Resource Sharing

# 🚀 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!**

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.

**👩‍💻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

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)

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)

**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

#### Next step: schedule your first event. Scheduling an event will encourage more people to join your group. Schedule Change photo  # [Gruppo di biliardo pool/carambola amatoriale e mini-tornei](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/) [Milano, MI, Italy](https://www.meetup.com/find/it--mi--milano/) [1 members](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/members/) · Public group Share Manage groupSchedule event [About](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/?eventOrigin=your_groups) [Events](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/events/?eventOrigin=your_groups) [Members](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/members/?eventOrigin=your_groups) [Photos](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/photos/?eventOrigin=your_groups) [Discussions](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/discussions/?eventOrigin=your_groups) More ## What we’re about Buongiorno a tutti. Sono proprietario di un bar e dispongo di un tavolo da biliardo semi-professionale. Sto creando un gruppo WhatsApp di giocatori amatoriali di biliardo americano pool/carambola, per la maggior parte debuttanti. Cerco persone disposte a unirsi al gruppo per giocare e divertirsi nel tempo libero, il pomeriggio oppure la sera in ogni giorno. Per stimolare l'impegno di ogni giocatore, abbiamo pattuito che il vincitore di ogni "mini-torneo" organizzato nei vari giorni giochi gratis e non paghi la tariffa di tempo per il periodo di gioco (un'ora di gioco costa 10€, ma viene di volta in volta frazionata in base al periodo di gioco effettivo). Il locale si trova in zona nord di Milano, stazione Greco-Pirelli, università Bicocca. Chiunque dovesse essere davvero interessato a partecipare e unirsi al mio gruppo, non esiti a contattarmi. Cerco persone serie e disposte solamente a divertirsi, senza puntare mazzette grazie mille. Antonio

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*.

Unisciti a *Voci Insieme per Spartito Preso*, il coro amatoriale aperto a chiunque ami cantare, indipendentemente dall’esperienza! Se hai l’età che vuoi, i gusti musicali che vuoi, i capelli che vuoi e la vita che vuoi… scrivici per far parte di un gruppo di anime e voci belle! Ogni mercoledì alle 20 ci incontriamo al CFUP di Viale Monza 140 (Milano) per cantare insieme brani pop, soul, musical, folk e gospel – in italiano e in inglese – con arrangiamenti a più voci. Non serve saper leggere la musica o avere una “voce da solista”: basta la voglia di mettersi in gioco, divertirsi e condividere la passione per il canto in un ambiente accogliente, rispettoso e inclusivo. 🎵 **Cosa offriamo:** * Canzoni emozionanti e coinvolgenti * Arrangiamenti semplici e d'effetto * Un gruppo affiatato e aperto * Un momento settimanale tutto per te * Crescita musicale e umana, insieme 🌈 **Per chi:** Per chi canta sotto la doccia, a squarciagola in macchina o al karaoke, e vuole farlo con altre persone che amano cantare senza giudizio. Età dai 20 ai 65 anni, provenienze diverse, spiriti affini. Scrivici per info su costi e canzoni da imparare!

Il BookClub **The Reading Riot** si ritrova per parlare di *Intermezzo* di Sally Rooney, una delle voci più interessanti e riconoscibili della narrativa contemporanea. Il romanzo segue le vite di due fratelli molto diversi tra loro che, dopo la morte del padre, si trovano ad affrontare relazioni complesse, desideri contrastanti e nuove responsabilità. Tra silenzi, incomprensioni e momenti di profonda vulnerabilità, i personaggi cercano il proprio equilibrio emotivo mentre navigano il difficile spazio tra ciò che proviamo e ciò che riusciamo davvero a dire agli altri. Un romanzo intimo, lucido e profondamente umano che esplora amore, perdita, senso di colpa e bisogno di connessione, e che ci invita a riflettere su quanto le nostre relazioni possano definirci, cambiarci o metterci in discussione. Durante l’incontro discuteremo insieme i temi principali del libro, partendo dalle impressioni personali di chi partecipa. Il BookClub è uno spazio informale e aperto: una conversazione tra lettori curiosi, dove ogni punto di vista è benvenuto. *** **Quando e dove** Mercoledì **1 Aprile** Ore **19:00** Presso Il Vinaccio - Solari (Via Bernardino Lanino, 2) Ingresso gratuito con consumazione obbligatoria. *** **Posti limitati** Per mantenere il gruppo piccolo e favorire uno scambio autentico tra i partecipanti, i posti sono limitati. Una volta raggiunto il limite, verrà attivata una lista d’attesa. *** ⏳ **Importante** Se dopo l’iscrizione non riesci più a partecipare, ti chiediamo di cancellare la prenotazione entro il giorno prima, così da lasciare spazio a chi è in attesa. *** Porta il libro, la tua curiosità e le tue impressioni: non vediamo l’ora di discuterne insieme 📚✨ Contatti IG: **@thereadingriot_**

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

Join us for an engaging and fun Portuguese language exchange event! Our meetups are perfect for those looking to talk and make friends in Portuguese/Brazilian in a relaxed and friendly environment. These events run alongside our Spanish language exchange event, "Háblame Mucho." Feel free to choose the group that suits your language learning needs, or if you’re proficient in both languages, start with the Portuguese session and then join the Spanish aperitivo. When you arrive, just ask about the Spanish/Portuguese Meetup, and you'll be directed to the right group! Any questions, join our WhatsApp Group: https://chat.whatsapp.com/Lt202rQUbRvBLkoc6E7X5S

Main Library, Meeting Room 2B Join us for a welcoming evening of reflection, gentle music, and meaningful conversation. We’ll begin with a short grounding moment, followed by a brief reading from spiritual or philosophical traditions, and an open reflection circle where participants can share (or simply listen). Libera Animae is an interfaith community focused on inner growth, creativity, and authentic connection. All backgrounds are welcome.

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!

The Unity of Columbus Resource Group for the Homeless is seeking compassionate volunteers who would like to help serve and uplift members of our homeless community. This group is dedicated to sharing kindness, resources, and support with individuals who may be experiencing difficult circumstances. Anyone with a heart for service is welcome to join us as we work together to make a positive difference in the lives of others. Community members are also invited to contribute by bringing helpful items for those in need. Donations of items can be contributed at the meeting and will be distributed to assist members of the homeless community. Please consider joining us and sharing this opportunity with friends, family, or associates who may also wish to help. Learn more about Unity of Columbus at www.unityofcolumbus.org or call (614) 267-4959. Together we can extend compassion, dignity, and support to our community. 💛

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

The Fellowship of the Star Schema: Transforming OLTP Data for Power BI One does not simply build reports on OLTP data. Join us on an epic journey from the depths of raw, normalized tables to the shining halls of a well-modeled star schema fit for Power BI greatness. We will demystify the differences between OLTP and OLAP, walk through star schema vs snowflake (and why Power BI has a clear favorite), and show you the compression differences between normalized and columnar storage that will make you never look at an OLTP model the same way again. We will cover the different types of dimensions, when to use them, and how to handle Slowly Changing Dimensions without losing your mind. You will leave knowing exactly how to identify a bad model, how to convert OLTP data into a clean star schema, and how to forge relationships that rule them all. Whether you are a data wizard, a curious hobbit, or somewhere in between, your models will never be the same.

It’s time to take control of your mental health. How do you get rid of stress, anxiety and uncertainty? These emotions are buried deep in your reactive mind. Find out what the reactive mind is, and in the process find yourself. Here is the secret of being positive and free: Thinking positively is not enough. You also have to get rid of the negative thinking. Your mind is like a garden. You can plant many beautiful flowers in it, but if you don't get rid of the weeds when you plant your flowers, the weeds will soon take over the whole garden. A positive thought is like a flower in your mental garden, and a negative thought is like a weed. You cannot expect to have a positive mindset if you continue to have negative thoughts dwelling and growing there. So, how do you get rid of the negative thoughts? That's what this Meetup is all about. Attend this local meeting and find out! The Meetup event will be led by a consultant who had helped many people live happier in life. Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This group is created by the Dianetics & Scientology life improvement center.

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).