Social Software

**✨ Engineering Guardrailed AI in Constrained Environments & MCP: Principles & Practice ✨** Ready to dive into the next generation of practical, secure AI engineering? Join us at Talent Garden Calabiana for a deep-dive technical night, co-hosted by Scops.ai and **TAG**. We'll tackle two major frontiers in the modern AI landscape: the complex realities of engineering guardrailed AI in highly constrained environments, and the hands-on mechanics of the Model Context Protocol (MCP). Whether you're building rock-solid enterprise safeguards or giving your AI agents powerful new tools, this meetup is for you. **Agenda** * **18:30** Doors Open * **19:00** Introduction * **19:10** Talk: Engineering Guardrailed AI for Constrained Environments with Daniele Zonca * **19:50** Talk: Model Context Protocol: Principles and Practice with Luca Baggi * After the meetup we will organize a dinner close to the venue, anybody who wants to join is welcome! **Venue**: Talent Garden, Via Arcivescovo Calabiana 6 (M3 Lodi or Brenta) The event will be **recorded and streamed** on Python Milano Youtube channel (links will appear [here](https://www.youtube.com/@pythonmilano/streams) close to the event) **Engineering Guardrailed AI for Constrained Environments** **Daniele Zonca, Senior Principal Software Engineer @ Red Hat** **Model Context Protocol: Principles and Practice** Large‑language‑model agents are only as useful as the context and tools they can reach. Anthropic’s Model Context Protocol (MCP) proposes a universal, bidirectional interface that turns every external system—SQL databases, Slack, Git, web browsers, even your local file‑system—into first‑class “context providers.” In just 30 minutes we’ll step from high‑level buzzwords to hands‑on engineering details: How MCP’s JSON‑RPC message format, streaming channels, and version‑negotiation work under the hood. Why per‑tool sandboxing via isolated client processes hardens security (and what happens when an LLM tries rm ‑rf /). Techniques for hierarchical context retrieval that stretch a model’s effective window beyond token limits. Real‑world patterns for accessing multiple tools—Postgres, Slack, GitHub—and plugging MCP into GenAI applications. Expect code snippets and lessons from early adoption. You’ll leave ready to wire your own services into any MCP‑aware model and level‑up your GenAI applications—without the N×M integration nightmare. **Luca Baggi, AI Engineer @ xtream** Luca is an AI Engineer in xtream (now part of TeamSystem). He is a active member to the Python and PyData communities in Europe, and an open source contributor. ✋ **Please use your real Name and Surname to register, we cannot assure you will be able to access the venue if not.** \*\* If you have a last minute issue please remember to cancel the RSVP.\*\* \*\* Thanks for your cooperation\*\*

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 12 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)

#### 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

Calling all founders, operators, and startup ecosystem players!Whether you’re a pool regular or just enjoy a good game and better conversations, join us for an evening of pool, relaxed competition, and meaningful networking. This is a social night where the strategy and focus of pool meet the energy of the startup world. No pitches, no panels — just good games, sharp minds, and authentic connections. Because some of the best ideas (and partnerships) start away from desks and screens. 🎯 What to Expect Casual Pool Games & Mini Matches — Open to all levels, beginners very welcome. Founder-to-Founder Connections — Meet fellow founders, VCs, operators, and creatives in a laid-back setting. Drinks & Conversations — Easy networking, real talk, no awkward name-tag vibes. Fun Challenges & Small Surprises — Friendly competition, nothing too serious (except pride 😉). 💸 Pricing Pay on the spot at the end, based on time played (around €15/hour per table - divided by 2 or 4). Each person can order the food/drinks at the bar. Whether you come to play, connect, or just unwind with people who get the startup life, this night is about building community through sport and play. **You can register here too to receive updates - [https://luma.com/tekdj560](https://luma.com/tekdj560)**

https://www.chiesadimilano.it/eventi/referendum-costituzionale-del-22-23-marzo-le-ragioni-di-una-scelta-consapevole-per-il-no

Il BookClub **The Reading Riot** si ritrova per parlare di *Il Signore delle Mosche* di **William Golding**, **Premio Nobel per la Letteratura**. Il romanzo racconta la storia di un gruppo di ragazzi rimasti isolati su un’isola deserta dopo un incidente aereo. Senza regole né adulti, il tentativo di autogestione lascia presto spazio a dinamiche di potere, paura e violenza, mettendo in discussione l’idea stessa di civiltà. Un classico che interroga ancora oggi sul rapporto tra individuo e gruppo, autorità, responsabilità e natura umana. L’incontro del BookClub è informale e basato sul **dibattito sui temi principali del libro**, partendo dalle impressioni personali di chi partecipa. Sarà una conversazione aperta, in cui ognuno potrà intervenire con il proprio punto di vista, in un clima intimo e rilassato. **Quando e dove** **Mercoledì 4 marzo** **Ore 19:00** **Viale Misurata 9, Milano** E' richiesta consumazione obbligatoria nel locale (no minimo di spesa). **Posti limitati** Per mantenere il gruppo piccolo e favorire lo scambio, 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, il tuo entusiasmo e le tue impressioni — non vediamo l’ora di iniziare! Contatti IG: @thereadingriot_

**🍻 SOCIAL DRINKING GAMES** Ice-breakers? Boring. We prefer cups, rules you’ll forget in 5 minutes, and instant friendships. Lose the game, take a sip. Win the game, take a sip anyway. ⋯⋯⋯ Ostello Bello Milano Centrale - Via Lepetit 33, Milano 🎫 Posti limitati. - Ingresso gratuito tramite registrazione Ti ricordiamo che nel corso dell’evento potranno essere effettuate delle riprese di immagini fotografiche e audio-video con diritti di utilizzo ad uso esclusivo del locale. www.ostellobello.com https://www.instagram.com/ostellobello.milanocentrale/

🍻 **Join Us for Tech Startups in the Pub - Milan Edition!** 🍻 Hey there! 🌟 We'd love for you to join us for our next edition of *Tech Startups in the Pub,* this time in Milan, Italy! The event is scheduled for **6:30 PM local Italian time**. The platform does not allow us to change the time zone, so we can only create events with the GMT time, thus you will see the invitation for 7:30 PM, but you definitely want to come earlier. It's a relaxed evening at The O'Connell Irish Pub, and run by Volodymyr. We have been running for 3.5 years in London and we are excited to now run our monthly events in Milan as well, welcoming new folks to the community. Whether you're a tech founder, an enthusiast, a budding entrepreneur, or simply curious about the tech scene, you'll fit right in. This isn't about panels or pitching, just good old-fashioned networking with like-minded people over a drink on a Thursday evening. Important information about the location and time. **It is in the ZTL zone**, so please do not come by car. Please use public transport or walk. **House Rules:** * Find Volodymyr to introduce yourself so we can welcome you properly. The pub knows we are coming, so you should be able to find us easily. * No hard selling or heavy pitching. This is a chill, friendly after-work get-together. * Not drinking? No worries! You're more than welcome to come hang out and enjoy the conversation. Mark your calendar and come down for some fun tech talk. See you there!

🇫🇷 Bienvenu à l'apéro franco-italien! Au programme ? Des rires, des jeux et de nouvelles rencontres 😊. Vous êtes français/italiens et vous voulez pratiquer votre italien/français ? Peu importe votre niveau, vous êtes les bienvenus. L'événement est ouvert à tous les francophones et italophones. 🔴 11€ par personne (boisson et plateau repas inclus). 🔴 Demandez Armando quand vous arrivez 🔴 Vous pouvez me contacter sur WhatsApp si besoin wa.me/393755246023 À bientôt ! ------ 🇮🇹 Benvenuto all'aperitivo Italo-Francese! In programma? Divertimento, giochi e nuovi incontri 😊. Siete italiani/francesi e volete praticare il vostro francese/italiano? Non importa il vostro livello, siete tutti benvenuti. L'evento è aperto a tutti i francofoni e italofoni. 🔴 11€ a persona (aperitivo incluso) 🔴 Chiedete di Armando quando arrivate 🔴 Potete contattarmi su WhatsApp se c'è bisogno wa.me/393755246023 A presto!

#### 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

Hi there! Are you visiting/ living in Milan, want to practise languages and make new friends in a relaxed and cosy atmosphere? There's a new serie of events called "Coffee&Chat!" with this purpose in mind, to practise languages and socialise within a smaller group of people in a welcoming, easy-going setting. Coffee&Chat also provides English lessons, online or face-to-face. Contact Chiara if you want to know more. English will be the main language spoken in the group, but we are happy to talk in Italian as well if there are people interested in learning it:) 1€ entry fee Our WhatsApp channel ⬇️ https://whatsapp.com/channel/0029VbBtJsSGJP89J5M7qG1P

Un bellissimo percorso fra Borghi, Natura, Scorci e Panorami meravigliosi sul Lago d’Orta. **PROGRAMMA** Ore 11.00 Ritrovo dei partecipanti al BelliBar, Via G. Zanotti, 3, 28010 Pella NO Ore 11.15 Partenza per percorso Ore 12.45 circa arrivo a Grassona tempo libero e Pranzo (al sacco o organizzandosi presso Strutture del posto) Ore 14.30 circa rientro Livello Medio – 1.30 h circa di camminata a tratta, 4,5km e 300 mt di dislivello circa. Non necessita di attrezzature o abbigliamento particolari, portarsi sempre cibo e acqua “tappafame" e scarpe trekking. **N.B.1** La località di partenza della camminata viene raggiunta autonomamente (auto, bus, treno ecc.) o in car pooling mettendosi d’accordo con gli altri partecipanti nel gruppo chiuso Facebook e/o Telegram riservato agli associati (richiedi l’accesso appena in possesso della tessera associativa). **N.B.2** Il "Parteciperò" di Meetup per noi non fa testo. Meetup è solo pagina di pubblicazione evento e per avere un'idea. Una volta associati seguire indicazioni per adesione "ufficiale" evento. **COSTI E MODALITA’ DI PARTECIPAZIONE – MIN 7 PERSONE, MAX 30** Evento riservato ai soci Gitup ENAC. Gratuito per gli associati 2026, **[richiedi il biglietto di partecipazione qui](http://www.gitup.it/iscrizione-eventi/)** (Adesioni aperte dal Martedì precedente l’uscita) Non sei associato o devi rinnovare il tesseramento? È necessaria la Tessera associativa, **[richiedila qui](http://www.gitup.it/iscrizione/)** In caso di Maltempo l’uscita può essere annullata ed i partecipanti verranno avvisati sui gruppi dedicati e tramite aggiornamento di questa pagina. **P.S.** Vi ricordiamo che GitUp non è agenzia viaggi ma un’associazione no profit che cerca di aggregare persone per passare momenti di piacevole condivisione. [www.gitup.it](http://www.gitup.it/) [https://www.facebook.com/gitupassociazione](https://www.facebook.com/gitupassociazione)

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!

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!

**Google Analytics Alternatives** Is it finally time to make the switch away from Google Analytics? Two-and-a-half years ago Jason Packer asked this question at Columbus Web Analytics Wednesday. Since then: Google’s Universal Analytics has been sunset, we’ve changed our name to Columbus Data & Analytics Wednesday, and Jason has released two editions of his book “Google Analytics Alternatives”. Fresh off the release of the 2nd edition of his book, we thought it was time to re-open this conversation. While people love to complain about it, GA’s market share has remained relatively constant (at least in the United States). Why is that? You won’t find any complaints about GA4 in this talk, but rather an overview of what’s currently available in the market and how to frame your decision-making process. We’ll also be giving out some free copies of Jason’s book! So even if you’ve got a “GA4Lyfe” tattoo (no judgement), there’s free books to go with the free pizza and beer. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

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.

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.