{"id":35232,"date":"2026-02-10T20:33:44","date_gmt":"2026-02-10T19:33:44","guid":{"rendered":"https:\/\/www.codemotion.com\/magazine\/?p=35232"},"modified":"2026-02-12T11:30:49","modified_gmt":"2026-02-12T10:30:49","slug":"power-to-the-devs-cloud-vs-on-prem-nellera-dei-llm","status":"publish","type":"post","link":"https:\/\/www.codemotion.com\/magazine\/it\/intelligenza-artificiale\/power-to-the-devs-cloud-vs-on-prem-nellera-dei-llm\/","title":{"rendered":"Power to the devs! Cloud vs on-prem nell&#8217;era dei LLM"},"content":{"rendered":"\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong><em>Questo articolo \u00e8 basato sull&#8217;intervento di  Francesco Corti a Codemotion Milano 2025<\/em><\/strong><\/p>\n\n\n\n<p><strong>Francesco Corti<\/strong> \u00e8 Principal Product Manager in Docker, dove lavora sull\u2019evoluzione della Developer Experience e sull\u2019integrazione dell\u2019AI nelle piattaforme per sviluppatori. Con oltre 25 anni di esperienza nel software engineering e nel product management, ha contribuito a progetti in aziende come Spotify e Hyland, con un forte focus su open source, piattaforme developer e architetture cloud-native. Speaker internazionale e autore tecnico, oggi si occupa principalmente di AI infrastrutturale, LLM locali e futuro delle piattaforme di sviluppo software. Sul palco di CodemotionMilano 2025 ci ha condiviso la sua visione dell\u2019AI nel futuro prossimo.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Francesco Corti - Think global, run local: when self-hosted LLMs actually wins\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube-nocookie.com\/embed\/ywCFrmqObeo?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>Dopo anni di dominio delle API cloud, una \u201cnuova ondata\u201d tecnologica sta cambiando il modo in cui progettiamo sistemi intelligenti. Dai laptop agli ambienti enterprise, i modelli locali non sono pi\u00f9 un esperimento per smanettoni curiosi: stanno diventando un\u2019opzione architetturale concreta. E anche&nbsp; inevitabile.All\u2019inizio, l\u2019AI era ricerca. Poi \u00e8 diventata piattaforma. Poi servizio.<\/p>\n\n\n\n<p>Negli ultimi anni abbiamo vissuto l\u2019era dell\u2019AI consumata tramite prompt o API: semplice, potente, quasi magica. Scrivi codice, mandi un prompt, ricevi una risposta. Tutto il resto succede altrove. Data center lontani, GPU invisibili, modelli giganteschi fuori dal nostro controllo diretto e magari su Marte<\/p>\n\n\n\n<p>Era inevitabile. Ed \u00e8 stato rivoluzionario.<\/p>\n\n\n\n<p>Ma ogni ciclo tecnologico ha un momento in cui l\u2019industria smette di chiedersi \u201cfunziona?\u201d e inizia a chiedersi \u201cchi la controlla davvero?\u201d.<\/p>\n\n\n\n<p>\u00c8 esattamente il punto in cui ci troviamo oggi.<br><br>Francesco ha aperto&nbsp; il suo intervento con una domanda apparentemente ironica e anche un po &#8216; retorica \u2014 <em>\u201cQuanti di voi sono stanchi di sentir parlare di AI?\u201d<\/em> \u2014 la sala ha reagito con una risata nervosa. Non perch\u00e9 l\u2019AI non interessi pi\u00f9 o perch\u00e8 parlarne male vi fa apparire come dei cavernicoli. Il problema che \u00e8 diventata infrastruttura culturale, il nuovo paradigma tanto ironizzato in molti contesti.<\/p>\n\n\n\n<p>\u00c8 ovunque.<br>Ma proprio per questo stiamo iniziando a vedere oltre l\u2019hype.<\/p>\n\n\n\n<p>Il punto non \u00e8 che il cloud AI sia sbagliato, ma , per la prima volta su larga scala, esiste un\u2019alternativa architetturale reale.<\/p>\n\n\n\n<p>Le piattaforme AI cloud hanno fatto qualcosa di straordinario: hanno trasformato la complessit\u00e0 in semplicit\u00e0, almeno in superficie.<\/p>\n\n\n\n<p>Gli sviluppatori non devono sapere come gira un modello. Non devono gestire GPU. Non devono orchestrare inferenza distribuita. Devono solo fare chiamate API.<\/p>\n\n\n\n<p>Questo ha accelerato l\u2019adozione in modo brutale.<\/p>\n\n\n\n<p>Ma quando l\u2019AI entra nei sistemi core \u2013 pricing engine, supply chain, antifrode, support automation, agenti operativi \u2013 emergono le domande che ogni architetto software conosce bene:<\/p>\n\n\n\n<p>Quanto mi costa davvero su scala?<br>Dove stanno girando i miei dati?<br>Quanto posso personalizzare senza riscrivere mezzo stack?<br>Cosa succede se il provider cambia pricing o policy?<\/p>\n\n\n\n<p>Non sono domande nuove. Sono le stesse che abbiamo fatto con il cloud, i database managed, le piattaforme SaaS, tutte soluzioni che hanno reso la vita pi\u00f9 facile ma anche pi\u00f9 onerosa.<\/p>\n\n\n\n<p>La storia del software \u00e8 sempre un pendolo tra velocit\u00e0 e controllo.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-la-vera-svolta-l-ai-come-componente-sostituibile\"><strong>La vera svolta: l\u2019AI come componente sostituibile<\/strong><\/h2>\n\n\n\n<p>Il punto pi\u00f9 potente della nuova ondata di AI locale non sono i modelli. \u00c8 l\u2019architettura.<br>Il modello non \u00e8 pi\u00f9 il centro del sistema, ne diventa un semplice componente, e qui entra in gioco il concetto di inference engine come layer software vero e proprio. Non solo runtime, ma interfaccia stabile tra applicazione e modello.<\/p>\n\n\n\n<p>Quando questo layer \u00e8 standardizzato, succede qualcosa di molto familiare agli sviluppatori: il modello diventa intercambiabile.<\/p>\n\n\n\n<p>Oggi Llama, domani Mistral. Tra sei mesi qualcosa che oggi non esiste ancora.<\/p>\n\n\n\n<p>\u00c8 la stessa evoluzione che abbiamo visto con database engine, container runtime, message broker.<\/p>\n\n\n\n<p>L\u2019AI smette di essere \u201cla cosa speciale\u201d. Diventa parte dello stack.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-il-momento-in-cui-la-developer-experience-smette-di-essere-il-problema\"><strong>Il momento in cui la Developer Experience smette di essere il problema<\/strong><\/h2>\n\n\n\n<p>Per anni l\u2019idea di portare AI in locale significava sacrificare velocit\u00e0 di sviluppo.Oggi non \u00e8 pi\u00f9 necessariamente cos\u00ec: containerizzazione, orchestrazione semplificata e toolchain moderne stanno rendendo l\u2019AI locale sempre pi\u00f9 vicina alla DX del cloud.<br>Non identica, ma abbastanza vicina da cambiare il bilanciamento decisionale.<br>Se spostare un workload AI significa cambiare endpoint e ridefinire pipeline runtime, non stiamo pi\u00f9 parlando di ricerca. Stiamo parlando di architettura applicativa reale.<\/p>\n\n\n\n<p>Forse il passaggio culturale pi\u00f9 difficile \u00e8 accettare che il futuro non sar\u00e0 dominato da pochi modelli universali.<\/p>\n\n\n\n<p>Sar\u00e0 un ecosistema: modelli per coding, per retrieval, per agenti operativi, per embedding massivi, per interazioni conversazionali verticali per qualcosa a cui adesso facciamo fatica a immaginare.<\/p>\n\n\n\n<p>\u00c8 un paradigma molto pi\u00f9 vicino al software engineering tradizionale che all\u2019idea di \u201csuper AI unica\u201d, e per gli sviluppatori, paradossalmente, \u00e8 un terreno molto pi\u00f9 familiare.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-il-falso-mito-del-locale-e-gratis\"><strong>Il falso mito del \u201clocale \u00e8 gratis\u201d<\/strong><\/h2>\n\n\n\n<p>La narrativa open source spesso semplifica troppo.Self-hosted non significa zero costi. Significa cambiare il tipo di costo. Meno OpEx su token ma pi\u00f9 investimento su infrastruttura, competenze, sicurezza, osservabilit\u00e0.<br><br>Ma quando l\u2019AI diventa parte del core business, questo trade-off diventa spesso razionale. E in molti casi strategicamente necessario. Anche perch\u00e8 la distanza tra modelli cloud e modelli locali si sta riducendo pi\u00f9 velocemente di quanto molte roadmap enterprise stiano considerando.<br>Capacit\u00e0 che un anno fa erano considerate \u201csolo hyperscaler\u201d oggi iniziano a comparire in modelli eseguibili su infrastruttura accessibile. Questo non significa che il cloud perder\u00e0 rilevanza. Significa che il design architetturale diventa molto pi\u00f9 fluido.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-il-futuro-realistico-ai-ibrida-software-piu-umano\"><strong>Il futuro realistico: AI ibrida, software pi\u00f9 umano<\/strong><\/h2>\n\n\n\n<p>Ma la narrativa \u201clocale contro cloud\u201d \u00e8 semplicemente sbagliata. Il futuro realistico \u00e8 ibrido.<br>Cloud per task ad altissima complessit\u00e0 e orchestrazioni globali.<br>Locale per automazioni operative, pipeline RAG massive, agenti verticali, embedding, workload ripetitivi.<\/p>\n\n\n\n<p>\u00c8 esattamente quello che succede sempre quando una tecnologia matura: smette di essere centralizzata e diventa distribuita.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-il-messaggio-piu-importante-non-e-tecnico\"><strong>Il messaggio pi\u00f9 importante non \u00e8 tecnico<\/strong><\/h2>\n\n\n\n<p>Alla fine, il takeaway pi\u00f9 forte non \u00e8 architetturale.\u00c8 umano. L\u2019AI non \u00e8 una coscienza emergente. Non \u00e8 un sostituto umano. \u00c8 un amplificatore.E come ogni amplificatore, la differenza la fa chi lo usa.<\/p>\n\n\n\n<p>Per la prima volta dopo anni, gli sviluppatori possono scegliere dove vive l\u2019intelligenza delle loro applicazioni.<br>Possono possederla, ottimizzarla, controllarne il costo reale ma soprattutto decidere come evolve.<br>E storicamente, ogni volta che il controllo torna verso chi costruisce software, nasce un nuovo ciclo di innovazione.<\/p>\n\n\n\n<p>Vuoi per l\u2019accento di Francesco vuoi per gli argomenti trattati mi sono sentito calato in un&nbsp; nuovo umanesimo digitale, chiaramente per me che lo seguo gi\u00e0 da un p\u00f2 sia sui social sia nelle conf, tutte gli argomenti di cui ha parlato mi sono sembrati la naturale evoluzione del suo porsi come&nbsp; link&nbsp; tra AI infrastructure, developer tooling e platform engineering, anche se debbo dire che questa volta gli argomenti sono stati davvero tanti e credo che nel prossimo ciclo di conferenze porter\u00e0 anche molti esempi pratici calati nella sua realt\u00e0. Non vedo l\u2019ora\u2026<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Questo articolo \u00e8 basato sull&#8217;intervento di Francesco Corti a Codemotion Milano 2025 Francesco Corti \u00e8 Principal Product Manager in Docker, dove lavora sull\u2019evoluzione della Developer Experience e sull\u2019integrazione dell\u2019AI nelle piattaforme per sviluppatori. Con oltre 25 anni di esperienza nel software engineering e nel product management, ha contribuito a progetti in aziende come Spotify e&#8230; <a class=\"more-link\" href=\"https:\/\/www.codemotion.com\/magazine\/it\/intelligenza-artificiale\/power-to-the-devs-cloud-vs-on-prem-nellera-dei-llm\/\">Read more<\/a><\/p>\n","protected":false},"author":238,"featured_media":35272,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","_uag_custom_page_level_css":"","_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[10261],"tags":[],"collections":[],"class_list":{"0":"post-35232","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-intelligenza-artificiale","8":"entry"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.9 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Power to the devs! 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