High Scalability Computing

# 🚀 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!**

🎤Super international event in Milan: English Standup Comedy Open Mic!🎤 Show will be on **EVERY Tuesday** at Ostello Bello Centrale. If you see on this app only you are going, don't worry about it, we have multiple channels to post our events and we've been organizing shows for three years, we always have a big crowd where you can meet lots of friends!! We also encourage people to go on the stage for a free drink if you have funny stories or jokes! It is a free entry but **donation based** show, leave us your donations at the end of the show so we can keep English standup comedy going in Milan. Follow us on instagram: **yellowdicomedy**

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)

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.

#### 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

### **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 💖

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)

**DOVE**: First, strada Nuova Pavia **QUANDO**: 02 Aprile 2026 alle 18.30 **INFO**: questo mese la community si incontra insieme agli amici di Appfactory, il cuore pulsante dietro all'applicazione FANTASANREMO. **Marco Piccardo**, CTO di **Appfactory** e **Franco Traversaro**, Senior Full Stack di **Appfactory** ci faranno fare un viaggio dietro le quinte di una delle app piu in hype durante la chermes musicale piu importante d'Italia Seguirà l'aperitivo di Networking gentilmente offerto da beSharp ed ELEVA. **AGENDA DEL MEETUP** 👋 18.30 - 18.40: Saluti di benvenuto 🎤 18.40 - 19.20: The show must go live - **Marco Piccardo** \- CTO e **Franco Traversaro** \- Senior Full Stack di **Appfactory** 🍻 20.00: Aperitivo di networking **DESCRIZIONE TALK** **Il Cloud è diventato maggiorenne! Usiamolo in modo consapevole** **Marco Piccardo** \- CTO \- Appfactory **Franco Traversaro** \- Senior Full Stack \- Appfactory Da gioco nato tra amici a fenomeno digitale con milioni di utenti, il FantaSanremo rappresenta un caso unico di crescita esplosiva e sfide ingegneristiche reali. In questo talk racconteremo cosa succede “dietro le quinte” della piattaforma: dall’evoluzione del prodotto alla progettazione di un’architettura cloud scalabile in grado di sostenere picchi di oltre un milione di richieste al minuto durante le serate del Festival. Condivideremo le scelte tecnologiche chiave — tra cui l’adozione di Flutter e del pattern MVVM, l’utilizzo di un backend serverless e strategie di caching e pre-calcolo — insieme ai problemi incontrati sul campo e alle soluzioni adottate per garantire performance, affidabilità e sostenibilità dei costi. Un viaggio concreto tra numeri, architettura e lessons learned, per capire come trasformare un’idea “folle” in una piattaforma solida, scalabile e pronta a reggere milioni di utenti contemporaneamente. **NOTA**: l’evento è gratuito, ma il numero di posti è limitato, registrarti al Meetup per riservare il tuo posto! Per esigenze logistiche contattare info@awsusergroup.it **PROBLEMI ALL’ULTIMO?** Se ti sei iscritto, ma non puoi più venire, ricordati di cancellare la partecipazione, così da lasciare il posto ad altri membri della community. Grazie!

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*.

No need to book but come on time so you won't miss the show or seats!😉 It's open mic which means everyone can go on the stage to perform 🎤🎤, if you have any questions DM us on Instagram: Yellowdicomedy. If you see on this app only you are going, don't worry about it, we have multiple channels to post our events and we've been organizing shows for three years, we always have a big crowd where you can meet lots of friends! It is a free entry but **donation based** show, leave us your donations at the end of the show so we can keep English standup comedy going in Milan. **Follow us on Ins: Yellowdicomedy**

Continua il nostro sabato adulto di Milano e dintorni con ricco buffet e musica commerciale a 360°. Tavolo riservato con posto a sedere, ingresso con prima consumazione e buffet 20€. Ampio parcheggio gratuito nei dintorni del locale. Consigliato per un età compresa tra 30 e 60 anni. Gradita la conferma ai nostri numeri Enrico 3930134920 melissa 3755058482

Texture painting is an art technique where artists create dimension and relief on a surface using materials like texture paste, modeling paste, plaster, or thick acrylics. Instead of working only with color, the focus is on form, depth, and tactile surfaces — building layers that you can both see and feel. Tools like palette knives, spatulas, brushes, and even everyday objects are used to sculpt the surface. **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)

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_**

Benvenuti all’Alpha Café — uno spazio per chi vuole crescere, riflettere e trasformare. Ogni settimana ci incontriamo per esplorare insieme temi che intrecciano mente, emozioni e azioni, con l’obiettivo di comprendere meglio noi stessi e contribuire a una società più empatica. Cosa succede all’Alpha Café? - Apriamo con una meditazione di gruppo, per centrarci e connetterci. - Introduciamo il tema della serata con una breve presentazione multimediale. - Apriamo il confronto: una discussione libera e profonda su come il tema tocca la nostra vita quotidiana. - Concludiamo con un momento conviviale, per rilassarci e stare bene insieme. Un’ora per pensare, sentire, condividere. Ti aspettiamo!

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.

Topic to be announced! **CALL FOR SPEAKERS** Learn more: https://www.awscolumbus.com/get-involved/ **THANK YOU** *Leading EDJE* for hosting our meetup! Leading EDJE specializes in helping organizations innovate and solve complex problems. EDJE does this with their "A" player team of professionals using agile methodologies and SCRUM management techniques to give organizations a competitive advantage that sets them apart. Learn more at https://www.leadingedje.com/ **THANK YOU** *Amazon Web Services* for sponsoring pizza! Learn more at https://aws.amazon.com/. **DIRECTIONS** 6515 Longshore Loop, Suite 300 Dublin, OH 43017 (3rd floor) **FREE PARKING** at the Endres Garage across the street, 6540 Riverside Dr, Dublin, OH **Want to sponsor the pizza and/or bar tab for a future meetup?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

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!

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 :)

The global Azure community is coming together again, and Columbus is officially on the map. View the session lineup and speakers at [Global Azure Columbus 2026](https://coazure.github.io/cbus-global-azure-2026/) On **Saturday, April 18, 2026**, the Azure Columbus Meetup, DevOps Meetup, and Code and Coffee Meetup are hosting our local edition of Global Azure 2026. This is a free, community-driven event packed with learning, networking, and all things Microsoft Azure. Whether you’re building modern cloud-native apps, experimenting with AI agents, deploying containers, automating infrastructure, or just beginning your Azure journey, this event is for you! **What to Expect** * Engaging technical sessions * Real-world Azure architecture & cloud-native patterns * AI, agents, automation, and modern DevOps * Food and drinks (because learning burns calories) * Time to connect with fellow engineers, architects, and cloud enthusiasts **Who Should Attend?** * Software engineers (any language, any stack) * Cloud architects * DevOps engineers * Data professionals * AI explorers * Platform builders * Anyone who loves solving hard problems with great tools If you build, deploy, automate, scale, monitor, or optimize in Azure, you’ll feel right at home. **Why Global Azure?** Global Azure is a worldwide community event where Azure user groups host learning sessions on the same day across the globe. It’s grassroots. It’s technical. It’s practical. And it’s powered by people who genuinely love sharing what they’ve learned. And yes, it’s free to attend!

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 :)

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 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 speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9