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High Scalability Computing Events Today

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AI Engineering in Production: Agent Architectures, Flows & Coding Agents
AI Engineering in Production: Agent Architectures, Flows & Coding Agents
As AI engineering moves from experiments to production, the challenge is no longer just “using an LLM” - it’s architecting real systems around agents, context, and control. In this meetup, we’ll explore how companies build reliable multi-agent flows, refactor early hacks into scalable architectures, and get AI coding agents to produce real, shippable work. We’re bringing together experts from HoneyBook, DoorLoop, and Unity to share how they design agent architectures, evolve prototypes into robust systems, and turn coding agents into productive teammates. Join us for an evening where AI engineering gets practical, hands-on, and deeply real. —---- **Agenda:** 17:30 - 18:30 - Food, drinks and mingling 18:30 - Onboarding Zen: Orchestrating Multi-Agent Flows into One Whole Experience - Idan Doron, Senior Full Stack Engineer at HoneyBook 19:00 - Refactoring the Agent: From Hardcoded Logic to Unified LangGraph & MCPs - Maor Oz, Technical Lead at DoorLoop 19:30 - AI Coding Agents: From Vibes to Production - Nir Jacob, Senior Full Stack Engineer at Unity 20:00 - More drinks and mingling! The talks will be delivered in Hebrew. —---- **// Onboarding Zen: Orchestrating Multi-Agent Flows into One Whole Experience - Idan Doron, Senior Full Stack Engineer at HoneyBook** Forcing an LLM to behave the way you intend is a never-ending challenge, and we faced this challenge in our onboarding experience. At HoneyBook, our onboarding experience uses multiple AI agents - contracts, invoices, pipeline, and an onboarding specialist - each tied to a unique UI mode. That worked well until we realized real users don’t stick to a single intent, and they move from one context to another while staying with the same agent and the same UI experience. In this talk, we’ll explore how we built a multi-agent orchestrator that keeps onboarding seamless and context-aware. We’ll share how we designed intent routing, used “think tools” that guide reasoning without extra LLM calls, created safe fallback paths, and balanced model decisions with deterministic logic. ***About the speaker:*** Idan is a Senior Full Stack Engineer at HoneyBook, driving AI initiatives from product development to company-wide task forces. One of the first to introduce AI at HoneyBook, she now focuses on agentic AI engineering. In her free time, you can find her doing functional training or baking (though not at the same time). [LinkedIn](https://www.linkedin.com/in/idandoron/) **// Refactoring the Agent: From Hardcoded Logic to Unified LangGraph & MCPs - Maor Oz, Technical Lead at DoorLoop** How do you evolve from a fragile, hardcoded script into a scalable agent architecture? At DoorLoop, we began with almost no AI context, stitching together limited workflows without tools. It quickly became clear that this approach could not scale. In this session, we will explore the real engineering journey of building an AI platform, tracing the evolution from early RAG experiments to fully stateful, production-grade agents. We’ll cover the steep learning curve of adopting LangChain, the early limitations of tool-less and prompt-only workflows, and the pivotal shift to the ReAct paradigm. Finally, we’ll look ahead to the future of agent scalability, focusing on how the Model Context Protocol (MCP) enables clean, standardized connections between agents and internal tools, unlocking a more modular, extensible, and maintainable AI architecture. ***About the speaker:*** Maor Oz is an AI Technical Lead at DoorLoop. Over the past two years, Maor was a Technical Lead focused on strengthening the company’s infrastructure and developer experience. Six months ago, he transitioned into an AI Technical Lead role, where he now leads DoorLoop’s initiative to introduce and scale multiple AI agents across the company. In his free time, you can find Maor playing various instruments, creating music and playing video games. [LinkedIn](https://www.linkedin.com/in/maor-oz-a02129100/) **// AI Coding Agents: From Vibes to Production - Nir Jacob, Senior Full Stack Engineer at Unity** If you’ve ever found yourself in a never-ending debate with an AI where “You Are Absolutely Right!” you know the unique frustration of working with LLMs that sound certain but act chaotic. This talk digs into what’s really happening under the hood when AI tries to help you write code and why things so often go sideways. We’ll walk through real cases where good prompts went bad, bad context ballooned into messy diffs, and where the AI’s confidence outpaced its correctness. More importantly, we’ll explore practical methods to fix this with advanced context-engineering techniques, task delegation across specialized sub-agents, and patterns that dramatically reduce hallucinations and missteps. You’ll learn how to structure conversations, break down problems, and guide coding agents so they become dependable collaborators instead of unpredictable debaters. This session will show you how to turn your AI slop into vibes and finally get AI to help you write better code, faster. ***About the speaker:*** Nir Jacob is a Senior Full Stack Engineer at Unity. He has spent the past year leading the adoption of AI-powered coding tools across R&D. With deep experience in building high-quality software and a curiosity-driven mindset, he loves exploring emerging technologies, experimenting with new developer tools, and pushing the boundaries of what’s possible. Outside of work, you’ll often find him tinkering with the latest AI assistants or testing whatever new tech lands on his desk. [LinkedIn](https://www.linkedin.com/in/nirjacob/) —---- See you soon!
קורס ארדואינו, רובוטיקה ותכנות פיזי באמצעות ארדואינו, בעשרה מפגשים
קורס ארדואינו, רובוטיקה ותכנות פיזי באמצעות ארדואינו, בעשרה מפגשים
אות בוגרים מתלהבות ומתלהבים... לא טועים! מרכז החדשנות מייקלאב מזמין אתכם ל קורס ארדואינו ותכנות פיזי. ארדואינו היא פלטפורמת פיתוח המבוססת על חומרה ותוכנה פשוטות לשימוש, המאפשרת פיתוח של פרוייקטים יצירתיים במיוחד ברוח עשה-זאת-בעצמך (DIY). קורס בנוי מעשרה מפגשים של למידה אינטנסיבית וכיפית. כל מפגש כולל לימוד חומר תאורטי והרבה התנסות Hands On חוויתית. במהלך הקורס תכירו: עבודה בסיסית עם חשמל ואלקטרוניקה, יסודות שפת C++, עקרונות החישה באמצעות סנסורים שונים: אור, חום, קול, מגע, מרחק ועוד, עקרונות הפעלה של רכיבים כמו מנועים, רמקולים, ממסרים, לדים ועוד, בניית רובוט מתנייע ונשלט מרחוק, חיבור מכשירים מבוססי ארדואינו לסמארטפון (ולאינטרנט) ועוד ועוד. הקורס מיועד למבוגרים ונוער (16+) עלות: ₪2900 הנחה לתושבי יהוד שימו לב: לא מספיק להרשם במיטאפ יש להרשם גם בקישור הבא https://www.makelab.org.il/registration/arduino-course
HackaTAMI
HackaTAMI
**TAMI Hacking Nights** \- join TAMI CTF team and practice challenges and CTFs with us \- share your knowledge about ethical hacking techniques and tools \- bring some device to reverse engineer it and explore how it works \- propose a bug bounty program to work on together \- just watch and learn from others The meetings are informal and open to all levels - from total beginners to hardcore CTF veterans. Join our HackaTAMI Telegram channel ([https://t.me/+KAXY_iPcPlpmZTRk](https://t.me/+KAXY_iPcPlpmZTRk)) to discuss what we will do this Tuesday and come to TAMI. ========== TAMI wiki: [https://telavivmakers.org](https://telavivmakers.org) TAMI main Telegram channel: [https://t.me/+0t5M0-jK9iIwZmM8](https://t.me/+0t5M0-jK9iIwZmM8)
ChessBar Israel Chess @Masaryk Wine & Flowers #Tuesdays
ChessBar Israel Chess @Masaryk Wine & Flowers #Tuesdays
## Details Hi everyone, ⚠️ You need to join the Whatssapp community and get a confirmation on WhatssApp that there are still spots available in order to be able to attend. You can join the chess community here by filling the form: https://chessbarisrael.com/#join-us The next edition tournament will take place on **Tuesday.** 📍 **Where:** Masaryk Wine & Flowers, **80 King George St, Tel Aviv** 📅 **When:** 6:15 PM - 8:30 PM ♟️ **Format:** 5 rounds of 8+2 (Rapid) OR Meet & Play (depends on which Tuesday) 🥇 **Prizes:** * **Top Winners:** bottles of wine * **Best Under 1500/800:** 1 hour of private chess lesson * **Sandwich for a randomly picked player** ✨ **How does it work?** This is a friendly, unofficial event (not reported to FIDE) and part of a **bi-weekly series of tournaments** held in bars around Tel Aviv. ⚠️ There is an entrance fee for the event including the first free drink and prizes! **Spots are limited!** ⚠️ You need to join the Whatssapp community and get a confirmation on WhatssApp that there are still spots available in order to be able to attend. Olivier 🎉

High Scalability Computing Events This Week

Discover what is happening in the next few days

Actually an Interesting Evening About Building AI Agents
Actually an Interesting Evening About Building AI Agents
Get the **latest practical tools and techniques for building AI agents**, simple and to the point. Whether someone at your company said "WE NEED AI NOW", or you just have a startup idea, **you need to know what's the best tools for building AI agents now**, not all the deprecated stuff from last week. Join us to learn the latest and greatest from our amazing speakers, mingle, and most importantly eat some pizzas and drink a bit (or whatever tasty food we can get)! **On the agenda (the usual...):** * **18:00-18:30** \- Mingling\, pizza and drinks 🍕 * **18:30-18:45** \- Quick welcome & updates by [Ashley Majar @ Cyshel](https://www.linkedin.com/in/ashleymajar/) * **18:45-19:00** \- Why Your AI Needs a Brain\, Not a Spreadsheet by [Rom Iluz @ MongoDB](https://www.linkedin.com/in/rom-iluz/) * **19:00-19:30** \- How We Built the \#1 Deep Research Agent by Doing Less by [Eyal Ben Barouch @ Taviliy](https://www.linkedin.com/in/eyal-ben-barouch-007-1a2b3c4d5/) * **19:30-20:00** \- Awareness vs\. Memory \- How I Mix Both by [Yogev Ben-Tov @ Team0](https://www.linkedin.com/in/ybentov/) * **20:00-20:30** \- How to Work with 4 Terminals and Kickass by [Sahar Carmel @ Mixtiles](https://www.linkedin.com/in/saharcarmel/)
🚀 Kuberly Hackathon – Build Like a devops
🚀 Kuberly Hackathon – Build Like a devops
Always wanted your developers to act like DevOps engineers? Now they actually can. Join the Kuberly Hackathon by Profisea – AWS Premier Partner and GCP Partner – and learn how to build cloud-native apps with best practices, security, and automation baked in. **About Kuberly** Kuberly by Profisea is your **automated Kubernetes on AWS** – ready in minutes, with no heavy lifting. It comes with everything modern teams need: * **Built-in DevOps essentials** – CI/CD, secrets management, monitoring, and release automation out of the box. * **Smarter automation** – self-healing infrastructure, SSL certificates, DB and traffic management, and upgrades made simple. * **AI-powered assistant** – instantly troubleshoot logs, metrics, traffic, and even cloud costs. * **Cost efficiency from day one** – optimized performance without overspending. * **Continuous AWS support** – expert help when you need it.
Jan. 2026 Node.js Monthly Meetup
Jan. 2026 Node.js Monthly Meetup
\#\# Full Agenda From: Rotem Gani \| Chen Amrani \| Efi Merdler Kravitz : \[Hebrew\] **Seize the automation - Turning a One-Off Fix into Org-Wide Automation** ​Every engineering team has that moment: a repetitive, error-prone change that needs to be applied across dozens of repositories. Everyone knows it should be automated — but somehow it never is. ​ This talk tells the real story of how one such "annoying but necessary" fix evolved into a fully-fledged AI-powered automation platform used across an organization. From: Ron Klein [Hebrew] **Use Caching and Hashing to avoid Crashing** ​Sure, your framework has a cache. Your CDN has one too. But do you really know what they’re doing? ​In this session, we’ll build a tiny in-memory cache on purpose - so we can break it, fix it, and understand what real caching systems are actually solving. We’ll explore common failure modes like stale data, race conditions, invalidation pain, and the dreaded thundering herd, then level up with ETags and conditional HTTP requests. ​You’ll leave with a clearer intuition for how caching really works - and how to use it to make your backend faster, calmer, and more resilient. Kindly be informed that attendance at the meetup is on a first-come, first-served basis until capacity is reached. Although a place has been reserved for you (after click on attend button), please note that it **does not guarantee your spot.** Register via Luma -> [https://luma.com/1vzetmmg](https://luma.com/1vzetmmg) Kindly be informed that attendance at the meetup is on a first-come, first-served basis until capacity is reached. Although a place has been reserved for you (after click on attend button), please note that it **does not guarantee your spot.**
In person Rust January 2026 at AWS in Tel Aviv
In person Rust January 2026 at AWS in Tel Aviv
Date: 2026.01.07 Start: 18:00 \* **Mingling** (30 minutes) \* **Rust is the future of Linux drivers** by [Leon Vak](https://rust.org.il/people/leon-vak) Language: (Hebrew) Length: 60 min I gave a talk about Rust in the Linux kernel back in 2024. Back then, it was mostly an experiment and honestly, there was a lot of debate around it. Even though I was excited, for my daily work—writing DMA and PCIe drivers for our customers—I still stuck with C. The situation felt shaky: one day Linus would say something positive, and the next day a lead maintainer would quit because of the "non-technical nonsense." But while the headlines were messy, the developers kept working quietly and closing the gaps. Fast forward to today, the "experiment" tag is officially gone. With the new Nova driver for NVIDIA and subsystems like Binder already running in Rust on millions of devices, it is no longer a question of "if," but "when." I decided it’s the right time to take a deep dive into what we have today and see if we are finally ready to move our daily driver work from C to Rust.
תולדות הדיגיטל בישראל - סיפורו של ארכיון
תולדות הדיגיטל בישראל - סיפורו של ארכיון
האם ידעתם שבן גוריון חשב וכתב על AI? מה נדרש כדי לקבל קו טלפון בשנות השבעים? מתי התחילו להשתמש במיכון לשימוש מדעי הרוח? חנן כהן, ממקימי אתר "לא רלוונטי" ויזם ארכיון תולדות המיחשוב, האינטרנט וההייטק בישראל, ישתף אותנו בהרצאה מרתקת על תהליך יצירת הארכיון ועל שאלות מעניינות שעלו בדרך. בהרצאה הוא ישתף בסיפורים נדירים, מסמכים היסטוריים ותמונות שאסף ושמר. הצצה להיסטוריה שמראה שמה שנראה היום חדשני וייחודי, כבר חשבו עליו פעם. למבוגרים ונוער (16+). ההשתתפות ללא תשלום אך כרוכה ברישום מוקדם. שימו לב: לא מספיק להרשם במיטאפ יש להרשם גם בקישור הבא , שם תמצאו גם פרטים נוספים https://link.makelab.org.il/Digital-Archive
Startup Designers #40
Startup Designers #40
**נפתח את השנה עם מיטאפ שווה במיוחד שינסה לגשר על הפערים בין עיצוב, מוצר ובינה מלאכותית.** זה לא ערב של מתודולוגיה אחת נכונה, אלא של נקודות מבט שונות, התלבטויות אמיתיות, ניסיון מהשטח, והרבה כנות לגבי איך הדברים נראים כשעובדים עם כלים חדשים, קצב גבוה וציפיות משתנות. אנחנו מזמינות אתכם לבוא לשמוע, לשאול שאלות, ולצאת עם זוויות מחשבה וכלים שאפשר לקחת ישר לעבודה. **בערב הזה נשמע על:** * איך מגשרים על הפער: ממסכים סטטים לפרוטוטייפים דינמיים * איך תפקיד המעצב משתנה כשבינה מלאכותית נכנסת עמוק לתוך התמונה * איך בונים מוצר לסטרטאפים בשלבים מוקדמים בעולם שרץ מהר מתמיד **האירוע יתקיים במשרדים של חברת סימילרווב בגבעתיים, ביום רביעי 7.1.26 בשעה 19:00 בערב** \* **19:00-19:20 מינגלינג ונשנושים!** \* עומר אבירם **Bridging the Gap: Static Screens to Live Prototypes** \* אנה סטיליאנו **מי המעצב כאן?** \* דוד בלסם **בניית מוצר לסטרטאפים בשלבים מוקדמים** האירוע ישודר לייב לפייסבוק שלנו כך שתוכלו להצטרף מרחוק אם במקרה אתם נניח במדינה אחרת וממש מתגעגעים גם. פרטים נוספים על כל הרצאה תמצאו למטה: נתראה בקרוב! מיכל \-\-\-\-\- **ועכשיו בהרחבה על ההרצאות:** \* **Bridging the Gap: Static Screens to Live Prototypes** מכירים את זה שאתם מייצרים פרוטוטייפ בפיגמה, והכל נראה טוב, אבל כשמנסים לשלב נתונים אמיתיים והתנהגות מורכבת - פתאום משהו לא עובד והכל נהיה מסורבל? בהרצאה אציג איך שימוש בכלי בינה מלאכותית כמו קרסור, מאפשרים לנו לבנות פרוטוטייפ דינמי, מבוסס נתונים אמיתיים ולוגיקות מורכבות כדי לדמות את המוצר האמיתי. נדבר על תהליכי עבודה, דוגמאות פרקטיות וטיפים, שילוב כלים חיצוניים וטכניקות המאפשרות איטרציות ובדיקת פתרונות שונים בקלות. נבין מתי כדאי להשתמש בסוגי הכלים השונים ואת המגבלות שלהם. \* **מי המעצב כאן?** כלי בינה מלאכותית הפכו לחלק בלתי נפרד מתהליך העיצוב, ויחד עם היעילות והמהירות, עלו גם שאלות חדשות: מי מקבל את ההחלטות? מי אחראי על הבחירה? ואיפה עובר הגבול בין עזרה להובלה? בהרצאה נדבר על קבלת החלטות בעיצוב בעידן של בינה מלאכותית: הרגעים שבהם הבחירות מרגישות ברורות מאליהן, איך “קול חכם” נוסף משפיע על שיקול הדעת, ולמה דווקא עכשיו חשוב לעצור ולבחון מחדש את תפקיד המעצב בתוך התהליך. \* **בניית מוצר לסטרטאפים בשלבים מוקדמים** סדנה מיוחדת על בניית מוצר לסטרטאפים בשלבים מוקדמים, אשר תועבר על ידי דוד בלסם, איש מוצר ויזם עם ניסיון בסטרטאפים כמו מליו ו-פרייטוס וממקימי קהילת ה-סיקרט פרודקט קלאב. בסדנה נדבר על בניית מוצרים שבאמת עונים על צרכים אמיתיים של הלקוחות. נבחן את תהליך בניית ה-MVP (בניית מוצר הכרחי מינימאלי), נלמד כיצד לזהות ולהבין את הכאבים האמיתיים של הלקוחות, ונציג שיטות ולידציה יעילות לפתרון. בנוסף דוד יציג איך כל העולם הזה השתנה והתקדם בזכות בינה מלאכותית ואיך הכל רץ יותר מהר.
בשלושה מפגשים Canva קורס
בשלושה מפגשים Canva קורס
בקורס נכיר לעומק את תוכנת העיצוב המופלאה קנבה. נלמד לעצב ולעבוד עם הגרסא החינמית של התוכנה, נכיר טריקים וטיפים לעבודה יעילה בקנבה ונגלה אפליקציות מגניבות במיוחד בתוך קנבה. מיועד למבוגרים (14+) עלות: ₪300 הנחה לתושבי יהוד. שימו לב: לא מספיק להרשם במיטאפ יש להרשם גם בקישור הבא , שם תמצאו גם פרטים נוספים [https://www.makelab.org.il/registration/canva](https://www.makelab.org.il/registration/canva)

High Scalability Computing Events Near You

Connect with your local High Scalability Computing community

Intro to GitHub Copilot: Your AI Pair Programmer - Chris Steele
Intro to GitHub Copilot: Your AI Pair Programmer - Chris Steele
**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
Ohio Fight club
Ohio Fight club
We are a real world Martial arts group. \ Called DO JUNG ISHU (the art of fighting) \ Based off of Jeet kune do we just continued where Bruce Lee left off. \ We have been around a while. \ We are donation based. Every week we get together and work technical skills and live pressure testing. \ Almost all of the instructors have been in everything from altercations in the real world to the ring and some still compete in the cage. \ If you want to take your skills up, improve your confidence, gain self defense skills, get in better shape, test yourself or just want to kill some time and possibly get hit a bit come on down. \ We will be located at 3923 N High St, Columbus, OH 43214 inside the whetstone rec in the auditorium, center upstairs in classroom B or outside in the grass between the playground and horseshoe area. our instructors are normally in a black and red art of fighting shirt \ if you can not find us call or text me at 6143570295 Saturday 1pm Wednesday 5:30pm From Age 16 and up. attendees under the age of 18 must have a guardian with them. \ \ You must have a free leisure card for the rec center and must be registered for our class specifically .\ Wear workout clothing \ Bring a MOUTHPIECE! \ WE HAVE GLOVES. \ Hope to see you soon :-).\ We are run off of donations. \ let me know if you have any questions :)
 Introduction to SQL Server 2025: What’s New, What Matters, and Some AI Too
Introduction to SQL Server 2025: What’s New, What Matters, and Some AI Too
SQL Server 2025 delivers a major round of improvements across performance, security, manageability, and hybrid connectivity, and this session gives you a practical, no‑nonsense tour of what matters most. We’ll cover enhancements to the core engine, query processing, storage, and availability that benefit DBAs and developers regardless of where SQL Server runs. You’ll see how SQL Server 2025 aligns with Azure SQL’s roadmap while still supporting strong on‑premises and VM‑based deployments. We’ll highlight new management, monitoring, and troubleshooting capabilities designed to simplify operations and reduce firefighting. AI‑powered features exist in this release, but the focus here is on the foundational improvements you can use immediately. Whether you’re modernizing, maintaining, or planning your next upgrade cycle, this session will help you understand what’s new and how to prepare your environment and your team.
Fundamentals: by do Jung Ishu/ the art of fighting
Fundamentals: by do Jung Ishu/ the art of fighting
We are a real world Martial arts group. \ Called DO JUNG ISHU (the art of fighting) \ Based off of Jeet kune do we just continued where Bruce Lee left off. \ We have been around a while. \ We are donation based. Every week we get together and work technical skills and live pressure testing. \ Almost all of the instructors have been in everything from altercations in the real world to the ring and some still compete in the cage. \ If you want to take your skills up, improve your confidence, gain self defense skills, get in better shape, test yourself or just want to kill some time and possibly get hit a bit come on down. \ We will be located at 3923 N High St, Columbus, OH 43214 inside the whetstone rec center in the auditorium, upstairs in classroom B or outside in the grass between the playground and horseshoe area. our instructors are normally in a black and red art of fighting shirt \ if you can not find us call or text me at 6143570295 Saturday 1pm Wednesday 5:30pm From Age 16 and up. attendees under the age of 18 must have a guardian with them. \ \ You must have a free leisure card for the rec center and must be registered for our class specifically .\ Wear workout clothing \ Bring a MOUTHPIECE! \ WE HAVE GLOVES. \ Hope to see you soon :-).\ We are run off of donations. \ let me know if you have any questions :)
Christians in Tech - Meetup #26 @ Improving
Christians in Tech - Meetup #26 @ Improving
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)
MadSuite: GPU solvers for large-scale optimization
MadSuite: GPU solvers for large-scale optimization
**Details:** In recent years, the development of scalable continuous optimization solvers on GPUs has made significant progress, primarily driven by advances in GPU-based sparse linear algebra. We first introduce MadNLP.jl, a GPU-native solver for nonlinear programming (NLP) based on interior-point methods and sparse direct solvers. It was the first solver in the suite and remains central to solving general nonlinear problems efficiently. Building on this foundation, MadNCL.jl is a robust meta-solver that orchestrates multiple NLP solves to handle degeneracy, ill-conditioning, and to achieve high-accuracy solutions with tolerances below 1e-8. The latest solver MadIPM.jl, targets large-scale linear and convex quadratic programs (LP / QP). All three solvers are based on second-order algorithms, enabling robustness and accuracy compared to purely first-order methods. We present performance results on real-world benchmark instances, demonstrating substantial speedups between CPU and GPU implementations, while maintaining high solution quality. **Audience Takeaway:** * Second-order methods scale on GPUs * Unified GPU solver suite (NLP / LP / QP) * Robust, high-accuracy solutions * Demonstrated real-world CPU–GPU speedups **Zoom: This is an online event. To attend online, join us on Zoom here at 6pm:** [https://numfocus-org.zoom.us/j/89399976851?pwd=UEgMUZXdYmKdK1x1dIPL6hwUYnp7NW.1](https://numfocus-org.zoom.us/j/89399976851?pwd=UEgMUZXdYmKdK1x1dIPL6hwUYnp7NW.1) **Sponsor:** Adyen, PyData Chicago and NumFocus
DoJo (Informal Python Meeting)
DoJo (Informal Python Meeting)
**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)