Data Science using Python

How do large tech companies get thousands of engineers to actually adopt AI, not just experiment with it? Not just through top-down mandates, but through guilds, task forces and communities that create momentum from within. Join us for an event where engineering leaders who've done this share their playbooks so that you can do it too. **This meetup is hosted by HoneyBook Engineering and Glue.** —---- **Agenda:** 17:45 - 18:30 - Food, drinks and mingling 18:30 - 20:00 - **Hadar Bismut** \| AI Communities & Guilds Builder\, Glue *Making AI stick: How Guilds and Communities Drive AI Adoption from Within* **Daniel Kidon** \| Backend Guild Lead\, HoneyBook *Build the Road Before the Car: How Guilds Turn AI Chaos into Momentum* **Netanel Abergel** \| Director of R&D\, monday\.com; **Sergei Safrigin** \| Software Engineer\, Tech Lead\, monday\.com *From AI-Assisted to AI-Native: When Agents Become Teammates* **Asaf Bruner** \| Engineering Group Manager\, SAP *Building a Digital Brain: From AI-Ready Repos to Agents in Daily Work* **Lihi Kab** \| Sr\. Technical Program Manager\, HiBob *From Guild to Impact: Using AI Communities to Shorten the SDLC* 20:30 - More drinks and mingling! The talks will be delivered in Hebrew. —---- **Making AI stick: How Guilds and Communities Drive AI Adoption from Within - Hadar Bismut, Glue** How can organizations support their teams in adopting AI, and not just deploy tools and random use cases that don’t really move the needle on velocity or SDLC? Hadar Bismut, Founder of Glue, will map the community structures that make AI adoption stick: from AI Champions and AI communities to engineering and AI guilds, and why the most lasting change grows from real employee needs, not top-down decisions. This session sets the stage for the four case studies that follow. **Build the Road Before the Car: How Engineering Guilds Turn AI Chaos into Momentum - Daniel Kidon, Backend Guild Lead, HoneyBook** When "AI is the big bet," most companies don't get clarity first, they get scatter. Prototypes everywhere, competing approaches, no shared foundation. Daniel Kidon, Backend Guild Lead at HoneyBook, will share how their Engineering Guild built a cross-functional AI task force that shipped a standardized AI platform and working MVP in six weeks, before the product had a single final use case. **Building a Digital Brain: From AI-Ready Repos to Agents in Daily Work - Asaf Bruner, Engineering Group Manager, SAP** In large engineering orgs, AI creates real impact when it's grounded in product context, not just code completion. Asaf Bruner, Engineering Group Manager at SAP Labs Israel, will share how SAP’s AI Guild built a “Digital Brain” across multiple products: making repos AI-ready, connecting them into shared semantic context, and embedding agents into daily workflows. Expect architectural choices, what failed, and what they changed mid-flight. **From Guild to Impact: Using AI Communities to Shorten the SDLC - Lihi Kab, Sr. Technical Program Manager, HiBob** What happens when you stop optimizing individual tasks with AI and rethink the entire delivery lifecycle instead? Lihi Kab, Sr. Technical Program Manager at HiBob, will share how an AI-powered Product Guild broke the SDLC into phases, matched each with the right AI tools, and found where AI truly accelerates delivery, through community-led experimentation, not top-down rollouts. **From AI-Assisted to AI-Native: When Agents Become Teammates - Netanel Abergel, Director of R&D and Sergei Safrigin, Software Engineer, Tech Lead, monday** At monday.com, AI agents are teammates - each with a name, a role, and a team. They join engineering squads, get assigned monday items, reply in Slack threads, ship features to production, review PRs on GitHub, and monitor what they shipped. Netanel and Sergei will share how monday's AI Champions scaled the Builders organization from AI-assisted to AI native teams - where agents and humans work side by side. —---- See you soon!

How do large tech companies get thousands of engineers to actually adopt AI, not just experiment with it? Not just through top-down mandates, but through guilds, task forces and communities that create momentum from within. Join us for an event where engineering leaders who've done this share their playbooks so that you can do it too. **This meetup is hosted by HoneyBook Engineering and Glue.** —---- **Agenda:** 17:45 - 18:30 - Food, drinks and mingling 18:30 - 20:00 - **Hadar Bismut** \| AI Communities & Guilds Builder\, Glue *Making AI stick: How Guilds and Communities Drive AI Adoption from Within* **Daniel Kidon** \| Backend Guild Lead\, HoneyBook *Build the Road Before the Car: How Guilds Turn AI Chaos into Momentum* **Netanel Abergel** \| Director of R&D\, monday\.com; **Sergei Safrigin** \| Software Engineer\, Tech Lead\, monday\.com *From AI-Assisted to AI-Native: When Agents Become Teammates* **Asaf Bruner** \| Engineering Group Manager\, SAP *Building a Digital Brain: From AI-Ready Repos to Agents in Daily Work* **Lihi Kab** \| Sr\. Technical Program Manager\, HiBob *From Guild to Impact: Using AI Communities to Shorten the SDLC* 20:30 - More drinks and mingling! The talks will be delivered in Hebrew. —---- **Making AI stick: How Guilds and Communities Drive AI Adoption from Within - Hadar Bismut, Glue** How can organizations support their teams in adopting AI, and not just deploy tools and random use cases that don’t really move the needle on velocity or SDLC? Hadar Bismut, Founder of Glue, will map the community structures that make AI adoption stick: from AI Champions and AI communities to engineering and AI guilds, and why the most lasting change grows from real employee needs, not top-down decisions. This session sets the stage for the four case studies that follow. **Build the Road Before the Car: How Engineering Guilds Turn AI Chaos into Momentum - Daniel Kidon, Backend Guild Lead, HoneyBook** When "AI is the big bet," most companies don't get clarity first, they get scatter. Prototypes everywhere, competing approaches, no shared foundation. Daniel Kidon, Backend Guild Lead at HoneyBook, will share how their Engineering Guild built a cross-functional AI task force that shipped a standardized AI platform and working MVP in six weeks, before the product had a single final use case. **Building a Digital Brain: From AI-Ready Repos to Agents in Daily Work - Asaf Bruner, Engineering Group Manager, SAP** In large engineering orgs, AI creates real impact when it's grounded in product context, not just code completion. Asaf Bruner, Engineering Group Manager at SAP Labs Israel, will share how SAP’s AI Guild built a “Digital Brain” across multiple products: making repos AI-ready, connecting them into shared semantic context, and embedding agents into daily workflows. Expect architectural choices, what failed, and what they changed mid-flight. **From Guild to Impact: Using AI Communities to Shorten the SDLC - Lihi Kab, Sr. Technical Program Manager, HiBob** What happens when you stop optimizing individual tasks with AI and rethink the entire delivery lifecycle instead? Lihi Kab, Sr. Technical Program Manager at HiBob, will share how an AI-powered Product Guild broke the SDLC into phases, matched each with the right AI tools, and found where AI truly accelerates delivery, through community-led experimentation, not top-down rollouts. **From AI-Assisted to AI-Native: When Agents Become Teammates - Netanel Abergel, Director of R&D and Sergei Safrigin, Software Engineer, Tech Lead, monday** At monday.com, AI agents are teammates - each with a name, a role, and a team. They join engineering squads, get assigned monday items, reply in Slack threads, ship features to production, review PRs on GitHub, and monitor what they shipped. Netanel and Sergei will share how monday's AI Champions scaled the Builders organization from AI-assisted to AI native teams - where agents and humans work side by side. —---- See you soon!

**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). Topic: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. 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 Central OH Python at centralohpython@gmail.com

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 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 speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

**Talk Description** Coming soon **Agenda:** 7:00pm - Opening announcements 7:10pm - Main Topic 7:50pm - Q&A

**Practical Curiosity: Learning from Everyday Data** How do we actually get better at utilizing our day-to-day data? Fancy dashboards and complex models might look nice and draw attention, but that’s not where most of us spend our time. In fact those shiny outputs frequently sit unused, while the real insights are drawn from the analyst’s daily practice. Sometimes it’s as simple and as powerful as noticing that a segment is shrinking, a channel is underused, or certain links keep getting all the clicks. There’s many different places that the spark of insight can come from, but you have to keep your head in the data and know where to look. In this session, we’ll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. You’ll leave with inspiration for your own use cases, along with a few simple ways to ask better questions, spot meaningful patterns, and make smarter decisions without overcomplicating it. **About Our Speaker:** [Elaine Armbruster](https://www.linkedin.com/in/elainearmbruster/) is a Director of Digital Experience at the [American Diabetes Association](https://diabetes.org/), where she focuses on using data and insights to create smarter, more effective digital experiences. A lifelong Columbus resident, she has built her career in email marketing and the broader digital user journey, and is finding she most enjoys working in the messy middle where systems, data, and big ideas don’t quite line up yet. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

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

We're planning a hands-on technical session focused on building AI solutions in ServiceNow - think skills, agents, and real-world use cases. If you’re curious about AI on the platform, RSVP now and stay tuned for more details. Let's build together!

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia