DevOps

**Join AWS & Skai for an evening dedicated to one of the most exciting frontiers in GenAI: Agentic AI for real‑world, production‑grade applications.** **Expect cutting‑edge insights, deep technical exploration, live demos — and of course, there will be pizza, beers, and great conversations.** We’ll break down how to design, build, and operate AI agents at scale through a real case study: Celeste AI, the GenAI Marketing Agent built for Commerce Media. Celeste AI already powers hundreds of brands and agencies, delivering up to 50% higher operational efficiency and 20% stronger performance. From there, we’ll dive into the architecture behind agent‑based systems, including multi‑agent collaboration patterns — the same concepts behind tools like Claude Code (sub‑agents, agent teams, orchestration flows) — but implemented with full transparency and control. We’ll demonstrate these patterns in action using AWS Strands, a popular, code‑first open‑source agentic framework. To wrap up, we’ll explore what it really takes to bring agents to production: scaling, security, observability, operations, and evaluation. You’ll see how Amazon Bedrock AgentCore and its nine modular enterprise‑grade services streamline the entire lifecycle from prototype to production. **Why Attend?** * Discover real-world use cases for agentic AI * Participants will gain a practical framework for building a GenAI agent that goes beyond theory. * Get inspired by tools, frameworks, and research pushing the boundaries of Agentic AI **Who Should Join?** * Software Engineers & Tech Leads * AI/ML Engineers & Data Scientists * Product Managers **About the lectures:** * **Avi Ben Yossef** is Sr. Director of AI & Optimization @ Skai. He is data science, big data & gen AI Expert, with over 14 years of experience in building various systems, both from the field of machine learning, recommendation, Agentic AI, and optimization systems. * **Gili Nachum** is an AI Solutions Architect in AWS, working with Israeli leading companies on implementing ML and AI solutions in the last 8 years. Gili has 25 years of software development experience. * **Orgad Kimchi** is a Senior Technical Account Manager at Amazon Web Services. He serves as the customer’s advocate and assists his customers in achieving cloud operational excellence focusing on architecture, AI/ML in alignment with their business goals. **Full Agenda** * **Pizza & Beers** 5:00 PM - 5:30 PM IDT * **Building agents for Real-world application, Celeste AI** 5:30 PM - 6:10 PM IDT Avi Ben Yossef, Sr. Director of AI & Optimization @ Skai * **Dive deep into building agents by using AWS Strands and AgentCore** 6:20 PM - 7:00 PM IDT Gili Nachum, AI Solutions Architect @ AWS Orgad Kimchi, Sr. Technical Account Manager @ AWS

באו לתקן כל מה שלא עובד. יותר טוב אם [צרו איתנו](https://docs.telavivmakers.space/welcome) קשר וספרו לנו מה הולכים לתקן ךפני להגיע. Come to fix together It is much better if you [contact us](https://docs.telavivmakers.space/welcome) and tell what do you want to repair before coming.

TAMI open-fa-sure (Open Night) is a great time to visit the space and get to know how things work. If you want to double check whether someone is in the space, call 03-3726660. ========== TAMI wiki: [https://telavivmakers.org](https://telavivmakers.org) TAMI main Telegram channel: [https://t.me/+0t5M0-jK9iIwZmM8](https://t.me/+0t5M0-jK9iIwZmM8)

במהלך הסדנה נלמד טכניקות מתקדמות של עיבוד גבס פולימרי, חומר קל לעבודה שמאפשר יצירה גמישה ומדויקת; נבין כיצד ליצור דפוסים מרהיבים ומרקמים עשירים וייחודיים, בסגנון קלאסי ועדכני כאחד; נלמד באילו תבניות ניתן לעבוד ונתנסה בהכנת תוצרים דמויי טראצו ודמוי שיש בעזרת החומר. למבוגרים ונוער (16+). עלות: 250 ש”ח ליחיד/ה. לתושבי יהוד-מונוסון – 200 ש”ח ליחיד/ה. שימו לב: לא מספיק להרשם במיטאפ יש להרשם גם בקישור הבא , שם תמצאו גם פרטים נוספים https://link.makelab.org.il/Terrazzo

לצפייה במפגשים הקודמים: [https://www.youtube.com/playlist?list=PLWYO6ItABnqsaUHKt7BXFaZyc319UOHDp](https://www.youtube.com/playlist?list=PLWYO6ItABnqsaUHKt7BXFaZyc319UOHDp) יום שני נפגשים בשרונה להמשיך לקרוא יחדיו ולנהל דיון על הספר: **The Ominous Parallels** נכתב על ידי לאונרד פיקוף ויצא לאור בשנת 1982. הספר סוקר את התרבות והאקלים הפילוסופי בגרמניה שהוביל לעליית הנאציזם ולשואה. הספר מציג כיצד תהליכים תרבותיים ופילוסופים דומים מתחוללים בארה״ב ובמערב. את הספר נקרא באנגלית והדיון יתקיים בעברית. את המפגש יוביל אייר רייכל, עמית מרכז איין ראנד בישראל ההשתפות כרוכה בתרומה למרכז איין ראנד בישראל. 20 ש"ח למפגש. חינם: למשתתפים שתורמים תרומה קבועה של 50 ש"ח ומעלה בחודש. [קישור לתרומה](https://www.aynrand.org.il/donate) הספר זמין לרכישה וניתן בחינם לתורמים הקבועים של המרכז מיקום: וויוורק שרונה מרקט הוראות כניסה: יש להיכנס בכניסה א' של שרונה מרקט, מול מסעדת "מקסיקנה" יש דלת לחדר מדרגות, יש לעלות לקומה ה3 ולצלצל לפתיחת הדלת לאייר רייכל 050-5210025. למגיעים ברכבת הקלה, לרדת בתחנת יהודית. למגיעים ברכב, חניה מומלצת ב"חניון פלטיניום" (מופיע בוייז). או בחניון "מילניום" (שקצת רחוק יותר) ב10 ש"ח עם אפליקציית סנטרל פארק. לתיאום הגעה בפעם הראשונה ולמתלבטים ניתן ליצור קשר עם אייר בטלפון ובוואטסאפ 050-5210025

🍕 **18:00 – 18:30** · **Gathering, Pizza & Drinks** 📣 **18:30 – 18:45** · **Welcome + Latest Claude Updates** · Boaz Ziniman - Claude Israel User Group 💻 **18:45 – 19:15** · **Claude + AWS: New Ways to Build Together** · Eitan Sela - Principal GenAI/ML Specialist Solutions Architect @ Amazon Web Services Discover how Anthropic's Claude tools integrate with AWS to unlock new ways of working. We'll explore Claude Code, the agentic coding assistant that lives in your terminal, powered by Amazon Bedrock, and Claude CoWork, Anthropic's agentic AI that lets anyone delegate knowledge work like reports, spreadsheets, and file organization from the Claude desktop app. Through a live demo, we'll connect Claude Code to AWS services via AgentCore Gateway and MCP servers, showing how developers can access tools dynamically with a single connection. Whether you code or don't, this session shows how Claude and AWS work better together. 👾 **19:15 – 19:45** · **Shipping with Claude: Lessons From Real Projects** · Ran Isenberg - AWS Hero, Principal Software Architect @ Palo Alto Networks I ship with Claude every day, on my personal brand website, home projects, and my daily job. I am not a Claude master, but the LinkedIn flood about the latest Claude bells and whistles misses the point. The tool matters far less than the person holding it. Using it correctly, with the right configurations and state of mind, is what moves the needle. In this talk I will share the setup and insights that help me deliver. We will cover real Claude Code and Cowork use cases, how to expand both with community and custom skills, and how AI SDLC frameworks like BMAD bring structure to this non-deterministic domain. Everything is grounded in real projects and will be shareable. 🍻 **19:45 – 20:00** · Drinks & Geek Out Claude User Group Israel 🇮🇱. A joint meetup with the AWS User Group Israel, hosted at the AWS office in Tel Aviv. Claude Code is powerful, but if you’re not careful, it burns tokens fast. This session is about working smarter: how to structure your prompts, manage context, and get more done per session without watching your costs spike. We’ll cover practical techniques developers are using right now, from reducing unnecessary context to getting Claude Code to produce better output on the first try. Talks and topics will be announced shortly. RSVP now to hold the date. **Who should come?** Developers actively using Claude Code who want to get more out of it. This is not a general AI overview, we’re going straight into the workflows. **Venue capacity is 200. Seats are first come, first served - arrive early to avoid missing out.**

סתם מפגש של חברי קהילת מעקף לדבר על מה שבא לנו. אין אג'נדה פשוט יושבים ביחד ומפטפטים.

**ניהול מוצר מאחורי הקלעים:** ב-19 במאי ניפגש ליום שלם של 12 סיפורים אמיתיים על ניהול מוצר: אסטרטגיה, קבלת החלטות בזמן אמת והשפעה שנמדדת גם בעסקאות, לא רק בפיצ'רים. נדבר על הבינה, הכוכבת הראשית, על הפיצ'רים ה״מתבקשים״ שבחרנו דווקא לא לבנות, ועל הקריירה שלנו כמוצר שדורש פיתוח בעצמו. **PM Live: Where Product Experts Meet** לפרטים, הרשמה וכרטיסים (זהו כנס בתשלום): [https://pmlive.co.il/2026](https://pmlive.co.il/2026)

Come every third Tuesday of the month, install [Kali ](https://www.kali.org/get-kali/#kali-live)and last [Debian stable release](https://cdimage.debian.org/debian-cd/current/amd64/iso-cd/debian-13.1.0-amd64-netinst.iso), and meet the HackTAMI squad. The workshop is intended to those who want to become [Free ](https://en.wikipedia.org/wiki/Free_software)Linux advanced users and take most of the juice of their computers. The installation will be performed with a separate /home directory to make it coexist with other OS. A 50₪ donation to TAMI will be welcomed. בואו כל יום שלישי בשבוע השלישי של כל חודש והתקינו את [קלי](https://www.kali.org/get-kali/#kali-live) ואת[ גרסה יציבה של](https://cdimage.debian.org/debian-cd/current/amd64/iso-cd/debian-13.1.0-amd64-netinst.iso)[ דביאן](https://cdimage.debian.org/debian-cd/current/amd64/iso-cd/debian-13.1.0-amd64-netinst.iso "https://cdimage.debian.org/debian-cd/current/amd64/iso-cd/debian-13.1.0-amd64-netinst.iso"). הסדנה מיועדת למי שרוצה להפוך למשתמשים מתקדמים של לינוקס [חופשי ](https://en.wikipedia.org/wiki/Free_software)ולנצל את רוב התועלת של המחשבים שלהם. ההתקנה תתבצע עם תקייה /home נפרדת כדי לאפשר לעבוד עם מערכות הפעלה אחרות. תרומה של 50₪ לתאמי תתקבל בברכה.

**שאלו רו״ח כל דבר על כסף, מיסים והקמת עסק משחקים בישראל, וכו׳** אפשר לשאול שאלות מראש בלינק הבא: https://forms.gle/aef3k8JsagyB2Xyw5 זהו מפגש שאלות ותשובות עם משה כהן, רואה חשבון, על איך לנהל את ההיבטים הפיננסיים של הקמת וניהול סטודיו/חברת משחקים בישראל. נדבר על נושאים כמו: * איך לבנות מבנה מתאים לסטודיו (פרילנסר מול חברה) * מיסוי למפתחי אינדי וצוותים קטנים * מה המשמעות של מודלי הכנסה שונים (Steam, מובייל, פבלישרים וכו’) מול רשות המיסים * ניהול הוצאות, חוזים וחלוקת רווחים * עבודה עם צוותים מרחוק ושיתופי פעולה בינלאומיים אם אתם מפתחי משחקים עצמאיים, שוקלים להקים סטודיו, לגייס כסף ולבנות צוות, בוחנים מודלים להכנסות, או פשוט סקרנים לגבי הצד הפיננסי של עולם המשחקים - משה יענה על השאלות שלכם. **פורמט:** הקדמה קצרה + שאלות ותשובות פתוחות

**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)

Signing up is via [LUMA.](https://luma.com/r8xfehz3) https://luma.com/r8xfehz3

PLEASE NOTE!!! This event will be In-Person for our very 1st Improving collab! If you know the [Columbus Unity group](https://www.meetup.com/columbus-unity-user-group/) location, we'll be at the same place. This is our 1st event and are doing a soft launch with limited attendance. 1st come 1st serve. If you want to be there and we fill up, please email me at [info@thecogg.com](mailto:info@thecogg.com) and I'll be in touch. All street parking is free on Sundays but you can also pay to park in any of the local garages. See image of [parking map here](https://drive.google.com/file/d/1Mr9_LFIggbs-0_Zd3AJTGNqEhgMf2TzQ/view?usp=sharing). \-\-\- On the last Sunday of the month, we're having our usual end-of-the-month social gathering with our GameDev Meetup meeting. There will be announcements and presentations followed by some social networking Let's continue the conversations with good vibes and friends. All are welcomed from all ages and backgrounds to this public event. If we can, we'll be streaming or uploading the video later via our COGG YouTube channel here: [https://www.youtube.com/@TheCOGG/streams](https://www.youtube.com/@TheCOGG/streams) (Also please do subscribe if you have not done so!) No game development experience required! If you are interested in doing a 20 minute game development related presentation, please fill out our form online here: [https://goo.gl/forms/lVdTJZiNJewlPJuj1](https://goo.gl/forms/lVdTJZiNJewlPJuj1) Or e-mail us at info@thecogg.com with the following: Your Name, Company/Affiliation, Name of Your Game/Topic, Description, Tech Needs, and Your Contact. Be sure to check out our Discord for real time news updates: [https://discord.gg/NrBhuNQ](https://discord.gg/NrBhuNQ)

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

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](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/](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

**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 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

Evolve exists to connect women entrepreneurs connect with one another, serve one another, and help one another overcome challenges in marketing, sales, networking, and professional development. **[Add to Calendar](https://www.evolvewomensnetwork.com/columbus-oh.html)** **What to Expect:** \~ Welcome team to greet you, introduce you to others, and make sure you feel a part of the group from your very first meeting \~ Welcome & Introductions: 15 second introductions \~ 15 Minute Speaker Spotlight: Member speaker who shares a bit of her story, how she got to doing what she does, and a tangible tip she uses to gain success in her business. No hard selling...no expectations. Simply giving the group an opportunity to get to know her and her journey. \~ 20 Minute Break Out Sessions: Small groups is where we connect best. Extroverted and Introverted alike get the opportunity to share on a deeper level and learn from one another. \~ Take Aways: Hear what the other groups talked about and share resources to grow yourself and your business \~ Grow Time!: Do you need a specific connection to a person, company, or industry? Share it with us! We love to open our networks to one another and grow together! Guests are always welcome. Please contact Mentor Director Donna Schomer at Donna@EvolveWomensNetwork.com for more information. We'd love to meet you!

**Building a great product is one thing—building momentum behind it is another.** Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations. In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch. You’ll walk away with insights on how to: * Build and sustain momentum across teams * Adapt to changing priorities without losing direction * Scale products thoughtfully in complex environments Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward. Come connect, learn, and swap stories with fellow product professionals. \-\-\- Food and drinks will be provided by Switchbox, our generous host. Free parking will be available at the front and back sides of the Switchbox Office.

**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 John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. 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