Software Architecture

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!

Most people use LLMs by feel: ask a question, read the answer, decide whether it “seems good,” and move on. That works for casual use. It does not work when you are building software, automating workflows, writing important documents, or relying on AI for anything that needs to be repeatable. In this talk, we’ll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. We’ll cover how prompt changes affect results, how to compare outputs, how to build simple evaluation sets, and how math-based methods like similarity scoring can help you move beyond guesswork. This will be beginner-friendly, so even if you don't know anything about AI, you should get something out of it. However, this will be a little more technical than our intro talks. You do not need to be an AI researcher, but programmers and technically curious attendees will get a lot out of it. We’ll cover: * Why “it looks good” is not enough * How to improve prompts by changing the input, context, and constraints * How to compare LLM outputs more systematically * Basic evaluation techniques for accuracy, consistency, and usefulness * How embeddings, cosine similarity, and scoring can help evaluate results * Where automated evaluation works — and where humans still need to stay in the loop By the end, you’ll have a practical mental model for treating LLMs less like magic and more like systems you can test, measure, and improve. 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.

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)

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

You can sleep in on the Sesquicentennial (observed), we’re shifting to the following Friday. But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why I’d even want to. Thanks to the team at Nationwide of supporting the group.

Topic to be announced. **CALL FOR SPEAKERS** Learn more: https://www.awscolumbus.com/get-involved/ **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: https://www.veeam.com/ **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **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

**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

We have moved to guild.host. Look us up there. https://guild.host/events/buckeye-cocoaheads-rcavwd