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дигитализацију","\u002Fportfolio\u002Fdigitalisierungsportal-archiv-museum-bibliothek-ead-lido-mets-mods",[],{"statusCode":4,"data":206,"message":621},{"id":207,"title":208,"slug":209,"content":210,"contentJson":211,"excerpt":388,"featuredImage":389,"featuredImageAlt":390,"featuredImageCaption":10,"featuredImageTitle":10,"featuredImageCopyright":10,"featuredImageAuthor":10,"featuredImageSourceUrl":10,"featuredImageLicense":10,"featuredImageIsAiGenerated":43,"status":391,"publishedAt":392,"createdAt":393,"updatedAt":394,"seoLocalePaths":395,"categories":403,"author":404,"translations":409},"378","Comprendere e risolvere i conflitti di dipendenze npm ERESOLVE","understanding-and-resolving-npm-eresolve-dependency-conflicts","\u003Ch2>Comprendere e Risolvere i Conflitti di Dipendenze npm ERESOLVE\u003C\u002Fh2>\n\u003Cp>Un errore \u003Cb>npm ERESOLVE\u003C\u002Fb> significa che npm non è riuscito a costruire un albero delle dipendenze che soddisfi tutte le regole di versione — il più delle volte a causa delle \u003Cb>peer dependencies\u003C\u002Fb>. A partire da \u003Cb>npm 7\u003C\u002Fb>, le peer dependencies vengono gestite rigorosamente durante l'installazione, quindi i conflitti che prima venivano installati \"comunque\" ora falliscono immediatamente.\u003C\u002Fp>\n\u003Cp>Questa rigidità riduce le sorprese a runtime, ma può bloccare le installazioni quando un pacchetto richiede versioni più vecchie rispetto al tuo progetto.\u003C\u002Fp>\n\u003Ch3>Triage Rapido: Trovare il Conflitto Effettivo\u003C\u002Fh3>\n\u003Cp>Prima di forzare qualsiasi cosa, identifica \u003Ci>chi richiede cosa\u003C\u002Fi>. Questi comandi solitamente individuano il colpevole in meno di un minuto.\u003C\u002Fp>\n\u003Cpre class=\"code-block\" data-lang=\"bash\">\u003Ccode class=\"language-bash\">npm -v\nnode -v\n\n# mostra la catena delle dipendenze\nnpm ls @tensorflow\u002Ftfjs\nnpm ls react\n\n# mostra i requisiti delle peer dependencies\nnpm view @tensorflow-models\u002Fhandpose peerDependencies\n\n# spiega perché è stata scelta una versione\nnpm explain @tensorflow\u002Ftfjs\u003C\u002Fcode>\u003C\u002Fpre>\n\u003Ch3>Perché si Verificano i Conflitti di Peer Dependency\u003C\u002Fh3>\n\u003Cp>Le \u003Cb>peer dependencies\u003C\u002Fb> sono contratti di compatibilità. Una libreria dice: \"Non includo React \u002F TFJS io stessa — devi fornire tu una versione compatibile\". I conflitti si verificano quando due pacchetti richiedono intervalli di versioni incompatibili.\u003C\u002Fp>\n\u003Cul>\u003Cli>Il pacchetto A richiede \u003Ccode>@tensorflow\u002Ftfjs\u003C\u002Fcode> \u003Ccode>^3\u003C\u002Fcode>, ma il tuo progetto installa \u003Ccode>@tensorflow\u002Ftfjs@4\u003C\u002Fcode>.\u003C\u002Fli>\u003Cli>Un plugin richiede \u003Ccode>react@^17\u003C\u002Fcode>, mentre la tua app utilizza \u003Ccode>react@18\u003C\u002Fcode>.\u003C\u002Fli>\u003Cli>Hai mescolato versioni major in una famiglia di pacchetti (es. tfjs core v4, backends ancora v3).\u003C\u002Fli>\u003C\u002Ful>\n\u003Ch3>Come Risolvere npm ERESOLVE (Dal più Sicuro al più Aggressivo)\u003C\u002Fh3>\n\u003Ch4>1) Allineare le Versioni (Migliore Soluzione a Lungo Termine)\u003C\u002Fh4>\n\u003Cp>Mantieni una major version compatibile in tutta la famiglia di dipendenze. Questa è la soluzione che resiste a CI, deployment e aggiornamenti futuri.\u003C\u002Fp>\n\u003Cpre class=\"code-block\" data-lang=\"json\">\u003Ccode class=\"language-json\">\u002F\u002F package.json (esempio: allineare la famiglia tfjs alla v3)\n{\n  "dependencies": {\n    "@tensorflow\u002Ftfjs": "^3.21.0",\n    "@tensorflow\u002Ftfjs-backend-webgl": "^3.21.0",\n    "@tensorflow\u002Ftfjs-backend-cpu": "^3.21.0",\n    "@tensorflow-models\u002Fhandpose": "^0.0.7"\n  }\n}\u003C\u002Fcode>\u003C\u002Fpre>\n\u003Cpre class=\"code-block\" data-lang=\"bash\">\u003Ccode class=\"language-bash\">rm -rf node_modules package-lock.json\nnpm install\u003C\u002Fcode>\u003C\u002Fpre>\n\u003Ch4>2) Usare gli \"overrides\" di npm (Forzatura Controllata, npm 8+)\u003C\u002Fh4>\n\u003Cp>Usa gli \u003Ccode>overrides\u003C\u002Fcode> quando una dipendenza transitiva richiama la versione sbagliata. È più sicuro di \u003Ccode>--force\u003C\u002Fcode>, ma è necessario testare il comportamento a runtime.\u003C\u002Fp>\n\u003Cpre class=\"code-block\" data-lang=\"json\">\u003Ccode class=\"language-json\">\u002F\u002F package.json\n{\n  "overrides": {\n    "@tensorflow\u002Ftfjs": "^4.0.0",\n    "@tensorflow\u002Ftfjs-backend-webgl": "^4.0.0",\n    "@tensorflow\u002Ftfjs-backend-cpu": "^4.0.0"\n  }\n}\u003C\u002Fcode>\u003C\u002Fpre>\n\u003Cpre class=\"code-block\" data-lang=\"bash\">\u003Ccode class=\"language-bash\">rm -rf node_modules package-lock.json\nnpm install\u003C\u002Fcode>\u003C\u002Fpre>\n\u003Ch4>3) --legacy-peer-deps (Sblocco Rapido, Meno Sicurezza)\u003C\u002Fh4>\n\u003Cp>Ignora la risoluzione rigorosa dei peer e installa comunque. Ottimo per esperimenti rapidi — rischioso come impostazione predefinita in produzione.\u003C\u002Fp>\n\u003Cpre class=\"code-block\" data-lang=\"bash\">\u003Ccode class=\"language-bash\">npm install --legacy-peer-deps\u003C\u002Fcode>\u003C\u002Fpre>\n\u003Ch4>4) --force (Ultima Spiaggia)\u003C\u002Fh4>\n\u003Cp>Forza un'installazione anche quando npm rileva che l'albero è incoerente. Usalo solo se accetti potenziali interruzioni a runtime.\u003C\u002Fp>\n\u003Cpre class=\"code-block\" data-lang=\"bash\">\u003Ccode class=\"language-bash\">npm install --force\u003C\u002Fcode>\u003C\u002Fpre>\n\u003Ch4>5) Checklist per un'Installazione Pulita (Risolve Stati Anomali del Lockfile)\u003C\u002Fh4>\n\u003Cpre class=\"code-block\" data-lang=\"bash\">\u003Ccode class=\"language-bash\">rm -rf node_modules package-lock.json\nnpm cache verify\nnpm install\u003C\u002Fcode>\u003C\u002Fpre>\n\u003Ch3>npm vs pnpm vs Yarn: Differenze Pratiche\u003C\u002Fh3>\n\u003Cp>Tutti e tre possono riscontrare conflitti tra peer, ma differiscono per velocità, strategia di node_modules e rapidità con cui espongono errori di dipendenza \"nascosti\".\u003C\u002Fp>\n\u003Ch4>npm (v7+): rigoroso per impostazione predefinita\u003C\u002Fh4>\n\u003Cul>\u003Cli>Pro: rileva tempestivamente combinazioni peer incompatibili; CI prevedibile.\u003C\u002Fli>\u003Cli>Contro: blocca le installazioni più spesso; gli utenti ricorrono ai flag.\u003C\u002Fli>\u003Cli>Ideale per: team che preferiscono la correttezza rigorosa alla comodità.\u003C\u002Fli>\u003C\u002Ful>\n\u003Ch4>pnpm: veloce, efficiente in termini di disco, accesso alle dipendenze più rigoroso\u003C\u002Fh4>\n\u003Cp>pnpm utilizza uno store globale indirizzabile per contenuto e collega i pacchetti. Le installazioni sono solitamente più veloci e utilizzano meno disco. Il suo layout più rigoroso può rivelare prima le dipendenze dirette mancanti.\u003C\u002Fp>\n\u003Cpre class=\"code-block\" data-lang=\"bash\">\u003Ccode class=\"language-bash\">corepack enable\ncorepack prepare pnpm@latest --activate\n\npnpm install\u003C\u002Fcode>\u003C\u002Fpre>\n\u003Ch4>Yarn: ottimi strumenti per i workspace, risoluzioni flessibili\u003C\u002Fh4>\n\u003Cp>Yarn è popolare nei monorepo. A seconda della versione o della configurazione di Yarn può sembrare più permissivo, ma il grande vantaggio sono i workspace e la sua capacità di bloccare le versioni tramite \u003Ccode>resolutions\u003C\u002Fcode>.\u003C\u002Fp>\n\u003Cpre class=\"code-block\" data-lang=\"bash\">\u003Ccode class=\"language-bash\">corepack enable\ncorepack prepare yarn@stable --activate\n\nyarn install\n\n# package.json (Yarn) -> "resolutions": { "react": "18.2.0" }\u003C\u002Fcode>\u003C\u002Fpre>\n\u003Ch3>Conclusione\u003C\u002Fh3>\n\u003Cp>Per la produzione: preferisci l'\u003Cb>allineamento delle versioni\u003C\u002Fb> o gli \u003Cb>overrides\u003C\u002Fb> controllati. Usa \u003Ccode>--legacy-peer-deps\u003C\u002Fcode> per sbloccare rapidamente e riserva \u003Ccode>--force\u003C\u002Fcode> come ultima risorsa. Se le installazioni sono lente o il repository è grande, \u003Cb>pnpm\u003C\u002Fb> è spesso un ottimo aggiornamento. Se i workspace e il pinning rigoroso sono importanti, \u003Cb>Yarn\u003C\u002Fb> è una buona scelta.\u003C\u002Fp>\n\u003Ch3>Snippet da Copiare\u002FIncollare\u003C\u002Fh3>\n\u003Cpre class=\"code-block\" data-lang=\"bash\">\u003Ccode class=\"language-bash\"># più sicuro: allinea le versioni\nrm -rf node_modules package-lock.json\nnpm install\n\n# controllato: overrides\n# package.json -> "overrides": { "pkg": "version" }\n\n# sblocco rapido\nnpm install --legacy-peer-deps\n\n# ultima risorsa\nnpm install --force\u003C\u002Fcode>\u003C\u002Fpre>",{"time":212,"blocks":213,"version":387},1773645574140,[214,219,224,228,233,237,243,247,251,260,264,268,272,277,281,285,289,293,296,300,304,308,312,316,320,324,328,332,336,340,347,351,355,359,363,367,371,375,379,383],{"id":215,"data":216,"type":42},"h2_title",{"text":217,"level":218},"Comprendere e Risolvere i Conflitti di Dipendenze npm ERESOLVE",2,{"id":220,"data":221,"type":223},"p_intro_1",{"text":222},"Un errore \u003Cb>npm ERESOLVE\u003C\u002Fb> significa che npm non è riuscito a costruire un albero delle dipendenze che soddisfi tutte le regole di versione — il più delle volte a causa delle \u003Cb>peer dependencies\u003C\u002Fb>. A partire da \u003Cb>npm 7\u003C\u002Fb>, le peer dependencies vengono gestite rigorosamente durante l'installazione, quindi i conflitti che prima venivano installati \"comunque\" ora falliscono immediatamente.","paragraph",{"id":225,"data":226,"type":223},"p_intro_2",{"text":227},"Questa rigidità riduce le sorprese a runtime, ma può bloccare le installazioni quando un pacchetto richiede versioni più vecchie rispetto al tuo progetto.",{"id":229,"data":230,"type":42},"h3_triage",{"text":231,"level":232},"Triage Rapido: Trovare il Conflitto Effettivo",3,{"id":234,"data":235,"type":223},"p_triage_1",{"text":236},"Prima di forzare qualsiasi cosa, identifica \u003Ci>chi richiede cosa\u003C\u002Fi>. Questi comandi solitamente individuano il colpevole in meno di un minuto.",{"id":238,"data":239,"type":242},"code_triage",{"code":240,"language":241},"npm -v\nnode -v\n\n# mostra la catena delle dipendenze\nnpm ls @tensorflow\u002Ftfjs\nnpm ls react\n\n# mostra i requisiti delle peer dependencies\nnpm view @tensorflow-models\u002Fhandpose peerDependencies\n\n# spiega perché è stata scelta una versione\nnpm explain @tensorflow\u002Ftfjs","bash","code",{"id":244,"data":245,"type":42},"h3_peer",{"text":246,"level":232},"Perché si Verificano i Conflitti di Peer Dependency",{"id":248,"data":249,"type":223},"p_peer_1",{"text":250},"Le \u003Cb>peer dependencies\u003C\u002Fb> sono contratti di compatibilità. Una libreria dice: \"Non includo React \u002F TFJS io stessa — devi fornire tu una versione compatibile\". I conflitti si verificano quando due pacchetti richiedono intervalli di versioni incompatibili.",{"id":252,"data":253,"type":259},"ul_peer",{"items":254,"style":258},[255,256,257],"Il pacchetto A richiede \u003Ccode>@tensorflow\u002Ftfjs\u003C\u002Fcode> \u003Ccode>^3\u003C\u002Fcode>, ma il tuo progetto installa \u003Ccode>@tensorflow\u002Ftfjs@4\u003C\u002Fcode>.","Un plugin richiede \u003Ccode>react@^17\u003C\u002Fcode>, mentre la tua app utilizza \u003Ccode>react@18\u003C\u002Fcode>.","Hai mescolato versioni major in una famiglia di pacchetti (es. tfjs core v4, backends ancora v3).","unordered","list",{"id":261,"data":262,"type":42},"h3_fix",{"text":263,"level":232},"Come Risolvere npm ERESOLVE (Dal più Sicuro al più Aggressivo)",{"id":265,"data":266,"type":42},"h4_fix_align",{"text":267,"level":46},"1) Allineare le Versioni (Migliore Soluzione a Lungo Termine)",{"id":269,"data":270,"type":223},"p_fix_align",{"text":271},"Mantieni una major version compatibile in tutta la famiglia di dipendenze. Questa è la soluzione che resiste a CI, deployment e aggiornamenti futuri.",{"id":273,"data":274,"type":242},"code_align_pkg",{"code":275,"language":276},"\u002F\u002F package.json (esempio: allineare la famiglia tfjs alla v3)\n{\n  \"dependencies\": {\n    \"@tensorflow\u002Ftfjs\": \"^3.21.0\",\n    \"@tensorflow\u002Ftfjs-backend-webgl\": \"^3.21.0\",\n    \"@tensorflow\u002Ftfjs-backend-cpu\": \"^3.21.0\",\n    \"@tensorflow-models\u002Fhandpose\": \"^0.0.7\"\n  }\n}","json",{"id":278,"data":279,"type":242},"code_align_install",{"code":280,"language":241},"rm -rf node_modules package-lock.json\nnpm install",{"id":282,"data":283,"type":42},"h4_fix_overrides",{"text":284,"level":46},"2) Usare gli \"overrides\" di npm (Forzatura Controllata, npm 8+)",{"id":286,"data":287,"type":223},"p_fix_overrides",{"text":288},"Usa gli \u003Ccode>overrides\u003C\u002Fcode> quando una dipendenza transitiva richiama la versione sbagliata. È più sicuro di \u003Ccode>--force\u003C\u002Fcode>, ma è necessario testare il comportamento a runtime.",{"id":290,"data":291,"type":242},"code_overrides_pkg",{"code":292,"language":276},"\u002F\u002F package.json\n{\n  \"overrides\": {\n    \"@tensorflow\u002Ftfjs\": \"^4.0.0\",\n    \"@tensorflow\u002Ftfjs-backend-webgl\": \"^4.0.0\",\n    \"@tensorflow\u002Ftfjs-backend-cpu\": \"^4.0.0\"\n  }\n}",{"id":294,"data":295,"type":242},"code_overrides_install",{"code":280,"language":241},{"id":297,"data":298,"type":42},"h4_fix_legacy",{"text":299,"level":46},"3) --legacy-peer-deps (Sblocco Rapido, Meno Sicurezza)",{"id":301,"data":302,"type":223},"p_fix_legacy",{"text":303},"Ignora la risoluzione rigorosa dei peer e installa comunque. Ottimo per esperimenti rapidi — rischioso come impostazione predefinita in produzione.",{"id":305,"data":306,"type":242},"code_legacy",{"code":307,"language":241},"npm install --legacy-peer-deps",{"id":309,"data":310,"type":42},"h4_fix_force",{"text":311,"level":46},"4) --force (Ultima Spiaggia)",{"id":313,"data":314,"type":223},"p_fix_force",{"text":315},"Forza un'installazione anche quando npm rileva che l'albero è incoerente. Usalo solo se accetti potenziali interruzioni a runtime.",{"id":317,"data":318,"type":242},"code_force",{"code":319,"language":241},"npm install --force",{"id":321,"data":322,"type":42},"h4_fix_clean",{"text":323,"level":46},"5) Checklist per un'Installazione Pulita (Risolve Stati Anomali del Lockfile)",{"id":325,"data":326,"type":242},"code_clean",{"code":327,"language":241},"rm -rf node_modules package-lock.json\nnpm cache verify\nnpm install",{"id":329,"data":330,"type":42},"h3_compare",{"text":331,"level":232},"npm vs pnpm vs Yarn: Differenze Pratiche",{"id":333,"data":334,"type":223},"p_compare",{"text":335},"Tutti e tre possono riscontrare conflitti tra peer, ma differiscono per velocità, strategia di node_modules e rapidità con cui espongono errori di dipendenza \"nascosti\".",{"id":337,"data":338,"type":42},"h4_npm",{"text":339,"level":46},"npm (v7+): rigoroso per impostazione predefinita",{"id":341,"data":342,"type":259},"ul_npm",{"items":343,"style":258},[344,345,346],"Pro: rileva tempestivamente combinazioni peer incompatibili; CI prevedibile.","Contro: blocca le installazioni più spesso; gli utenti ricorrono ai flag.","Ideale per: team che preferiscono la correttezza rigorosa alla comodità.",{"id":348,"data":349,"type":42},"h4_pnpm",{"text":350,"level":46},"pnpm: veloce, efficiente in termini di disco, accesso alle dipendenze più rigoroso",{"id":352,"data":353,"type":223},"p_pnpm",{"text":354},"pnpm utilizza uno store globale indirizzabile per contenuto e collega i pacchetti. Le installazioni sono solitamente più veloci e utilizzano meno disco. Il suo layout più rigoroso può rivelare prima le dipendenze dirette mancanti.",{"id":356,"data":357,"type":242},"code_pnpm",{"code":358,"language":241},"corepack enable\ncorepack prepare pnpm@latest --activate\n\npnpm install",{"id":360,"data":361,"type":42},"h4_yarn",{"text":362,"level":46},"Yarn: ottimi strumenti per i workspace, risoluzioni flessibili",{"id":364,"data":365,"type":223},"p_yarn",{"text":366},"Yarn è popolare nei monorepo. A seconda della versione o della configurazione di Yarn può sembrare più permissivo, ma il grande vantaggio sono i workspace e la sua capacità di bloccare le versioni tramite \u003Ccode>resolutions\u003C\u002Fcode>.",{"id":368,"data":369,"type":242},"code_yarn",{"code":370,"language":241},"corepack enable\ncorepack prepare yarn@stable --activate\n\nyarn install\n\n# package.json (Yarn) -> \"resolutions\": { \"react\": \"18.2.0\" }",{"id":372,"data":373,"type":42},"h3_conclusion",{"text":374,"level":232},"Conclusione",{"id":376,"data":377,"type":223},"p_conclusion",{"text":378},"Per la produzione: preferisci l'\u003Cb>allineamento delle versioni\u003C\u002Fb> o gli \u003Cb>overrides\u003C\u002Fb> controllati. Usa \u003Ccode>--legacy-peer-deps\u003C\u002Fcode> per sbloccare rapidamente e riserva \u003Ccode>--force\u003C\u002Fcode> come ultima risorsa. Se le installazioni sono lente o il repository è grande, \u003Cb>pnpm\u003C\u002Fb> è spesso un ottimo aggiornamento. Se i workspace e il pinning rigoroso sono importanti, \u003Cb>Yarn\u003C\u002Fb> è una buona scelta.",{"id":380,"data":381,"type":42},"h3_snippets",{"text":382,"level":232},"Snippet da Copiare\u002FIncollare",{"id":384,"data":385,"type":242},"code_snippets",{"code":386,"language":241},"# più sicuro: allinea le versioni\nrm -rf node_modules package-lock.json\nnpm install\n\n# controllato: overrides\n# package.json -> \"overrides\": { \"pkg\": \"version\" }\n\n# sblocco rapido\nnpm install --legacy-peer-deps\n\n# ultima risorsa\nnpm install --force","2.31","Risolvi i conflitti di peer dependency npm ERESOLVE nel modo corretto: identifica il vero disallineamento, allinea le versioni, usa gli override in modo sicuro e scopri quando pnpm o Yarn sono la scelta migliore.","\u002Fuploads\u002F2025\u002F01\u002FERESOLVE_npm_yarn-large.webp","ERESOLVE_npm_yarn-large","PUBLISHED","2025-01-15T12:55:00.000Z","2025-01-15T12:55:52.000Z","2026-03-16T08:12:49.034Z",{"en":396,"de":397,"sr":398,"es":399,"it":400,"ru":401,"zh":402},"\u002Fblog\u002Funderstanding-and-resolving-npm-eresolve-dependency-conflicts","\u002Fde\u002Fblog\u002Funderstanding-and-resolving-npm-eresolve-dependency-conflicts","\u002Fsr\u002Fblog\u002Funderstanding-and-resolving-npm-eresolve-dependency-conflicts","\u002Fes\u002Fblog\u002Funderstanding-and-resolving-npm-eresolve-dependency-conflicts","\u002Fit\u002Fblog\u002Funderstanding-and-resolving-npm-eresolve-dependency-conflicts","\u002Fru\u002Fblog\u002Funderstanding-and-resolving-npm-eresolve-dependency-conflicts","\u002Fzh\u002Fblog\u002Funderstanding-and-resolving-npm-eresolve-dependency-conflicts",[],{"id":405,"login":406,"email":407,"displayName":408},"20","rooth8233","aleksandar@stajic.de","Aleksandar Stajić",[410,536],{"lang":411,"title":412,"content":413,"contentJson":414,"excerpt":535},"en","Understanding and Resolving npm ERESOLVE Dependency Conflicts","{\"time\":1766400002000,\"blocks\":[{\"id\":\"h2_title\",\"type\":\"header\",\"data\":{\"text\":\"Understanding and Resolving npm ERESOLVE Dependency Conflicts\",\"level\":2}},{\"id\":\"p_intro_1\",\"type\":\"paragraph\",\"data\":{\"text\":\"An \u003Cb>npm ERESOLVE\u003C\u002Fb> error means npm couldn't build a dependency tree that satisfies all version rules — most often because of \u003Cb>peer dependencies\u003C\u002Fb>. Since \u003Cb>npm 7\u003C\u002Fb>, peer dependencies are handled strictly during install, so conflicts that previously installed “anyway” now fail fast.\"}},{\"id\":\"p_intro_2\",\"type\":\"paragraph\",\"data\":{\"text\":\"That strictness reduces runtime surprises, but it can block installs when one package expects older versions than your project.\"}},{\"id\":\"h3_triage\",\"type\":\"header\",\"data\":{\"text\":\"Quick Triage: Find the Actual Conflict\",\"level\":3}},{\"id\":\"p_triage_1\",\"type\":\"paragraph\",\"data\":{\"text\":\"Before you force anything, identify \u003Ci>who requires what\u003C\u002Fi>. These commands usually pinpoint the culprit in under a minute.\"}},{\"id\":\"code_triage\",\"type\":\"code\",\"data\":{\"code\":\"npm -v\\nnode -v\\n\\n# show dependency chain\\nnpm ls @tensorflow\u002Ftfjs\\nnpm ls react\\n\\n# show peer dependency requirements\\nnpm view @tensorflow-models\u002Fhandpose peerDependencies\\n\\n# explain why a version was chosen\\nnpm explain @tensorflow\u002Ftfjs\",\"language\":\"bash\"}},{\"id\":\"h3_peer\",\"type\":\"header\",\"data\":{\"text\":\"Why Peer Dependency Conflicts Happen\",\"level\":3}},{\"id\":\"p_peer_1\",\"type\":\"paragraph\",\"data\":{\"text\":\"\u003Cb>Peer dependencies\u003C\u002Fb> are compatibility contracts. A library says: “I don't ship React \u002F TFJS myself — you must provide a compatible version.” Conflicts happen when two packages demand incompatible version ranges.\"}},{\"id\":\"ul_peer\",\"type\":\"list\",\"data\":{\"style\":\"unordered\",\"items\":[\"Package A requires \u003Ccode>@tensorflow\u002Ftfjs\u003C\u002Fcode> \u003Ccode>^3\u003C\u002Fcode>, but your project installs \u003Ccode>@tensorflow\u002Ftfjs@4\u003C\u002Fcode>.\",\"A plugin requires \u003Ccode>react@^17\u003C\u002Fcode>, while your app is on \u003Ccode>react@18\u003C\u002Fcode>.\",\"You mixed majors in a package family (e.g. tfjs core v4, backends still v3).\"]}},{\"id\":\"h3_fix\",\"type\":\"header\",\"data\":{\"text\":\"How to Fix npm ERESOLVE (Safest → Most Aggressive)\",\"level\":3}},{\"id\":\"h4_fix_align\",\"type\":\"header\",\"data\":{\"text\":\"1) Align Versions (Best Long-Term Fix)\",\"level\":4}},{\"id\":\"p_fix_align\",\"type\":\"paragraph\",\"data\":{\"text\":\"Keep one compatible major across the entire dependency family. This is the fix that survives CI, deployments, and future upgrades.\"}},{\"id\":\"code_align_pkg\",\"type\":\"code\",\"data\":{\"code\":\"\u002F\u002F package.json (example: align tfjs family on v3)\\n{\\n  \\\"dependencies\\\": {\\n    \\\"@tensorflow\u002Ftfjs\\\": \\\"^3.21.0\\\",\\n    \\\"@tensorflow\u002Ftfjs-backend-webgl\\\": \\\"^3.21.0\\\",\\n    \\\"@tensorflow\u002Ftfjs-backend-cpu\\\": \\\"^3.21.0\\\",\\n    \\\"@tensorflow-models\u002Fhandpose\\\": \\\"^0.0.7\\\"\\n  }\\n}\",\"language\":\"json\"}},{\"id\":\"code_align_install\",\"type\":\"code\",\"data\":{\"code\":\"rm -rf node_modules package-lock.json\\nnpm install\",\"language\":\"bash\"}},{\"id\":\"h4_fix_overrides\",\"type\":\"header\",\"data\":{\"text\":\"2) Use npm \\\"overrides\\\" (Controlled Forcing, npm 8+)\",\"level\":4}},{\"id\":\"p_fix_overrides\",\"type\":\"paragraph\",\"data\":{\"text\":\"Use \u003Ccode>overrides\u003C\u002Fcode> when a transitive dependency pulls the wrong version. This is safer than \u003Ccode>--force\u003C\u002Fcode>, but you must test runtime behavior.\"}},{\"id\":\"code_overrides_pkg\",\"type\":\"code\",\"data\":{\"code\":\"\u002F\u002F package.json\\n{\\n  \\\"overrides\\\": {\\n    \\\"@tensorflow\u002Ftfjs\\\": \\\"^4.0.0\\\",\\n    \\\"@tensorflow\u002Ftfjs-backend-webgl\\\": \\\"^4.0.0\\\",\\n    \\\"@tensorflow\u002Ftfjs-backend-cpu\\\": \\\"^4.0.0\\\"\\n  }\\n}\",\"language\":\"json\"}},{\"id\":\"code_overrides_install\",\"type\":\"code\",\"data\":{\"code\":\"rm -rf node_modules package-lock.json\\nnpm install\",\"language\":\"bash\"}},{\"id\":\"h4_fix_legacy\",\"type\":\"header\",\"data\":{\"text\":\"3) --legacy-peer-deps (Fast Unblock, Less Safety)\",\"level\":4}},{\"id\":\"p_fix_legacy\",\"type\":\"paragraph\",\"data\":{\"text\":\"Bypasses strict peer resolution and installs anyway. Good for quick experiments — risky as a default in production.\"}},{\"id\":\"code_legacy\",\"type\":\"code\",\"data\":{\"code\":\"npm install --legacy-peer-deps\",\"language\":\"bash\"}},{\"id\":\"h4_fix_force\",\"type\":\"header\",\"data\":{\"text\":\"4) --force (Last Resort)\",\"level\":4}},{\"id\":\"p_fix_force\",\"type\":\"paragraph\",\"data\":{\"text\":\"Forces an install even when npm knows the tree is inconsistent. Use only if you accept potential runtime breaks.\"}},{\"id\":\"code_force\",\"type\":\"code\",\"data\":{\"code\":\"npm install --force\",\"language\":\"bash\"}},{\"id\":\"h4_fix_clean\",\"type\":\"header\",\"data\":{\"text\":\"5) Clean Install Checklist (Fixes Weird Lockfile States)\",\"level\":4}},{\"id\":\"code_clean\",\"type\":\"code\",\"data\":{\"code\":\"rm -rf node_modules package-lock.json\\nnpm cache verify\\nnpm install\",\"language\":\"bash\"}},{\"id\":\"h3_compare\",\"type\":\"header\",\"data\":{\"text\":\"npm vs pnpm vs Yarn: Practical Differences\",\"level\":3}},{\"id\":\"p_compare\",\"type\":\"paragraph\",\"data\":{\"text\":\"All three can hit peer conflicts, but they differ in speed, node_modules strategy, and how quickly they expose \\\"hidden\\\" dependency mistakes.\"}},{\"id\":\"h4_npm\",\"type\":\"header\",\"data\":{\"text\":\"npm (v7+): strict by default\",\"level\":4}},{\"id\":\"ul_npm\",\"type\":\"list\",\"data\":{\"style\":\"unordered\",\"items\":[\"Pros: catches incompatible peer combos early; predictable CI.\",\"Cons: blocks installs more often; people reach for flags.\",\"Best for: teams that want strict correctness over convenience.\"]}},{\"id\":\"h4_pnpm\",\"type\":\"header\",\"data\":{\"text\":\"pnpm: fast, disk-efficient, stricter dependency access\",\"level\":4}},{\"id\":\"p_pnpm\",\"type\":\"paragraph\",\"data\":{\"text\":\"pnpm uses a global content-addressable store and links packages. Installs are typically faster and use less disk. Its stricter layout can reveal missing direct dependencies earlier.\"}},{\"id\":\"code_pnpm\",\"type\":\"code\",\"data\":{\"code\":\"corepack enable\\ncorepack prepare pnpm@latest --activate\\n\\npnpm install\",\"language\":\"bash\"}},{\"id\":\"h4_yarn\",\"type\":\"header\",\"data\":{\"text\":\"Yarn: strong workspaces tooling, flexible resolutions\",\"level\":4}},{\"id\":\"p_yarn\",\"type\":\"paragraph\",\"data\":{\"text\":\"Yarn is popular in monorepos. Depending on Yarn version\u002Fconfig it can feel more forgiving, but the big win is workspaces and its ability to pin versions via \u003Ccode>resolutions\u003C\u002Fcode>.\"}},{\"id\":\"code_yarn\",\"type\":\"code\",\"data\":{\"code\":\"corepack enable\\ncorepack prepare yarn@stable --activate\\n\\nyarn install\\n\\n# package.json (Yarn) -> \\\"resolutions\\\": { \\\"react\\\": \\\"18.2.0\\\" }\",\"language\":\"bash\"}},{\"id\":\"h3_conclusion\",\"type\":\"header\",\"data\":{\"text\":\"Conclusion\",\"level\":3}},{\"id\":\"p_conclusion\",\"type\":\"paragraph\",\"data\":{\"text\":\"For production: prefer \u003Cb>aligning versions\u003C\u002Fb> or controlled \u003Cb>overrides\u003C\u002Fb>. Use \u003Ccode>--legacy-peer-deps\u003C\u002Fcode> to unblock quickly, and reserve \u003Ccode>--force\u003C\u002Fcode> for last resort. If installs are slow or the repo is large, \u003Cb>pnpm\u003C\u002Fb> is often a strong upgrade. If workspaces and strict pinning matter, \u003Cb>Yarn\u003C\u002Fb> is a good fit.\"}},{\"id\":\"h3_snippets\",\"type\":\"header\",\"data\":{\"text\":\"Copy\u002FPaste Snippets\",\"level\":3}},{\"id\":\"code_snippets\",\"type\":\"code\",\"data\":{\"code\":\"# safest: align versions\\nrm -rf node_modules package-lock.json\\nnpm install\\n\\n# controlled: overrides\\n# package.json -> \\\"overrides\\\": { \\\"pkg\\\": \\\"version\\\" }\\n\\n# quick unblock\\nnpm install --legacy-peer-deps\\n\\n# last resort\\nnpm install --force\",\"language\":\"bash\"}}],\"version\":\"2.30.0\"}",{"time":415,"blocks":416,"version":534},1766400002000,[417,419,422,425,428,431,434,437,440,446,449,452,455,458,460,463,466,468,470,473,476,478,481,484,486,489,491,494,497,500,506,509,512,514,517,520,522,525,528,531],{"id":215,"data":418,"type":42},{"text":412,"level":218},{"id":220,"data":420,"type":223},{"text":421},"An \u003Cb>npm ERESOLVE\u003C\u002Fb> error means npm couldn't build a dependency tree that satisfies all version rules — most often because of \u003Cb>peer dependencies\u003C\u002Fb>. Since \u003Cb>npm 7\u003C\u002Fb>, peer dependencies are handled strictly during install, so conflicts that previously installed “anyway” now fail fast.",{"id":225,"data":423,"type":223},{"text":424},"That strictness reduces runtime surprises, but it can block installs when one package expects older versions than your project.",{"id":229,"data":426,"type":42},{"text":427,"level":232},"Quick Triage: Find the Actual Conflict",{"id":234,"data":429,"type":223},{"text":430},"Before you force anything, identify \u003Ci>who requires what\u003C\u002Fi>. These commands usually pinpoint the culprit in under a minute.",{"id":238,"data":432,"type":242},{"code":433,"language":241},"npm -v\nnode -v\n\n# show dependency chain\nnpm ls @tensorflow\u002Ftfjs\nnpm ls react\n\n# show peer dependency requirements\nnpm view @tensorflow-models\u002Fhandpose peerDependencies\n\n# explain why a version was chosen\nnpm explain @tensorflow\u002Ftfjs",{"id":244,"data":435,"type":42},{"text":436,"level":232},"Why Peer Dependency Conflicts Happen",{"id":248,"data":438,"type":223},{"text":439},"\u003Cb>Peer dependencies\u003C\u002Fb> are compatibility contracts. A library says: “I don't ship React \u002F TFJS myself — you must provide a compatible version.” Conflicts happen when two packages demand incompatible version ranges.",{"id":252,"data":441,"type":259},{"items":442,"style":258},[443,444,445],"Package A requires \u003Ccode>@tensorflow\u002Ftfjs\u003C\u002Fcode> \u003Ccode>^3\u003C\u002Fcode>, but your project installs \u003Ccode>@tensorflow\u002Ftfjs@4\u003C\u002Fcode>.","A plugin requires \u003Ccode>react@^17\u003C\u002Fcode>, while your app is on \u003Ccode>react@18\u003C\u002Fcode>.","You mixed majors in a package family (e.g. tfjs core v4, backends still v3).",{"id":261,"data":447,"type":42},{"text":448,"level":232},"How to Fix npm ERESOLVE (Safest → Most Aggressive)",{"id":265,"data":450,"type":42},{"text":451,"level":46},"1) Align Versions (Best Long-Term Fix)",{"id":269,"data":453,"type":223},{"text":454},"Keep one compatible major across the entire dependency family. This is the fix that survives CI, deployments, and future upgrades.",{"id":273,"data":456,"type":242},{"code":457,"language":276},"\u002F\u002F package.json (example: align tfjs family on v3)\n{\n  \"dependencies\": {\n    \"@tensorflow\u002Ftfjs\": \"^3.21.0\",\n    \"@tensorflow\u002Ftfjs-backend-webgl\": \"^3.21.0\",\n    \"@tensorflow\u002Ftfjs-backend-cpu\": \"^3.21.0\",\n    \"@tensorflow-models\u002Fhandpose\": \"^0.0.7\"\n  }\n}",{"id":278,"data":459,"type":242},{"code":280,"language":241},{"id":282,"data":461,"type":42},{"text":462,"level":46},"2) Use npm \"overrides\" (Controlled Forcing, npm 8+)",{"id":286,"data":464,"type":223},{"text":465},"Use \u003Ccode>overrides\u003C\u002Fcode> when a transitive dependency pulls the wrong version. This is safer than \u003Ccode>--force\u003C\u002Fcode>, but you must test runtime behavior.",{"id":290,"data":467,"type":242},{"code":292,"language":276},{"id":294,"data":469,"type":242},{"code":280,"language":241},{"id":297,"data":471,"type":42},{"text":472,"level":46},"3) --legacy-peer-deps (Fast Unblock, Less Safety)",{"id":301,"data":474,"type":223},{"text":475},"Bypasses strict peer resolution and installs anyway. Good for quick experiments — risky as a default in production.",{"id":305,"data":477,"type":242},{"code":307,"language":241},{"id":309,"data":479,"type":42},{"text":480,"level":46},"4) --force (Last Resort)",{"id":313,"data":482,"type":223},{"text":483},"Forces an install even when npm knows the tree is inconsistent. Use only if you accept potential runtime breaks.",{"id":317,"data":485,"type":242},{"code":319,"language":241},{"id":321,"data":487,"type":42},{"text":488,"level":46},"5) Clean Install Checklist (Fixes Weird Lockfile States)",{"id":325,"data":490,"type":242},{"code":327,"language":241},{"id":329,"data":492,"type":42},{"text":493,"level":232},"npm vs pnpm vs Yarn: Practical Differences",{"id":333,"data":495,"type":223},{"text":496},"All three can hit peer conflicts, but they differ in speed, node_modules strategy, and how quickly they expose \"hidden\" dependency mistakes.",{"id":337,"data":498,"type":42},{"text":499,"level":46},"npm (v7+): strict by default",{"id":341,"data":501,"type":259},{"items":502,"style":258},[503,504,505],"Pros: catches incompatible peer combos early; predictable CI.","Cons: blocks installs more often; people reach for flags.","Best for: teams that want strict correctness over convenience.",{"id":348,"data":507,"type":42},{"text":508,"level":46},"pnpm: fast, disk-efficient, stricter dependency access",{"id":352,"data":510,"type":223},{"text":511},"pnpm uses a global content-addressable store and links packages. Installs are typically faster and use less disk. Its stricter layout can reveal missing direct dependencies earlier.",{"id":356,"data":513,"type":242},{"code":358,"language":241},{"id":360,"data":515,"type":42},{"text":516,"level":46},"Yarn: strong workspaces tooling, flexible resolutions",{"id":364,"data":518,"type":223},{"text":519},"Yarn is popular in monorepos. Depending on Yarn version\u002Fconfig it can feel more forgiving, but the big win is workspaces and its ability to pin versions via \u003Ccode>resolutions\u003C\u002Fcode>.",{"id":368,"data":521,"type":242},{"code":370,"language":241},{"id":372,"data":523,"type":42},{"text":524,"level":232},"Conclusion",{"id":376,"data":526,"type":223},{"text":527},"For production: prefer \u003Cb>aligning versions\u003C\u002Fb> or controlled \u003Cb>overrides\u003C\u002Fb>. Use \u003Ccode>--legacy-peer-deps\u003C\u002Fcode> to unblock quickly, and reserve \u003Ccode>--force\u003C\u002Fcode> for last resort. If installs are slow or the repo is large, \u003Cb>pnpm\u003C\u002Fb> is often a strong upgrade. If workspaces and strict pinning matter, \u003Cb>Yarn\u003C\u002Fb> is a good fit.",{"id":380,"data":529,"type":42},{"text":530,"level":232},"Copy\u002FPaste Snippets",{"id":384,"data":532,"type":242},{"code":533,"language":241},"# safest: align versions\nrm -rf node_modules package-lock.json\nnpm install\n\n# controlled: overrides\n# package.json -> \"overrides\": { \"pkg\": \"version\" }\n\n# quick unblock\nnpm install --legacy-peer-deps\n\n# last resort\nnpm install --force","2.30.0","Resolve npm ERESOLVE peer dependency conflicts the right way: identify the real mismatch, align versions, use overrides safely, and know when pnpm or Yarn is a better fit.",{"lang":7,"title":208,"content":210,"contentJson":537,"excerpt":388},{"time":212,"blocks":538,"version":387},[539,541,543,545,547,549,551,553,555,558,560,562,564,566,568,570,572,574,576,578,580,582,584,586,588,590,592,594,596,598,601,603,605,607,609,611,613,615,617,619],{"id":215,"data":540,"type":42},{"text":217,"level":218},{"id":220,"data":542,"type":223},{"text":222},{"id":225,"data":544,"type":223},{"text":227},{"id":229,"data":546,"type":42},{"text":231,"level":232},{"id":234,"data":548,"type":223},{"text":236},{"id":238,"data":550,"type":242},{"code":240,"language":241},{"id":244,"data":552,"type":42},{"text":246,"level":232},{"id":248,"data":554,"type":223},{"text":250},{"id":252,"data":556,"type":259},{"items":557,"style":258},[255,256,257],{"id":261,"data":559,"type":42},{"text":263,"level":232},{"id":265,"data":561,"type":42},{"text":267,"level":46},{"id":269,"data":563,"type":223},{"text":271},{"id":273,"data":565,"type":242},{"code":275,"language":276},{"id":278,"data":567,"type":242},{"code":280,"language":241},{"id":282,"data":569,"type":42},{"text":284,"level":46},{"id":286,"data":571,"type":223},{"text":288},{"id":290,"data":573,"type":242},{"code":292,"language":276},{"id":294,"data":575,"type":242},{"code":280,"language":241},{"id":297,"data":577,"type":42},{"text":299,"level":46},{"id":301,"data":579,"type":223},{"text":303},{"id":305,"data":581,"type":242},{"code":307,"language":241},{"id":309,"data":583,"type":42},{"text":311,"level":46},{"id":313,"data":585,"type":223},{"text":315},{"id":317,"data":587,"type":242},{"code":319,"language":241},{"id":321,"data":589,"type":42},{"text":323,"level":46},{"id":325,"data":591,"type":242},{"code":327,"language":241},{"id":329,"data":593,"type":42},{"text":331,"level":232},{"id":333,"data":595,"type":223},{"text":335},{"id":337,"data":597,"type":42},{"text":339,"level":46},{"id":341,"data":599,"type":259},{"items":600,"style":258},[344,345,346],{"id":348,"data":602,"type":42},{"text":350,"level":46},{"id":352,"data":604,"type":223},{"text":354},{"id":356,"data":606,"type":242},{"code":358,"language":241},{"id":360,"data":608,"type":42},{"text":362,"level":46},{"id":364,"data":610,"type":223},{"text":366},{"id":368,"data":612,"type":242},{"code":370,"language":241},{"id":372,"data":614,"type":42},{"text":374,"level":232},{"id":376,"data":616,"type":223},{"text":378},{"id":380,"data":618,"type":42},{"text":382,"level":232},{"id":384,"data":620,"type":242},{"code":386,"language":241},"Post erfolgreich abgerufen",{"items":623,"source":706,"manualIds":707,"manualMatchedIds":708},[624,630,637,644,651,658,665,672,679,686,693,700],{"id":625,"slug":626,"title":627,"excerpt":10,"featuredImage":628,"publishedAt":629},"379","how-to-scan-and-clean-your-cloud-linux-server-from-malware","How to Scan and Clean Your Cloud Linux Server from Malware","\u002Fuploads\u002F2025\u002F01\u002Fhow-to-scan-and-clean-your-cloud-linux-server-from-malware-large.webp","2025-01-23T08:34:00.000Z",{"id":631,"slug":632,"title":633,"excerpt":634,"featuredImage":635,"publishedAt":636},"466","the-gpu-is-not-the-product-future-proof-private-ai-architecture","La GPU non è il prodotto: architettura di IA privata a prova di futuro","L'infrastruttura di IA privata non dovrebbe essere progettata attorno a una sola GPU o a un solo modello. Un approccio più resiliente combina GPU veloci per l'inferenza, sistemi di IA ricchi di memoria, nodi di IA fisica e modelli cloud di frontiera opzionali dietro un livello di routing consapevole delle capacità.","\u002Fuploads\u002F2026\u002F09\u002Fthe-gpu-is-not-the-product-future-proof-private-ai-architecture-1790140878812-8hsl39.webp","2026-09-23T01:19:00.000Z",{"id":638,"slug":639,"title":640,"excerpt":641,"featuredImage":642,"publishedAt":643},"449","google-io-2026-agentic-products-search-workspace-and-shopping","Google I\u002FO 2026: Prodotti agentici su Search, Workspace e Shopping","Google I\u002FO 2026 ha mostrato che l'IA agentica sta andando oltre le demo dei modelli e gli strumenti per sviluppatori, entrando nelle superfici dei prodotti di tutti i giorni. Questo articolo analizza come Ricerca, Workspace, Gemini Spark e Universal Cart puntino verso un nuovo modello di prodotto in cui gli agenti di Google aiutano gli utenti a fare ricerche, lavorare, fare acquisti e agire attraverso i servizi connessi.","\u002Fuploads\u002F2026\u002F05\u002Fgoogle-io-2026-agentic-products-search-workspace-and-shopping-1779228004340-9mqs07.webp","2026-05-21T11:09:00.000Z",{"id":645,"slug":646,"title":647,"excerpt":648,"featuredImage":649,"publishedAt":650},"437","metrics","Guida Completa alle Metriche per la Consegna e la Gestione del Cambiamento","Questa guida fornisce una panoramica dettagliata delle metriche essenziali per la delivery aziendale e la gestione del cambiamento, aiutando i team a misurare le prestazioni, ottimizzare i processi e promuovere il miglioramento continuo. Scopri gli indicatori chiave, i metodi di calcolo e le best practice per allineare le tue metriche ai risultati aziendali.","\u002Fuploads\u002F2026\u002F06\u002Fmetrics-1781624416316-4nsuwg.webp","2026-03-01T17:51:00.000Z",{"id":652,"slug":653,"title":654,"excerpt":655,"featuredImage":656,"publishedAt":657},"464","falsification-for-ai-reasoning-from-answers-to-tested-hypotheses","Falsificazione per il ragionamento dell'IA: dalle risposte alle ipotesi testate","I modelli di IA possono generare prove convincenti per quasi qualsiasi ipotesi plausibile. Una metodologia più affidabile pone la domanda opposta: quali prove indebolirebbero, contraddirebbero o ci costringerebbero ad abbandonare la conclusione? Questo articolo sviluppa un ragionamento orientato alla falsificazione per gli LLM utilizzando ipotesi concorrenti, test discriminanti, controprove e criteri di rifiuto espliciti.","\u002Fuploads\u002F2026\u002F09\u002Ffalsification-for-ai-reasoning-from-answers-to-tested-hypotheses-1789811137616-3hce1b.webp","2026-09-19T01:11:00.000Z",{"id":659,"slug":660,"title":661,"excerpt":662,"featuredImage":663,"publishedAt":664},"434","evaluation-harness","Guida completa a Evaluation Harness: Padroneggiare la valutazione delle prestazioni degli LLM","Questa guida fornisce una panoramica dettagliata di Evaluation Harness, un framework essenziale per valutare rigorosamente le capacità dei modelli linguistici di grandi dimensioni (LLM) nelle pipeline LLMOps aziendali. Scopri la configurazione, le best practice e le tecniche avanzate per garantire un benchmarking e un'ottimizzazione dei modelli affidabili.","\u002Fuploads\u002F2026\u002F04\u002Fevaluation-harness-1775466944495-4s0xv2.webp","2026-03-01T17:50:00.000Z",{"id":666,"slug":667,"title":668,"excerpt":669,"featuredImage":670,"publishedAt":671},"384","new-qwen-3-5-plus","Nuovo Qwen 3.5-Plus: l'IA open-source fa sul serio","Scopri le caratteristiche e i vantaggi all'avanguardia di Qwen 3.5-Plus di Alibaba, un'IA open-source rivoluzionaria per gli sviluppatori.","\u002Fuploads\u002F2026\u002F02\u002Fnew-qwen-3-5-plus-1771515512741-dcbi9p.webp","2026-02-19T10:23:00.000Z",{"id":673,"slug":674,"title":675,"excerpt":676,"featuredImage":677,"publishedAt":678},"472","why-more-context-can-make-ai-answers-worse","Perché più contesto può peggiorare le risposte dell'IA","Una finestra di contesto più ampia non garantisce una risposta migliore. Questo articolo spiega come la diluizione del segnale, le prove contrastanti, lo stato obsoleto, la sensibilità alla posizione e la compressione con perdita possano ridurre l'affidabilità dell'IA—e introduce un pratico Context Pressure Test.","\u002Fuploads\u002F2026\u002F09\u002Fwhy-more-context-can-make-ai-answers-worse-1790351615793-2ntv2v.webp","2026-09-25T11:51:00.000Z",{"id":680,"slug":681,"title":682,"excerpt":683,"featuredImage":684,"publishedAt":685},"450","google-io-2026-gemini-omni-and-gemini-3-5","Google I\u002FO 2026: Gemini Omni, Gemini 3.5 e il livello di calcolo dietro l'IA agentica","Google I\u002FO 2026 ha messo Gemini Omni e Gemini 3.5 al centro della strategia di IA agentica di Google. Questo articolo analizza la differenza tra creazione multimodale e intelligenza di livello d'azione, perché Gemini 3.5 Flash è importante per gli agenti e il coding, e come questi modelli alimentano il più ampio cambiamento di piattaforma di Google I\u002FO 2026.","\u002Fuploads\u002F2026\u002F05\u002Fgoogle-io-2026-gemini-omni-and-gemini-3-5-1779227791401-6hzln1.webp","2026-05-21T11:01:00.000Z",{"id":687,"slug":688,"title":689,"excerpt":690,"featuredImage":691,"publishedAt":692},"374","databasemarketing","Database marketing – Approccio moderno per le relazioni con i clienti","Panoramica moderna sul marketing di database: dalla strategia dei dati e l'architettura tecnica fino all'automazione, al GDPR e alle migliori pratiche per relazioni durature con i clienti.","\u002Fuploads\u002F2025\u002F01\u002FDatabasemarketing.png-medium.webp","2025-01-06T00:15:00.000Z",{"id":694,"slug":695,"title":696,"excerpt":697,"featuredImage":698,"publishedAt":699},"376","laravel-12-custom-cms-with-filament3","Laravel 12 CMS Personalizzato con Filament 3: Il Workflow degli Esperti","Un'analisi dettagliata delle sinergie tra Laravel 12 e Filament 3 per la creazione di sistemi di gestione dei contenuti personalizzati. Esperti analizzano il flusso di lavoro innovativo, vantaggi, svantaggi e la sfida del flusso di lavoro di Jetstream.","\u002Fuploads\u002F2025\u002F01\u002FLaravel-12-Custom-CMS-with-a-Filament3-large.webp","2025-01-12T02:18:00.000Z",{"id":701,"slug":702,"title":703,"excerpt":704,"featuredImage":691,"publishedAt":705},"375","database-marketing","Database Marketing: Un approccio moderno alle relazioni con i clienti","Database marketing è essenziale per la moderna gestione delle relazioni con i clienti. Scopri come l'uso strategico dei dati, l'esperienza tecnica e l'innovazione promuovono interazioni personalizzate con i clienti e una crescita sostenibile.","2025-01-06T00:20:00.000Z","fallback",[],[]]