Automation

**DOVE**: [Radical HR](https://radicalhr.it/) \- Future of Work House Viale Emilio Caldara\, 13\, 20122 Milano MI \(M3 \- Porta Romana\)\. **QUANDO**: 10 marzo 2026 alle 18.30 **TEMA**: Avete mai pensato come fosse versatile AWS Bedrock? Nella sede di **Radical HR**, **Matteo Fratesi** (CTO di Radical HR) e **Mario Carcota** (Lead Full Stack Engineer di Radical HR) ci racconteranno come hanno domato i superpoteri di AWS Bedrock e sono riusciti a incanalarli all'interno di un SaaS B2B; mentre **Andrea Saltarello** (founder di [Improove](https://www.improove.tech/)) ci spiegherà come puo essere l'ingrediente perfetto della ricetta per Retrieval-Augmented Generation. A seguire l'aperitivo di networking, gentilmente offerto da **Radical HR.** \-\-\- **AGENDA** 👋 18.30 - Welcome! ☁️ 18.45 - Introduzione - Matteo Fratesi CTO di Radical HR. 🎤 18.50 - Implementare un AI Agent con i superpoteri su AWS - Matteo Fratesi CTO di Radical HR e Mario Carcota Lead Full Stack Engineer di Radical HR. 🎤 19:20 - Real world Retrieval-Augmented Generation - Andrea Saltarello founder di Improove. 🍻 19.50 - Aperitivo di Networking \-\-\- **TALK** **Implementare un AI Agent con i superpoteri su AWS** **Matteo Fratesi** \- CTO di Radical HR **Mario Carcota** \- Lead Full Stack Engineer di Radical HR Passare da un semplice bot no-code a un AI Agent capace di eseguire azioni complesse richiede scelte architetturali precise. In questo talk vi porteremo alla scoperta di **come si costruisce un AI Agent all’interno di un SaaS B2B** come Skillsincloud, il nostro LMS proprietario che viene utilizzato da +100k utenti. Analizzeremo l’integrazione dei modelli di **AWS Bedrock** all'interno della nostra infrastruttura esistente, affrontando le vere sfide di produzione: * **Oltre la Chat**: Orchestrare il "Tool Use" per permettere all'AI di interagire con il database e non solo di conversare. * **Sicurezza:** Pattern di design per il controllo dei permessi (RBAC) e flussi di conferma "Human-in-the-loop" per prevenire azioni non autorizzate. * **Knowledge Base**: Strategie di RAG per rendere l'agente consapevole del contesto multi-tenant Uno sguardo pratico sull'architettura che stiamo adottando per portare l'AI generativa nel cuore dei processi della piattaforma. **Real world Retrieval-Augmented Generation** **Andrea Saltarello -** Founder di Improove Dalla ricerca vettoriale con Aurora PostgreSQL ai modelli LLM e di embedding con Amazon Bedrock (e suburbia), AWS mette a disposizione tutti gli ingredienti necessari per implementare Retrieval-Augmented Generation: a fare la differenza, però, è la ricetta, a partire dall'arricchimento dei metadati. In questo talk, vedremo l'implementazione di uno scenario reale. \-\-\- **CALL4SPEAKER**: vorresti presentare un tuo speech ai prossimi Meetup? [Compila il form](https://docs.google.com/forms/d/e/1FAIpQLSc8xVRNDWx63rrHyFgT0e_Q2U1EHe6-nXsV7NvKw4troeWeTA/viewform)! **NOTA**: Il numero di posti è limitato, registrarti al Meetup per riservare il tuo posto! **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!

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.

**(11:00 AM)** Please fill in your details to confirm your attendance. [https://forms.gle/LC56f7KCWb5KaPtV9](https://forms.gle/LC56f7KCWb5KaPtV9) **Looking for a super productive day with other marketing pros?** Come join us at COWORKING DAY AT RANSTAD BOX for a day packed with networking, collaboration, and learning! Here's what's in store: * Connect with your DMK Tribe community * Get your projects done in a motivating workspace * Unlock new opportunities and insights * **Don't miss out on leveling up your digital marketing game and growing your network!** **Join Our Community** **WhatsApp:** [https://forms.gle/apoKitZ3BzkRuJf56](https://forms.gle/apoKitZ3BzkRuJf56) Please complete this form to join the group. You’ll be added to the WhatsApp group shortly afterwards. **LinkedIn:** [Digital Marketing Group ](https://www.linkedin.com/groups/9249844/) ✈️ **Telegram:** [https://t.me/+YrJYhbXrDDYwYjg0](https://t.me/+YrJYhbXrDDYwYjg0) **Become a membe**r Social platform → [www.dmktribe.com](https://dmktribe.com/) (we’ll notify you when your profile is ready) **Instagram** → [@dmktribemilan](https://www.instagram.com/dmktribemilan/) Curious to see what we’ve been up to in Portugal and Spain? Check out our latest magazine here: → [https://dmktribe.com/magazine](https://dmktribe.com/magazine/) **About DMK Tribe** DMK Tribe is an international community of marketers, creatives, entrepreneurs, and curious minds who believe in the power of genuine human connection. With two inspiring years of growth behind us in Lisbon, Barcelona, Cascais, and Milan, our journey of expanding reach and impact continues. Our mission is to empower professionals and businesses through authentic connections, continuous learning, and purposeful collaboration. **With over 6400 active members**, we organise regular events, workshops, and masterminds focused on digital marketing trends, personal branding, content creation, AI, and entrepreneurship. We’re more than a network, we’re a movement of value-driven professionals building lasting impact. We're a global community of marketing professionals united by our values **❤️ Love \| Caring \| Serving \| Learning \| Inclusion** ***Come network with Milan's most dynamic marketers! Let's grow together.***

#### 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

**(7:00 PM)** Please fill in your details to confirm your attendance. [https://forms.gle/7fJnTdckxoup3MHB6](https://forms.gle/7fJnTdckxoup3MHB6) **Milan: Networking & Digital Marketing Tribe Meetup** **Connect, Share & Grow with Digital Marketing Pros!** Join **DMK Tribe for an evening** of networking, learning, and collaboration with Milan’s digital marketing community. Whether you're an expert or just starting out, this is your chance to: ✅ Connect with like-minded professionals ✅ Share ideas and experiences ✅ Learn from industry peers **Join Our Community** **WhatsApp:** [https://forms.gle/apoKitZ3BzkRuJf56](https://forms.gle/apoKitZ3BzkRuJf56) Please complete this form to join the group. You’ll be added to the WhatsApp group shortly afterwards. **LinkedIn:** [Digital Marketing Group ](https://www.linkedin.com/groups/9249844/) ✈️ **Telegram:** [https://t.me/+YrJYhbXrDDYwYjg0](https://t.me/+YrJYhbXrDDYwYjg0) **Become a membe**r Social platform → [www.dmktribe.com](https://dmktribe.com/) (we’ll notify you when your profile is ready) **Instagram** → [@dmktribemilan](https://www.instagram.com/dmktribemilan/) Curious to see what we’ve been up to in Portugal and Spain? Check out our latest magazine here: → [https://dmktribe.com/magazine](https://dmktribe.com/magazine/) **About DMK Tribe** DMK Tribe is an international community of marketers, creatives, entrepreneurs, and curious minds who believe in the power of genuine human connection. With two inspiring years of growth behind us in Lisbon, Barcelona, Cascais, and Milan, our journey of expanding reach and impact continues. Our mission is to empower professionals and businesses through authentic connections, continuous learning, and purposeful collaboration. **With over 6400 active members**, we organise regular events, workshops, and masterminds focused on digital marketing trends, personal branding, content creation, AI, and entrepreneurship. We’re more than a network, we’re a movement of value-driven professionals building lasting impact. We're a global community of marketing professionals united by our values **❤️ Love \| Caring \| Serving \| Learning \| Inclusion** ***Come network with Milan's most dynamic marketers! Let's grow together.***

🎤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**

**Lactate Run: Push your limits, boost your endurance.** This Tuesday, March 10th at **8:00 PM**, we invite you to a **Tempo Run** session at **Parco Sempione**. This is a training style every runner should try and incorporate into their routine. ### **The Details** 👇 * **Meeting Point:** Piazza Castello. * **Workout Structure:** * **Warm-up:** 5 min * **Interval 1:** 15 min Z3 * **Recovery:** 2 min * **Interval 2:** 15 min Z3 * **Cool down:** 5 min * **Total Duration:** \~45 min **What to bring:** Comfortable running gear. Please note: we **do not** have a designated area to store personal belongings. See you at the park! 🌳✨ For any further details check the event link or join our WhatsApp Community:🔗 [2LR Club](https://linktr.ee/2lrclub)

Ciao! L'appuntamento di **marzo** è per **mercoledì 11 alle 19** con un altro interessante talk in presenza, sempre al [Politecnico di Milano](https://www.google.com/maps/place/45%C2%B028'41.3%22N+9%C2%B013'43.6%22E/@45.478127,9.228763,17z/data=!3m1!4b1!4m4!3m3!8m2!3d45.478127!4d9.228763?entry=ttu)! Questo mese lo speaker sarà **Girolamo Giannatempo**, con il talk **Accessibilità ed estetica: davvero sono incompatibili?** Nel mondo del design, l’accessibilità viene ancora troppo spesso vissuta come un insieme di regole da rispettare a malincuore, qualcosa che “rovina” l’estetica o limita la libertà progettuale. Spoiler: non è così. In questo talk parleremo di come progettare interfacce accessibili senza rinunciare alla qualità visiva, mostrando perché accessibilità ed estetica non solo possono convivere, ma possono rafforzarsi a vicenda. Partendo da esempi concreti e scelte progettuali reali, vedremo cosa succede quando l’accessibilità viene integrata fin dalle prime fasi del progetto: meno compromessi, decisioni più consapevoli, soluzioni più solide e più facili da spiegare anche in azienda (sì, anche a quel collega scettico). Ne parliamo insieme a Girolamo Giannatempo, designer di interfacce e certified web accessibility expert, che da anni aiuta aziende e team di design a rendere i loro siti web accessibili e inclusivi, senza sacrificare identità visiva e qualità dell’esperienza. Una chiacchierata pensata per chiunque lavori su interfacce digitali e voglia portare l’accessibilità fuori dalla checklist e dentro il progetto \-\-\-\-\-\-\-\-\- **Saremo in diretta streaming** Non puoi partecipare di persona? Noi non ti giudicheremo! :) Se vuoi, puoi seguirci anche in diretta streaming su YouTube. Il link sarà visibile solo una volta che avrai fatto la tua iscrizione all'evento. \-\-\-\-\-\-\-\-\- **I prossimi appuntamenti della community WordPress** **Checkout Summit** La prima conferenza indipendente dal vivo per i professionisti di WooCommerce. 23-24 aprile a Palermo https://checkoutsummit.com/ **WordCamp Torino** 8-9 maggio a Torino https://torino.wordcamp.org/2026/ **WordCamp Europe** 4-6 giugno a Cracovia https://europe.wordcamp.org/2026/ \-\-\-\-\-\-\-\-\- **In breve, ecco come sarà organizzata la serata:** 19:00 Benvenuto + networking 19:20 Presentazione (di circa 50 minuti) 20:10 Domande e risposte 20:30 Fine; Chi vuole può continuare il networking in un bar o pizzeria vicino al luogo dell’evento. All’inizio dell’incontro faremo il conteggio per prenotare: per non creare disguidi conferma la presenza solo se sei sicuro di venire. Networking significa che ci sarà tempo per chiacchierare con chi partecipa e fare amicizia. Potresti trovare una persona interessante, un futuro cliente, un futuro fornitore o un nuovo partner di lavoro, chi può dirlo? Non riesci a venire, o devi dare la tua disdetta? Nessun rancore, sarà per la prossima. Ti chiediamo solo di farci sapere 24 ore prima così - liberiamo il tuo posto per altre persone. **Vuoi essere speaker?** Beh, nulla di più facile: **Compila il modulo [cliccando qui](https://wpmilano.org/speaker-form/)**. Ti risponderemo per fornirti tutti i dettagli. Ci vediamo lì! 😉

**N.B. è un evento a pagamento, Link per acquistare i biglietti: [https://in-sprint.com/mf/](https://in-sprint.com/mf/)** ## Questo **Bootcamp** ti consentirà di conoscere i principi della **Facilitazione Maieutica** e ti insegnerà a costruire sequenze di esercizi e microstrutture a partire dai risultati che vuoi raggiungere con il tuo cliente o con il tuo team di lavoro, con la confidenza necessaria a disegnare e condurre workshop. Bootcamp letteralmente significa *Campo pratica*: non subirai due giorni di lezioni frontali, ma una full immersion in tutti gli strumenti per renderti operativo da subito. ## A chi è rivolto il Bootcamp * **Responsabili e/o coordinatori di gruppi di lavoro all’interno di organizzazioni di tutte le tipologie**, per introdurre la Facilitazione Maieutica al proprio interno, con un approccio funzionale che permette ai team di essere capaci di produrre in autonomia soluzioni affidabili e rapide da attuare. * **Freelance e consulenti** che vogliono far crescere la loro attività inserendo nella loro offerta la realizzazione di workshop di Facilitazione Maieutica da proporre ad un gran numero di clienti di tutte le dimensioni e di tutti i settori. * **Professionisti** (Avvocati, Mediatori, Commercialisti, Consulenti del lavoro, Ingegneri, Architetti, Geometri, ecc.) che nella loro attività professionale si trovano a dover svolgere un ruolo di coordinamento o direzione o di terzo imparziale tra più soggetti. ## Cosa imparerai * a **costruire sequenze di esercizi** (microstrutture) a partire dagli obiettivi del tuo cliente o della tua organizzazione * a conoscere le **Liberating Structures** e tantissime altre microstrutture, e adattarle alle esigenze del workshop o della sequenza di workshop * acquisirai le competenze teorico-pratiche **su come costruire gli script per la conduzione dei workshop** e come gestire gli imprevisti * apprenderai come affinare **le tecniche di facilitazione** con l’esperienza * nel training sperimenterai **la creazione e conduzione del tuo primo workshop**

ll Sentee di Sort è uno splendido percorso ricco di scorci e punti panoramici che collega i borghi di Rovella e Moltrasio sul Lago di Como. La vista sulle montagne del Triangolo Lariano e sui paesi sottostanti sarà davvero notevole. **PROGRAMMA** Ore 11 Ritrovo dei partecipanti al Bar al Centrale di Moltrasio (CO) Ore 11.15 Partenza per percorso Ore 12.45 circa arrivo – tempo libero e Pranzo (al sacco o organizzandosi presso Strutture del posto) Ore 14.30/15 circa rientro Livello Medio – 4km e 1.20 h circa di camminata a tratta, 300 mt di dislivello, non necessita di attrezzature o abbigliamento particolari, portarsi sempre cibo e acqua “tappafame”, consigliate 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)

🧵 Thread Club Tea Time at CO\.SY \| Saturday 14 March\, 2\.30 PM to 4 PM 🧵 For Monza expats and international friendly locals. We will be speaking English. Looking for a slow, creative way to spend your Saturday afternoon? Join us for Thread Club Tea Time at CO.SY Monza, a cozy gathering for anyone who loves working with thread. Knitting, crochet, embroidery, or any thread based hobby you enjoy, bring your project and let’s create together. This is not a class, just a relaxed space to make, chat, and connect over tea and creativity. Whether you are a total beginner or have been stitching for years, you are welcome. We love sharing knowledge, tips, and small tricks with each other, so if you are just starting out you can always ask someone more experienced to show you how they do it. CO.SY offers a special tea time formula for our group. Please bring your own materials and current project. If you need supplies, you can find everything at Antica Merceria Brumana in Via Zucchi, just a one minute walk away. No pressure, no expectations, just a creative afternoon with good company. Practical info 📍 CO.SY Monza, via Camperio 3 🕝 Saturday 14 March, 2.30 PM to 4 PM 🎟 Limited spots, please RSVP 🫖 Tea time formula available at the café ✨ Ask for Maria Francesca when you arrive

Unlock the secrets of natural fragrance creation in this immersive, hands-on workshop dedicated to the art of botanical perfumery. Whether you're a curious beginner or a wellness enthusiast, The Scents Of Well-Being will guide you through the fundamentals of crafting your own unique, all-natural perfumes using essential oils and botanical extracts. Combines the therapeutic power of essential oils with the charm of perfumes! You'll learn: The basics of fragrance structure: top, middle, and base notes How to blend essential oils harmoniously using scent families and following your emotions The therapeutic properties of popular essential oils How to create a balanced, long-lasting natural perfume, toxin-free alternative to synthetic fragrances How to design your signature scent and take it home! I'll wait for you at the event! Giulia **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)

**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)

Builders, creators, architects, admins, consultants - come one, come all. This one's for you. We're bringing a little friendly competition to the Columbus ServiceNow community while highlighting the cool things people have built on the platform. Five presenters will take the stage to showcase something they've built, solved, designed, or imagined on the ServiceNow platform - and a panel of judges (plus YOU, our amazing audience) will score them live. So basically, America's Got Talent but make it ServiceNow's Got Talent. Bring a notepad if you'd like 'cause you'll definitely be learning something new. Each presenter gets 10 minutes max to wow the crowd with: • A demo • A real-world business solution • A bold idea • A UX transformation • Or a creative use of the platform Judging Criteria: 🏆 Business Value 🚀 Innovation ✨ User Experience This event is about celebrating ideas, sharing knowledge, and showing how ServiceNow can drive both business impact and meaningful user value. Come learn. Come support. Come get inspired. Refreshments and bites will be provided. And maybe next time… you’ll be on stage.

Drake Lundstrom is presenting: Code Anywhere by Talking to your Phone Abstract: Have you heard the trend of people deploying code anywhere from checkout lines to doctors' offices? In this talk, you will learn how to talk to your phone and have an app on Azure to show your friend 5 minutes later. The basic DevOps tools you already know, plus a little bit of AI magic, are all you need! If you want to follow along, the demo will be in Azure with GitHub Actions and GitHub Copilot, and you can have it set up on your phone by the end of the session. Just come in with an Azure account and a GitHub repo. Join us for pizza, drinks, and networking @ Improving's office. Doors open at 5:45.

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

One of the most valuable parts of this community is the opportunity to think out loud with other product professionals. This session is built for exactly that. As we wrap up the quarter, it’s a great time to pause and reflect. What’s on track? What needs adjustment? Where could a small shift create bigger impact? Join fellow product professionals for a focused, interactive conversation designed to help you recalibrate for the next quarter. You’ll have the opportunity to share where you are, hear how others are thinking through similar challenges, and gain fresh perspective you can bring back to your team and organization. We’ll gather at 8:00AM, with discussion starting promptly at 8:15AM. 📍 First Watch - 7227 N High St Located in: The Shops at Worthington Ample parking is available. Food and beverages will be available for purchase. Start your morning with clarity and connection — we hope to see you there! ☀️

**Hello Columbus!** **The community is buzzing and growing well.** **We are thrilled to bring our third BrowserStack QA Meetup on March 12th!** We are creating a space for deeper insights, meaningful connections, and a vibe you won't want to miss. **What to expect:** * **Connect:** Network with Columbus' top engineering and QA minds. * **Learn:** Real-world tactics and trends you can use immediately. * **Enjoy:** Food, drinks, and great community spirit. **Agenda** * **[Sam Gomez](https://www.linkedin.com/in/samueljgomez/)** is presenting "AI is more than LLMs: Choosing the right AI for your needs." **RSVP Essential:** Space is limited, and we want to ensure a great experience for everyone. **RSVP now to secure your spot!** 📍 **Venue:** Leading EDJE, 6515 Longshore Loop, Suite 300, Dublin, OH 43017 📍 **Free Parking:** 6725 Longshore Street, Dublin, OH 43017 📅 **Date & Time:** March 12, 6:00 PM **Stay Connected!** Want to continue the conversation beyond the meetup? Join our **BrowserStack Discord Server** to get updates, connect with fellow QA professionals, and be part of an ongoing discussion. **Don’t miss out—click below to join!** 🔗 [\[](https://discord.gg/6SdCyWTNyW)**[Join the BrowserStack Discord Server](https://discord.gg/6SdCyWTNyW)**[\]](https://discord.gg/6SdCyWTNyW) **A Few Notes:** ✅ This is an **in-person event** ✅ **RSVP does not guarantee a seat** – A confirmation email will be sent one day before the event. **TALK ABSTRACT:** AI is all the hype these days; however, despite (or maybe because of) the excitement around it, a high percentage of AI projects fail. Projects that are over budget, delayed, or that fail to scale past the POC phase are very common. In many of these scenarios, choosing the right approach can be as critical as the solution itself. Should you build a tailored machine learning model, leverage the power of large language models (LLMs), or integrate with AI copilots? Each option has unique strengths, trade-offs, and resource requirements, and the key to success lies in aligning your choice with your business goals and technical constraints. In this talk, we will go beyond the basic concepts and definitions to provide a practical guide that allows attendees to navigate these decisions through real-world case studies. We will examine scenarios in which different AI paradigms were chosen, discuss the factors that influenced those decisions, and outline the process for evaluating needs, constraints, and outcomes. From assessing data availability and team expertise to balancing cost and scalability, you'll gain insights into the critical considerations that guide the selection process. By the end of this session, you’ll have a clear process for determining whether machine learning, LLMs, or copilots are best suited to your AI challenges and understand the resources and strategies needed to bring your chosen solution to life. This talk is ideal for decision-makers, technical leads, and innovators seeking to demystify AI implementation and maximize the impact of their investments.

Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems: * Using running totals * Performing operations in intervals * Identifying data gaps and islands * Performing aggregates without losing detail Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.