Learning

# 🚀 Spec Driven Development & AI DLC: Il Futuro del Software Engineering Sei pronto a scoprire come l’Intelligenza Artificiale sta trasformando radicalmente il modo in cui progettiamo e sviluppiamo software? Il prossimo **31 marzo**, il meetup **Master The Vibe** torna a Milano per una serata dedicata alle nuove frontiere del coding: lo **Spec Driven Development (SDD)** e l'**AI DLC (AI Development Life Cycle)**. Non parleremo solo di teoria, ma vedremo come queste metodologie cambiano il lavoro quotidiano nei team di ricerca e sviluppo. ### 💡 Di cosa parleremo? L'avvento dei LLM e dei software engineer autonomi sta spostando il focus dal "writing code" al "writing specs". Analizzeremo: * Cosa sono realmente SDD e AI DLC. * Come funzionano i flussi di lavoro guidati dalle specifiche. * Le sfide tecniche e culturali per i team. * **Pro e Contro:** dove l'AI eccelle e dove rischia di fallire. ### 🎙️ Gli Speaker * **Giulio Roggero**: Ci introdurrà ai concetti cardine di Spec Driven Development e AI DLC, delineando il nuovo paradigma della programmazione. * **Davide Calabrò**: Condividerà l’esperienza pratica e "dal campo" di come l'SDD viene applicato nei processi di R&D, tra successi e lezioni apprese. *** ### 📅 Agenda * **18.15**: Accesso e Networking (iniziamo a conoscerci!) * **18.45**: Benvenuti e Introduzione alla serie di Meetup *Master the Vibe* (Milano & Londra) * **19.00**: **Giulio Roggero** \- Introduzione a Spec Driven Development e AI DLC * **19.30**: **Davide Calabrò** \- Esperienza dal campo: SDD applicato nello sviluppo R&D * **20.00**: **Tavola Rotonda & Brainstorming** \- Spunti dai partecipanti e conversazione libera\. Porta i tuoi dubbi e le tue esperienze\! * **20.30**: Chiusura, saluti e... ci vediamo al prossimo! *** ### 🍕 Pizza, Birra & Networking Nessun meetup è completo senza un momento conviviale. Durante la serata saranno offerte **bevande, birra e pizza** per facilitare il networking e continuare le discussioni in modo informale. ### 📍 Dove e Quando * **Data**: 31 Marzo * **Location**: Mia-Platform, Via Imbonati 18, Milano (5° Piano) *** **⚠️ Nota importante:** I posti sono limitati per garantire la qualità della conversazione durante la tavola rotonda. Assicurati di fare RSVP il prima possibile! **Ti aspettiamo per dare forma insieme al futuro dello sviluppo software!**

Join The Candle Cluub for a cozy and creative evening where Craftsmanship meets relaxation! In this hands-on candle-making workshop, you'll blend scents, pour wax, and craft your own beautifully eco-friendly personalized candles. As you shape your creations, enjoy a delightful light aperitivo. Whether you're here to explore a new hobby, unwind with friends, or simply savor the moment, Candle Making & Aperitivo offers the perfect mix of creativity, conversation, and indulgence. **Les Amis** is a women-only community of friendly souls. We provide access to hundreds of experiences that explore your passions and connect you with other event participants. **Check our website to learn more, and apply to join our community and events**: [lesamis.cc/apply](https://www.lesamis.cc/apply)

Sei un remote worker? Uno studente? Un freelance? Ti serve un luogo calmo dove lavorare senza distrazioni, senza pressione, e allo stesso tempo socializzare? Remote Circle è una routine di lavoro condivisa e silenziosa. L’atmosfera è essenziale: tavoli condivisi, ritmo lento, concentrazione naturale. Si lavora in autonomia, ma non da soli. Rimani il tempo che ti serve: l’incontro è flessibile, discreto, operativo. Remote Circle non è un workshop e non è coworking. È un appuntamento leggero, replicabile, pensato per creare continuità senza esposizione.

**Sip & Paint @ QUO Bar** **Every Tuesday at 19:00 we meet at QUO Bar** for a relaxed and creative evening: a drink in your hand, some colors on the table, and good conversations with new people. Sip & Paint is perfect if you want to take a break from the routine, meet people and spend a different kind of evening. **No painting skills are needed** and there are no rules, the idea is simply to have fun, relax and be a little creative. **The cost is 15€ per person and includes:** • 1 drink • 1 aperitivo (snacks & bites) • all the materials needed for the activity Come alone or with friends, you’ll always find someone to sit with, chat and share the evening. **Every Tuesday — 19:00** **QUO Bar** \- Porta Romana\, Milan

### **Dance, Connect & Shine** Looking for a fun way to meet new girl friends, get moving, and feel fabulous? ✨ Our **Flawless Female Latin class** brings together women from all walks of life to dance, laugh and share an empowering experience. Each week we’ll learn steps from **Samba, Cha-Cha, Rumba, Paso Doble, and Jive**, building toward a group choreography that we’ll celebrate with a **video day** at the end. No partner needed — we focus on dancing together, cheering each other on, and making new friends along the way. 🌟 A chance to socialize while doing something active and fun 🌟 Open to beginners and anyone curious to try Latin dance 🌟 Friendly, supportive community 🗓 Every Tuesday at 20.00 🎟 8€ Trial class available **Important: To sign up, you must register via the link for the lesson. Only then we can assure you a place in class** https://shorturl.at/kdun3 Come dance, connect, and discover how flawless you can feel 💖

Les Amis Supper Club: “The Italian Table” – Pizza & Wine Evening An intimate and refined Italian dining experience curated exclusively for Les Amis. On Tuesday, March 31st at 8:00 PM, we will gather at Pizzeria Legame Milano for an evening dedicated to one of Italy’s most timeless rituals: sharing pizza and wine around the table. Set in an elegant yet relaxed atmosphere, this Supper Club edition is designed to bring together inspiring, international women open to genuine new connections. “The Italian Table” is intentionally intimate — a space where like-minded women who may not yet know each other can meet naturally, exchange stories, and build meaningful friendships over authentic Italian flavors. The experience includes: • One appetizer of your choice • One pizza of your choice • One glass of wine • Water Any additional orders will be charged separately. Expect warm ambiance, thoughtful seating arrangements to encourage conversation, and a setting where introductions feel effortless and refined. More than dinner, this is a curated evening to expand your circle in a sophisticated and welcoming environment. Limited seats available. **Les Amis** is a women-only community of friendly souls. We provide access to hundreds of experiences that explore your passions and connect you with other event participants. **Check our website to learn more, and apply to join our community and events**: [lesamis.cc/apply](https://www.lesamis.cc/apply)

**👩‍💻Siamo il Social Club per conoscere altri freelance, creativi e smart workers della tua citta!** Unisiciti ad un gruppo per qualche ora di coworking 👩‍💻 **La sola conferma su meetup non basta per partecipare,** **Clicca sul link qui sotto e partecipa!** https://toworksocialclub.com/momento/44773a58-df12-45a0-8cc1-38542094e98e

LLM Benchmarks on CPU/GPU, and How to Open It to the Community at Zero Cost Don't forget to get your ticket on Eventbrite to register for the event: https://www.eventbrite.it/e/can-your-laptop-run-ai-tickets-1985370183664 More and more enthusiasts are trying to run AI/ML models directly on their own laptops. However, there has been a lack of objective, standardized, and reproducible third-party benchmarks focused on technical performance, such as tokens per second or training time. In fact, there *was* a lack of them. This talk will cover two main topics. On the one hand, it will present the results of real benchmarks on AI workloads executed on local hardware, including LLM inference (3B to 14B) and tabular ML models, comparing CPU and GPU performance, latency, and model scaling. On the other hand, a significant part of the talk will focus on the making-of of the project, which was built entirely using open tools and at zero cost. Moving from an idea, to an individual project, to a solution that anyone can contribute to required a fairly articulated architecture and a mix of tools: not only Python code, but also automation with GitHub Actions, managed DuckDB through MotherDuck, Streamlit Cloud, and much more. Speaker: Alberto Danese is Head of Data Science & Advanced Analytics at Nexi, where he leads the development of machine learning products and data-driven solutions for the digital payments sector. He has more than 15 years of experience in data science and engineering and is a Kaggle Competitions Grandmaster. He often shares experiences and projects related to AI and data science through technical and managerial talks, as well as through his blog, *All About Data*.

**How to Join?** Add your name on Meetup. [Message me on WhatsApp](https://wa.me/393500966059?text=Hi%20Ozzy%2C%20I%E2%80%99d%20like%20to%20join%20the%20Thursday%20yoga%20class%20and%20receive%20the%20payment%20details%2C%20please.) to receive payment details: Your spot is confirmed once payment is completed. **Thursday Studio Class** * **Time:** 19:30 – 20:30 * **Level:** All Levels-Beginner-Friendly (International, English) Everyone is welcome whether you’re new to yoga or already experienced. We’ll move through a Hatha yoga flow. Come connect with your breath, body, and community. **Location:** Via Melzi d’Eril , Milan **What to Bring** * Your own yoga mat *(limited studio mats available on request)* * Comfortable clothes and water *** **Booking & Cancellations** * **Spots are limited**, so please book early on Meetup. * Reservations **without payment** will **not be considered**, due to the limited number of spots. * If you **need to cancel**, do so on Meetup at least **6 hours before class**. Otherwise, your booking will be counted as used. *** **Safety & Notes** * Your safety and well-being are very important. By attending, you acknowledge that yoga involves physical activity and accept responsibility for your own practice. * ❗ *This class is not suitable for pregnant women.* * If you have health concerns, please check with a doctor before joining. *** **About Me** I’m Ozzy, a certified yoga instructor specializing in **Hatha Yoga**. Learn more about me: [https://linktr.ee/ozzyoga.milano](https://linktr.ee/ozzyoga.milano)

Welcome to the Thursday English Aperitivo! The perfect place to speak in English and meet some interesting people from all over the world. Everyone is welcome to come and join in some conversation whilst enjoying a drink and a bite to eat in a friendly, easy going atmosphere. Don't worry about your level of English, the most important thing is to have fun! My name is Diana and I'm from England I'll be there to help you with your English and make you feel at home. I have been an English teacher in Milan for many years. Just come to Pacino Cafe on Thursday and ask for Diana or the English Aperitivo. I can't wait to meet you! Drink and aperitivo 11 euro

**How to Join?** Add your name on Meetup. [Message me on WhatsApp](https://wa.me/393500966059?text=Hi%20Ozzy%2C%20I%E2%80%99d%20like%20to%20join%20the%20Saturday%20yoga%20class%20and%20receive%20the%20payment%20details%2C%20please.) to receive payment details: Your spot is confirmed once payment is completed. **Saturday Studio Class** * **Time:** 11:30-12:30 * **Level:** All Levels-Beginner-Friendly (International, English) ‍♀️ Everyone is welcome – whether you’re new to yoga or already experienced. We’ll move through a Hatha yoga flow . Come connect with your breath, body, and community. **Location:** Via Melzi d’Eril , Milan **What to Bring** * Your own yoga mat *(limited studio mats available on request)* * Comfortable clothes and water \*\*\* \*\* Cancellation Policy\*\* – More than 24h before class: Cancel directly on Meetup. – 6–24h before class: Send me a WhatsApp message to let me know. – Less than 6h before class: Unfortunately, your class credit will be used and no replacement can be offered. \*\*\* **Safety & Notes** * Your safety and well-being are very important. By attending, you acknowledge that yoga involves physical activity and accept responsibility for your own practice. * ❗ *This class is not suitable for pregnant women.* * If you have health concerns, please check with a doctor before joining. \*\*\* **About Me** I’m Ozzy, a certified yoga instructor specializing in **Hatha Yoga**. Learn more about me: [https://linktr.ee/ozzyoga.milano](https://linktr.ee/ozzyoga.milano)

Are you ready to meet new people, practice your spoken english and spanish, have a drink and enjoy the evening in a different way? Let's meet up at 19.00 at Pacino cafè for aperitivo, cocktails and for a new evening together !!! Every Saturday night other groups from meetup, tablo and Instagram are coming and with them you will have the possibility of interacting in English, Italian and Spanish 💯 Therefore the number of participants you see registered here is only one part that is coming just from this group 🤩 To find out exactly how many we are, you can contact the organizers a few hours before the event 💌 Aperitivo euro 11 Siete pronti a conoscere nuove persone, conversare in inglese e spagnolo, bere qualcosa e godervi la serata in modo diverso? Ci vediamo alle 19:00 al Pacino cafè per un aperitivo con cocktail e per una nuova serata insieme!!! Ogni sabato sera si uniranno altri gruppi di meetup, tablo e Instagram, con i quali avrete la possibilità di interagire in inglese, italiano e spagnolo 💯 Pertanto, il numero di partecipanti che vedete registrati qui è solo una parte, ossia quelli che provengono solo da questo gruppo 🤩 Per scoprire esattamente quanti siamo, potete contattare gli organizzatori qualche ora prima dell'evento 💌 Aperitivo euro 11

Let's meet at the pub and enjoy the good company, over a drink and some food.😃 You can eat (everything you want at the buffet) and take 1 drink at the cost of 13 euros 🙃 or you can just drink at the cost of the drink 🙃 ☞ 🌍 INTERNATIONAL HAPPY HOUR IN MILAN ☞ 📆 ON WEDNESDAY STARTING FROM 7.30 pm ☞ 📍 NEXT BAR MILAN Meet new English-speaking friends who are studying, living or just visiting Milan... and have fun! I look forward to meeting you all! 😉 This event is also in facebook: https://www.facebook.com/groups/130192543665547/?ref=share and other networks, like couchsurfing 🙃, so there are always more people coming, not only the people listed here. 🙂 *** Next Bar - Via Crema, 7 - Milan (MM3 Porta Romana)

Bla Bla Milano is the multi language event in the city! Join both locals than expats, talk different languages, and make new connections in a friendly atmosphere. Multiple tables with different languages created on the go! Anyone is welcome, just join us and get your drink! If you are hungry we have a dedicated formula with the place, dish + drink @ 13 euro. See you at Henry's cafe in via Col di Lana, close to Darsena and Navigli, Tram number 3 or metro Porta Genova. Join us at any time and... Bring your friends! Our whatsapp group: https://chat.whatsapp.com/JpPUx7VB0HGBgCcMEUCGmP (please momentarily add an "+" before Info description in order to be accepted)

If you are interested in selecting investment choices for your 401(k) or other workplace savings plan, minimizing your income tax liability, or identifying the most effective investments for your brokerage account, we are the group for you. We are a local chapter of Bogleheads**®**, whose investment strategy can be found here: https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy Or you can peruse the Boglehead forum here: https://www.bogleheads.org/index.php I look forward to seeing you there. Mark Vonder Haar

If you enjoy knitting, crocheting, working with yarn, this is the group for you. Meet new friends, bring your projects, learn from others.
We normally meet a few times a month during the week from 6-8pm. We will occasionally meet on weekends during daytime hours.

Pay attention! We’re delaying a week for those of you who may be on Spring break and/or celebrating the holiday. Ok, no pancakes, but waffles-a-plenty. Join the local UX and Digital Design community for a casual monthly breakfast. Look for us upstairs!

Come out to Improving for our monthly iOS and Mac meetings. This Month's Presentation: Nothing yet. (You should volunteer). What is Cocoaheads (http://cocoaheads.org/)? CocoaHeads is a group devoted to discussion of Apple Computer's Cocoa Framework for programming on MacOS X and iOS (including the iPhone, iPad and Apple Watch). During monthly meetings, members present on their projects and offer tutorials on various programming topics. What is BuckeyeCocoa (http://buckeyecocoa.org/)? BuckeyeCocoa is a group of Objective-C/Swift developers/enthusiasts. We host monthly Cocoaheads and near-weekly NSCoder meetings in Columbus, Ohio. The meetings are free to attend. Presentations! Presenters welcome! We are always in need of people willing to present material. Any Swift and/or Objective-C related topic is welcome. Times can be 5 minutes (i.e. lightning talks) to a maximum of 2 hours. Interested? Contact info is on the BuckeyeCocoa website. To volunteer for a presentation contact us at @BuckeyeCocoa on Twitter. Follow us on Twitter! @BuckeyeCocoa (https://twitter.com/#!/Buckeyecocoa/) For more information: http://buckeyecocoa.org/

Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected. This month we have **WiFi HaLow: Introduction and Practical Use** with **Alex Barbur**. Details are are [core.radio](https://core.radio).