so that we may grab enough seats for all—the venue can be busy at times. Feel free to message me privately wth any questions and/ or concerns you may have. Happy writing!

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm

**PLEASE BUY TICKETS THROUGH EVENTBRITE. RSVP THROUGH MEETUP IS NOT A TICKET PURCHASE CONFIRMATION.** Strive welcomes you to 'General Business Networking', Columbus' hottest networking event! We are set in the perfect central location in Downtown for all to join. Are you interested in business? Want to elevate your career? Meet Consultants, Analysts of all types, Bankers, Software Engineers, Entrepreneurs, and more who are active in the space or are eager to get started. **\*\*This will be a multi-vertical event\*\*** **There will be professionals with backgrounds in the arts, finance, tech, real estate, healthcare, and more. Come with an open mind, and leave with connections that wouldn't be possible otherwise!** Pack some business cards and come with an open mind! Meet your future business partners, employers, coworkers, investors, and friends. You don't want to miss this opportunity to expand your network and create a brighter future. We will have a space for our event to check-in. The event will go from 6:00 PM - 8:00 PM (feel free to come at any point in this timeframe). Name tags will be provided. Business casual dress code. Job fair attire. **Remember, it's not who you know, it's who you meet tomorrow!** We look forward to meeting you at the event! Sincerely, Strive Networking Team *Refund requests are permitted up to 24 hours after purchase, so long as we are not within 48 hours before the event start time. Refunds will be made in full and repaid to your method of payment. Note that we are unable to reimburse PayPal fees.* *Disclaimer: By attending Strive Networking events you agree to photos/videos taken during the event being used to promote future events.*

Let's have lunch at Uptown Westerville's newest restaurant. Ampersand is owned by the same couple who owns Asterisk. They are known for ramen, rice bowls, teriyaki and small plates.

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

**Community Dance – Every Friday at Unity of Columbus** Let go of the week’s stress and move into joy! Join us every Friday for an evening of community, connection, and dance at Unity of Columbus. It’s a chance to meet new friends, express yourself through movement, and experience the emotional healing that comes from music and rhythm. No dance experience needed — just bring your energy, an open heart, and your dancing shoes! Dance is freedom. Dance is healing. Dance is fun.

**This is a paid program.** **Click <<[here](https://online.innerengineering.com/en/program-details/bhuta-shuddhi-cityprogram-staybridge-suites-columbus-university-area-ohio-us-jan-16-2026)\>\> to register\.** ### **Bhuta Shuddhi means “purification of the five elements” (i.e. earth, water, fire, air and space) which gets to the root of imbalances in the body that lead to disease. This simple practice which you can do daily reorganizes your system on the elemental level.** **Benefits:** * **Keeps the system in harmony and balance** * **Prepares the system to handle powerful states of energy** * **Creates the basis to gain complete mastery over the human system** **For ages 14 and above, no prior knowledge of yoga is required.** **This program is conducted by a Hatha Yoga teacher trained by Sadhguru.**

**Click <<[here](https://online.innerengineering.com/en/program-details/yogasanas-cityprogram-staybridge-suites-columbus-university-area-ohio-us-jan-17-2026)\>\> to register\.** **[https://www.youtube.com/watch?v=4ZdcGKUQufU](https://www.youtube.com/watch?v=4ZdcGKUQufU)** **Yogasanas** **Yogasanas are offered as a set of powerful postures to transform the body and the mind into a possibility for ultimate well-being. They are not taught merely for physical fitness and strength, but are a way of aligning the inner system to the celestial geometry, becoming in sync with the existence, thereby naturally achieving a state of health, joy and bliss.** **"Your physical health, your psychological wellbeing, and your spiritual possibility depend on how well aligned you are with existence. Essentially, hatha yoga is towards establishing this alignment." - Sadhguru** **Benefits of practicing Yogasanas regularly:** * **Stabilization of the body, mind, and energy system** * **Slows down the aging process** * **Relief of chronic health conditions** **Agility Level: Intermediate** **For ages 14+** **Open to everyone, no previous experience of yoga required**

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!

Join us as we get together to see the winner of the Best International Film at TIFF and a triple Golden Globe nominee: NO OTHER CHOICE! This top-reviewed dark comedy satirical thriller follows a man devises a unique plan to secure a new job: eliminate his competition. Here’s a description, trailer and plan for this event: DESCRIPTION: The film follows a desperate paper industry expert who decides to kill off his competition to be assured of the job he seeks to maintain his way of life. The film is co-written / produced / directed by Park Chan-wook and is based on The Ax by Donald Westlake. It stars Lee Byung-hun, Son Ye-jin, Park Hee-soon, Lee Sung-min, Yeom Hye-ran, and Cha Seung-won. TRAILER: https://www.youtube.com/watch?v=gcz-RXMCyco BUZZ & ACCLAIM: The film premiered to rave reviews as the Venice International Film Festival and later at the Toronto Film Festival where it won the International People’s Choice Award! It just received 3 Golden Globe nominations for Best Picture (Musical or Comedy), Best Foreign Language Film and Best Actor for Lee Byung-hun. It was also selected as the South Korean entry (and likely nominee) for Best International Film at this year’s Academy Awards! MOVIE PLAN: Please purchase your ticket for the 2:00pm 4K showing and meet in the upstairs lobby area between 1:35 and 1:45pm! Tickets $11.25 via the GFC website and includes online ticketing fee. Advance purchase is advised. Once you have yours please list your seat number in the Comments below. DINNER PLAN: The new burger place isn’t open yet but we’ll still try someplace new! And someplace where the cuisine matches the film! Join us immediately following the movie at nearby TAKOREA, located just downstairs and next to the theater! We’ll try to grab the trio of tables just inside the door, which should work perfectly for our group! MENU: From small plates to tacos, burritos, quesadillas, and bowls, they have a wildly inventive menu that offers a “Korean-Mexican fusion concept” that serves “delicious food that everyone can enjoy!” Popular entrees include tacos, nachos and burritos made with Bulgogi beef, pork carnitas, Korean fried chicken, and even BBQ Tofu, along with traditional sides, chips and a variety of dips. For the vegans in the group, the BBQ Tofu Burrito is listed as “vegan friendly” and that combo of ingredients can be used in just about any entrée! And, if you’re not into Korean food, they have several straight-Mexican options as well! You can check out their menu here: https://www.takoreacbus.com/menu PARKING: Close, convenient parking is available in the nearby garage (located between 9th and 11th, just off High St). Bring your ticket with you and have it validated at the theater and for $2, you’re covered for the night! PARKING: Close, convenient parking is available in the nearby garage (located between 9th and 11th, just off High St). Bring your ticket with you and have it validated at the theater and for $2, you’re covered for the night! Look forward to seeing you there, Dan

## Learn Infrastructure-as-Code (the FUN Way) — Through Minecraft 🎮☁️ **Joint Meetup: Azure CBUS × Columbus HashiCorp User Group × DevOps Columbus** What if learning Terraform and Infrastructure-as-Code didn’t feel like a whitepaper… but more like a game? Join us for a joint Azure CBUS, Columbus HashiCorp User Group, and DevOps Columbus meetup where **Mark Tinderholt** \(Principal Architect\, Microsoft Azure \| HashiCorp Ambassador \| “The Azure Terraformer”\) shows how **Minecraft** can be used as a surprisingly powerful way to understand real-world Infrastructure-as-Code concepts. In this session, Mark will demonstrate how Terraform and Azure can be used to provision, configure, and manage Minecraft servers—while teaching the same patterns you’d use for production cloud infrastructure. ### What we’ll cover * Infrastructure-as-Code fundamentals using **Terraform** * Provisioning real infrastructure on **Azure** * Applying **IaC best practices** (immutability, repeatability, versioning) * How playful environments like Minecraft make complex concepts *click* * Why learning through experimentation beats click-ops every time ### Who should attend * Developers, platform engineers, and cloud engineers * Terraform users (new or experienced) * Anyone curious about Infrastructure-as-Code but tired of boring examples * Minecraft fans who want to see it used in a totally unexpected way No prior Minecraft experience required—just curiosity and a willingness to learn infrastructure the fun way. Come for the blocks, stay for the Terraform. 🧱➡️📐 Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/

## Details \#\# Learn Infrastructure\-as\-Code \(the FUN Way\) — Through Minecraft 🎮☁️ **Joint Meetup: DevOps Columbus - Azure CBUS - Columbus HashiCorp User Group** What if learning Terraform and Infrastructure-as-Code didn’t feel like a whitepaper… but more like a game? Join us for a joint DevOps Columbus, Azure CBUS and Columbus HashiCorp User Group meetup where **Mark Tinderholt** \(Principal Architect\, Microsoft Azure \| HashiCorp Ambassador \| “The Azure Terraformer”\) shows how **Minecraft** can be used as a surprisingly powerful way to understand real-world Infrastructure-as-Code concepts. In this session, Mark will demonstrate how Terraform and Azure can be used to provision, configure, and manage Minecraft servers—while teaching the same patterns you’d use for production cloud infrastructure. \#\#\# What we’ll cover * Infrastructure-as-Code fundamentals using **Terraform** * Provisioning real infrastructure on **Azure** * Applying **IaC best practices** (immutability, repeatability, versioning) * How playful environments like Minecraft make complex concepts *click* * Why learning through experimentation beats click-ops every time \#\#\# Who should attend * Developers, platform engineers, and cloud engineers * Terraform users (new or experienced) * Anyone curious about Infrastructure-as-Code but tired of boring examples * Minecraft fans who want to see it used in a totally unexpected way No prior Minecraft experience required—just curiosity and a willingness to learn infrastructure the fun way. Come for the blocks, stay for the Terraform. 🧱➡️📐

This meetup is a collaborative Unity workshop focused on real projects and shared problem-solving. Instead of talks or presentations, attendees bring a Unity project they’re actively working on and collaborate through discussion, troubleshooting, and hands-on exploration. The format is flexible and community-driven. You might debug a tricky issue, improve your workflow, explore performance optimizations, or get feedback on architecture, tools, and implementation approaches. Learning happens by doing, asking questions, and helping each other. **What to Expect:** * Bring-your-own Unity project (any level) * Group discussion and peer feedback * Debugging, optimization, and workflow problem-solving * Shared tips, best practices, and practical solutions Example projects may include games, tools, or prototypes—personal or professional. All experience levels are welcome. Whether you’re just getting started or refining advanced systems, this is a supportive space to learn and build together. **Food and drinks provided. Join us to learn, collaborate, and connect.**

**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). For this first meeting of the year, we will be reviewing submissions for the Your Program is Hideous and Obfuscated Challenge (YPHOC). Submissions for this challenge are due by January 12th, 2026. The details can be found here: https://docs.google.com/document/d/13zbxwElpJqPMuAN4Ele2hUgsqtFKzH3OCTL5NEeiLKQ or on our website http://www.cohpy.org 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 **Abstract** GitHub Copilot is rapidly changing how developers write, understand, and maintain code. Powered by generative AI and deeply integrated into modern development environments, Copilot acts as an intelligent coding assistant, helping developers move faster while maintaining quality and focus. In this session, we’ll explore what GitHub Copilot is, how it works, and where it fits into a real-world developer workflow. We’ll break down what Copilot can (and cannot) do, where it can be used, and how licensing differs for individuals and organizations. Most importantly, this talk goes beyond theory with a live, hands-on demo showcasing Copilot inside the IDE and on GitHub, demonstrating how it can assist with code generation, refactoring, learning new APIs, and accelerating day-to-day development tasks. Designed for developers, technical leads, and engineering managers, this session provides a practical introduction to AI-assisted development, highlights best practices for getting value from Copilot, and closes with guidance on how to continue learning and evolving alongside this rapidly advancing tool. Attendees will leave with a clear understanding of how GitHub Copilot can enhance productivity, improve developer experience, and fit into modern software teams today, not someday. **YouTube Link** TBA

2026 may be the last year many developers write code by hand. We need coding agents to solve complex problems in production codebases, but vibe coding alone won’t get us there. Vibe coding is all gas, no brakes. It burns up the context window until the agent slips on its own slop. You can go fast at first, but the more you stuff into the context window, the more tangled its outputs get. While the industry is rapidly increasing code generation speed, we still have to understand, review, merge, and maintain what gets shipped. This talk featuring Michael Geiger will outline how coding agents (Claude Code + Gas Town) work and a framework for orchestrating them to solve complicated problems in complex codebases. It’s about steering the model: doing the research to align intent, planning the approach up front, implementing in parallel steps, and breaking early. Human judgment still matters, but it should be spent on high-leverage decisions: what to build, what to forbid, and “what is quality?”, not cleaning up slop. Attendees will leave with a checklist to identify workflow and environment gaps that hold agents back, so you and your team can ship higher-quality software starting tomorrow.

## Learn Infrastructure-as-Code (the FUN Way) — Through Minecraft 🎮☁️ **Joint Meetup: Azure CBUS × Columbus HashiCorp User Group** What if learning Terraform and Infrastructure-as-Code didn’t feel like a whitepaper… but more like a game? Join us for a joint Azure CBUS and Columbus HashiCorp User Group meetup where **Mark Tinderholt** \(Principal Architect\, Microsoft Azure \| HashiCorp Ambassador \| “The Azure Terraformer”\) shows how **Minecraft** can be used as a surprisingly powerful way to understand real-world Infrastructure-as-Code concepts. In this session, Mark will demonstrate how Terraform and Azure can be used to provision, configure, and manage Minecraft servers—while teaching the same patterns you’d use for production cloud infrastructure. ### What we’ll cover * Infrastructure-as-Code fundamentals using **Terraform** * Provisioning real infrastructure on **Azure** * Applying **IaC best practices** (immutability, repeatability, versioning) * How playful environments like Minecraft make complex concepts *click* * Why learning through experimentation beats click-ops every time ### Who should attend * Developers, platform engineers, and cloud engineers * Terraform users (new or experienced) * Anyone curious about Infrastructure-as-Code but tired of boring examples * Minecraft fans who want to see it used in a totally unexpected way No prior Minecraft experience required—just curiosity and a willingness to learn infrastructure the fun way. Come for the blocks, stay for the Terraform. 🧱➡️📐 Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/