Digital Workflow

LLM chat was the warm-up. Ask a question. Copy. Paste. Tweak. Useful — but capped. The real shift is agentic DevOps workflows using tools like Claude Code and the OpenAI Codex App — systems that can reason across repositories, plan multi-step changes, modify infrastructure, and operate closer to how real engineers build. This session is both 101 and 201. If you’re new to agentic tooling, you’ll understand what’s fundamentally different from chat-based usage. If you’re already experimenting, you’ll leave with practical agentic patterns for workflow design, context control, infrastructure changes, and avoiding unstructured vibe coding. Not using agentic tooling in DevOps today is starting to feel like refusing to use the internet in 2003. This isn’t about hype. It’s about leverage. It’s a great time to be a builder — if you build with agents. *Come at 5:30 pm have some pizza and chat for a bit. The presentation starts at 6:00 pm.*

Let's learn Vibe Coding! Welcome to our [KSUG.AI Americas](https://us1.ksug.ai) meetup! **Latest promotions** discovered by our community! * **40%** OFF **[Kubernetes](https://lf.ksug.ai/)** Sitewide - Code: **TECHTALENT26AI** * **20%** OFF **[FinOps](https://ksug.ai/finops/?ref=meetup)** Certs Code: **KSAI_20** * Missed **65%** off [LF / CNCF](https://lf.ksug.ai/)? [Get Notified](https://ksug.ai/?notify&ref=meetup) for next BIG drop! * **25%** OFF **[FinOps](https://ksug.ai/discount?tab=events&ref=meetup)**[ X](https://ksug.ai/discount?tab=events&ref=meetup) San Diego Code: **KSAIX26899** The real shift is happening with agentic DevOps workflows using tools like Claude Code and the OpenAI Codex App — systems that can reason across repositories, plan multi-step changes, modify infrastructure, and operate much closer to how real engineers actually build. This session is designed for both beginners and practitioners. You’ll walk away with practical patterns for: • workflow design • context management • infrastructure changes • reducing unstructured “vibe coding” • building more reliable AI-assisted engineering workflows Honestly, not using agentic tooling in DevOps today is starting to feel a bit like refusing to use the internet in 2003. This isn’t about hype. It’s about leverage. And it’s an incredible time to be a builder — especially if you build with agents. 🍕 Come by at 5:30 PM for pizza and chats. 🎤 Presentation starts at 6:00 PM. **Volunteers / Sponsors / Speakers:** [KSUG.AI](https://ksug.ai/?ref=meetup) is actively seeking speakers & sponsors to support our KubeSmart & AI community. Whether it is by offering venue spaces, providing food, or financial support. Sponsors will not only speak at our meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 200,000+ Cloud Native + AI enthusiasts globally. [Volunteering](https://volunteer.ksug.ai/), [Submit Topics](https://speaker.ksug.ai/), [Sponsor Us](https://sponsor.ksug.ai/)! 🚀 **Let's be [kubestrong](https://www.linkedin.com/company/kubestrong/)!** 🎉 Please take a note this event is organized by our peers. We thought it's useful to our members. Join **[#Discord](https://discord.com/invite/Rp9WzYyKua)** for latest update 👉 [https://discord.com/invite/Rp9WzYyKua](https://discord.com/invite/Rp9WzYyKua) 🔖 𝐎𝐧𝐠𝐨𝐢𝐧𝐠 𝐃𝐢𝐬𝐜𝐨𝐮𝐧𝐭𝐬: ☸ **30%** OFF [#CNCF Certs](https://cka.ksug.ai/) \- code **30K8SUG** ☸ 20% OFF **[FinOps](https://ksug.ai/finops)** Certs - Code: **KSAI_20** 𝟐𝟎𝟎,𝟎𝟎𝟎+ follow **[KSUG.AI](https://ksug.ai/discount/?ref=meetup)** 🔥 [https://github.com/ksug-ai](https://github.com/ksug-ai) ✅ Learn 𝐅𝐀𝐒𝐓𝐄𝐑 ⚡ ✅ Certify 𝐒𝐌𝐀𝐑𝐓𝐄𝐑 💰 ✅ Grow 𝐒𝐓𝐑𝐎𝐍𝐆𝐄𝐑 💪 [KSUG.AI - KubeSmart & AI User Group](https://linkedin.com/company/k8sug) *By registering, you consent to the management of your personal information in accordance with KSUG.AI Meetup's [Privacy Policy](https://k8sug.ai/privacy). Additionally, you agree that our sponsors may contact you.* **[KSUG.AI](https://ksug.ai/?ref=meetup)** is an independent community and not affiliated with or endorsed by CNCF. Kubernetes, K8s, Kubestronaut are registered trademarks of The Linux Foundation.

A relaxed, peaceful and inspired space to cultivate your creative work flow and accomplish what you have set out to do for the day. You are invited into an energized, peaceful and loving co-working space brought to you by Soul Guided "Community Empowerment Network. Click here to join the FB Group ----> [https://www.facebook.com/share/g/hrXN76q8ajyezbbY/](https://www.facebook.com/groups/soulguidednetwork/?__cft__%5B0%5D=AZawTDSR4MxwxRFKd9h5nf8BWCZVGedrzK75YTONt5j_nCWiwN2HFToH9XnGbmMwMlAvft2_oGF5b9xkztvV2N1u3fv9nGwUuQgYQrOqBx5u7Q&__tn__=q) Come into a shanti "peaceful" work space and expect chill mood music, comfortable seating, optimal temperature, optional group break periods (some days will include breathwork, light yoga, walk, outdoor picnic). 𝘚𝘰𝘮𝘦 𝘤𝘰-𝘸𝘰𝘳𝘬 𝘥𝘢𝘺𝘴 𝘸𝘪𝘭𝘭 𝘩𝘢𝘷𝘦 𝘵𝘦𝘢, 𝘦𝘭𝘪𝘹𝘪𝘳𝘴 𝘢𝘯𝘥 𝘴𝘯𝘢𝘤𝘬𝘴 𝘢𝘷𝘢𝘪𝘭𝘢𝘣𝘭𝘦. 𝘍𝘪𝘭𝘵𝘦𝘳𝘦𝘥 𝘸𝘢𝘵𝘦𝘳 𝘪𝘴 𝘢𝘭𝘸𝘢𝘺𝘴 𝘢𝘷𝘢𝘪𝘭𝘢𝘣𝘭𝘦. Each meeting will begin with a short intro of each individual who is joining and space to share what you are working on, as well as some bigger goals/dreams you may have right now. This space is meant to lift each other up and to get to know each other during break periods. It is asked that during the work periods we are honour each individuals work flow and always ask if someone is available before attempting to interact/ask a question. 𝗟𝗼𝗰𝗮𝘁𝗶𝗼𝗻: \~Soul Sanctuary Studio = 303 Pape Ave, Toronto ON \~Ceremony Room (downstairs) \~Free Parking on the Road 𝗘𝗻𝗲𝗿𝗴𝘆 𝗘𝘅𝗰𝗵𝗮𝗻𝗴𝗲: Free or By Donation Suggested Donation: $5-10 *If you will be eating the snacks or drinking tea/elixirs, please make a donation. Cash donations can be made at the studio, e-transfer/paypal to chrisdubkundalini@gmail.com or donate via eventbrite here ---> https://www.eventbrite.ca/e/co-working-flow-focused-peaceful-energized-space-to-work-tickets-1982620182336?* 𝗧𝗶𝗺𝗶𝗻𝗴: Thursdays from 11-5:00pm. (Every other Thursday) 𝗦𝗼𝘂𝗹 𝗚𝘂𝗶𝗱𝗲𝗱 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝘆 Click HERE for more ways you can get involved ---> https://linktr.ee/chrisdub And here to sign up for the Soul Guided Community Newsletter ---> [https://mailchi.mp/84b64bce4995/soulguided](https://l.facebook.com/l.php?u=https%3A%2F%2Fmailchi.mp%2F84b64bce4995%2Fsoulguided%3Ffbclid%3DIwZXh0bgNhZW0CMTAAYnJpZBExVnNDc1JZdno1UGZmeFZmUnNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR4jvvMVWiJScNLpr3SJQLi8T_QwVcJVSnMhi4qXrVPP-dLmS3JqCGPRtAzXCQ_aem_UyE2cXcPuNm1dVrwjSkAEA&h=AT6Z_kpk6kzo7KFaPPo5YNQhrt_bZ9EHEFj4aDP7k3YhyK217PS1GZqaTORCMJXjh4T68ueA7PiDYCwKjjy6eqtbGYA39bAwx3W4BsXCz6SVwTZxJSAr41twQrzyYp7uVlZrTrskTxwOtw33Se_lWw&__tn__=q&c%5B0%5D=AT6xms8PWY7F_u7qMe7dXlxXeAk8V5qp9BBMv82B68IeWMpR4AyPb9NTHJ_Uk6KkNvM9E42NZlhisSsWPBUrXtNXfgZUXdxWd7vYrLOQRIbR_A_RW0P9fcvX2pq2wHmf)

Join the **Toronto People Analytics Group** for an evening of deep insights, practical wisdom, and networking with one of the leading voices in the field. In this session, Alexis Fink will reflect on the critical foundation required for meaningful people analytics: **strong governance, data privacy, the integrity of underlying data, thoughtful access controls,** and the expertise required to **separate meaningful signals from noise**. Together, these elements create the confidence organizations need to make smarter, data-informed workforce decisions. **Event Details** * **Date:** June 11 * **Time:** 5:00 PM – onwards (Talk begins at 5:30 PM) * **Location:** Ted Rogers School of Management at the Toronto Metropolitan University *(Specific room details to follow)* **Agenda** * **5:00 PM:** Arrivals & Networking * **5:30 PM:** Welcome, Introduction * **5:40 PM:** Keynote by Alexis Fink * **6:10 PM:** Audience Q&A * **6:30 PM – End:** Mix & Mingle **Thanks to our sponsors!** This event is made possible thanks to the generous support of our sponsors and organizers: * **One Model** * **Tskhay and Associates** *Space is limited. Secure your spot today to elevate your people analytics practice!*

**\~Please [SIGN UP here](https://calendly.com/breathinginnature/yoga-in-nature) for free before the class\~** [Click here for a map of the exact location](https://goo.gl/maps/x1YMV41Bmhcf7chb6). My community classes in High Park are by donation, for all bodies, and no experience is required. What is yoga? We combine breath, movement and awareness, all in the healing nature of High Park. **What to bring?** * Yoga mat (optional - the grass is nice to yoga on) * Water * Weather-appropriate clothing/ blanket for relaxation We yoga rain or shine. There is shelter if we need it. [Exact location](https://maps.app.goo.gl/9424Zn5G1Xf4kTEj7), close the the High Park Forest School by the North Gate (short walk from High Park Subway station, Bloor and High Park intersection). My classes are by donation, or pay what you can. It's also drop-in, so feel free to just show up. Donations can be made at the class in person, via our [Breathing in Nature Gift Economy](https://www.breathinginnature.com/gift-economy/) or e-transfer to nici@breathinginnature.com. On average folks donate between $5-$30 per class. Please don't hesitate to contact me if you have any questions. 416.885.0583 If you are wondering who I am and what I do, feel free to check out my my [website](https://www.breathinginnature.com/), [Instagram](https://www.instagram.com/breathinginnature/), [Facebook](https://www.facebook.com/nicole.bohr) page, [my bio](https://www.breathinginnature.com/about/), or [my LinkedIn](www.linkedin.com/in/nicoleczerwinski/).

Ready to add more fun, movement, and connection to your week? Come join our group dance classes at [Access Ballroom](https://studioaccessballroom.com/)! We have classes **every day except Tuesday**—that’s Monday, Wednesday, Thursday, and Friday at 7:50pm, and Weekends at 3:40pm. Visit our [Monthly Calendar](https://studioaccessballroom.com/class-schedule/) to view the group class Schedule. To sign up you can also download our APP that is in both the Google Play store and the Apple Store. Just look up Access Ballroom. Whether you’re a total beginner or already have some moves, you’ll fit right in! We always have multiple teachers on hand to guide every level, so everyone gets the attention they need. Our amazing environment and welcoming atmosphere are what make us one of Toronto’s premier Latin and Ballroom studios—and it’s why we have the most Google reviews in the city! Don’t just take our word for it—come experience the energy, laughter, and community for yourself. We can’t wait to see you on the dance floor!

## **Let’s Make Something Real** You’re invited to a **Music Production Session** of **Pure Creation.** We’re stripping away the gatekeeping and the endless tutorials. This isn’t a masterclass; it’s a digital jam session where the goal is to walk out with a track that has everyone’s DNA on it. Whether you’re a professional sound designer or you just bought your first MIDI controller yesterday, if you have ideas, we want them in the mix. ### **The Vibe** * **Genre Agnostic:** From lo-fi beats and cinematic soundscapes to heavy techno or glitch—if it sounds good, it stays. * **DAW Agnostic:** Logic, Ableton, FL Studio, Bitwig? It doesn't matter. Use the tools that help you speak. * **Creation Over Teaching:** We believe the best way to learn is by doing. You’ll pick up tricks by osmosis, but our primary mission is the "Export" button. ### **How It Works** We’re keeping the workflow lean so we can stay in the flow state: 1. **Access:** Make sure to Register your spot on MeetUp as well as at [LCMP](lcmpbygoccai.com) to receive ***access links*** to all files as well as the ***final location*** for confirmed attendees. We’ll use a shared Dropbox folder to swap stems, loops, and one-shots in real-time. **Note:** If you are not signed up on [LCMP](lcmpbygoccai.com) **and** MeetUp, you wont receive access. 1. **Bring Your Gear:** Laptop + DAW + Headphones + Charging Cable, Extension Cord (If you need it) Ensure you’re ready to make noise the moment you plug in. 1. **The Master Mix:** We’ll have a central project running. 1. **The Drop:** You create a part, share it, and watch the track evolve. ### **The Essentials** * **Who:** Creatives, noisemakers, and rhythmic thinkers of all skill levels. * **The Goal:** Ensure every person in the room makes a tangible contribution to the final piece. * **The Energy:** High vibes, zero ego, and a shared love for digital alchemy. **Ready to plug in?** We’re keeping these sessions intimate to ensure the best workflow. Location and final logistics will be sent once your spot is confirmed. Register at [LCMP](lcmpbygoccai.com) **"Good energy, good people, and most importantly, good music."**

New Rules: Starting now, we are asking that each person contribute $2 towards maintaining this page. Without our space here on MeetUp, there is no group. So we ask that you bring a tooney when you come to keep us operational. Thank you very much! Thank you to everyone who has ordered something to eat or drink. It's very important that we each make a purchase, even just a tea or coffee, to maintain our welcome. Mil veces, gracias!

Namaskara everyone! ☀️ Join us for our next Toronto Kannadigas outdoor meetup at beautiful Olympic Island ( Picnic site 12) Time: 10:00 AM – 4:00 PM $5 per person or $10 per family ( including couples, parents, kids) Olympic Island ( Picnic site 12) ✨ What’s planned? * Fun outdoor games… 🏏 * Conversations & summer vibes * Beautiful island views and group photos * Meet new people and spend time with the Kannada community 💳 To confirm your spot, please send amount to: krishnaswamyswathi@gmail.com * No refunds ( This does not include the ferry cost ) **Please book your ferry tickets for that day in advance by yourself. Take the ferry to Toronto Center Island.** **We’ll meet at the ferry point if you are there by 10am. Rest of them can come on the next ferry directly to the Olympic Island ( Picnic site 12).** 🎒 Things to bring: • Water bottle • Cap/sunglasses • Sunscreen • Picnic mat/blanket (optional) • Good vibes and lots of energy 😄 Looking forward to another memorable summer day with everyone!

### Each Crossroads & Connections workshop is a fast, friendly mash-up: short demos, paired practices and intentional reflection. We keep it light, embodied, and social—so wisdom lands in your muscles and your circle, not only your mind. There isn’t one technique that fixes everything, for everyone, in every situation. ### What is it? We pair complementary domains to spark shared flow, fresh insight, and unforgettable “aha!” moments. You leave with lived skills, not just notes. * **Dialogue** gets you out of solo spin: small-group formats expose blind spots and sharpen “shared reality,” so your next move matches *this* person and *this* moment. * **Imaginal** practice is guided “as if” rehearsal you look *through*, not *at*: walking the beats before the scene means your body recognizes turns when stakes rise. * **Mindfulness** steadies the camera: attention stops jerking around, drama gets de-amplified, and you can catch the instant you’re narrating motives and swap in one honest question. * **Embodiment** makes it actionable through direct, non-verbal experience and how your inner experience matches your outer expression. Facilitators: Varies Fee: $30USD - Or a 10-pack for $200USD [Please visit here](https://awakentomeaning.com/crossroads-and-connections/) for registration and more information.

Most people still use AI like a search box: type one question, get one answer, repeat. But the next step is AI agents: systems that can take a goal, break it into steps, use tools, remember context, and produce useful work for a human to review. In this beginner-friendly session, we’ll demystify what AI agents actually are — without hype or jargon. We’ll walk through practical examples of how agents can help with research, planning, writing, coding, operations, and personal productivity. We’ll cover: * What makes an AI “agent” instead of just a chatbot * How agents break tasks into steps * Where agents are genuinely useful today * Where they fail, hallucinate, or need human review * How to design simple AI workflows for your own work * A live demo of an AI agent-style workflow from start to finish No coding experience required. This is for anyone who wants to understand where AI tools are going and how to use them more effectively right now. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **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

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

**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.*

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!

Build your network the fun and productive way! We have had THOUSANDS of amazing connections created at our luncheons over the last 9 years! Join us at the brand new North High Brewing, in Downtown Dublin, every 3rd Monday from 11:30am-1pm! The address is: 56 N High St, Dublin, OH 43017 There is plenty of free parking across the street in the Library Parking lot! All are welcome, and there is no charge for the event. Just purchase your own lunch! Whether you are a new networker, or a seasoned networker, you'll feel welcome from the time you arrive, and leave energized with all of your new connections! Arrive at 11:30am to enjoy some open networking in a very cool location! At 11:45am, everyone will be seated, order their own meals, and get to know their new table-mates! Beginning at noon, we provide the opportunity for all participants to be introduced and welcomed to the group. Having a good conversation and want to stay longer? No problem, we have a private room, so stay as long as you like. We do have a limited amount of space, so RSVP right away and please honor your RSVP! I will keep an eye out and close off the event once we reach capacity. See you at lunch! By attending an event with the CONNECTED Networking Group, Become a Better Networker, and/or Chris Borja, you are granting permission to the CONNECTED Networking Group, Become a Better Networker, Chris Borja, and anyone authorized, to have unlimited right, without charge, to use your likeness in photos, videos, recordings and in all media now known or hereafter created to be used and distributed in perpetuity for promotional and publicity purposes. By attending an event you agree to release the CONNECTED Networking Group, Become a Better Networker, Chris Borja, and anyone authorized, their staff, board of directors, members and their partners from any liability.

We are bringing Microsoft Build sessions to Columbus Ohio! The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us! And yes, there will be free food. Please RSVP via [Microsoft Build //localhost:columbus | Microsoft Reactor](https://developer.microsoft.com/en-us/reactor/events/27247/).