Ond\u0159ej \u0160ur\u00fd, drejtori i inxhinieris\u00eb DNS n\u00eb organizat\u00ebn ISC, i cili n\u00eb t\u00eb kaluar\u00ebn ka krijuar projektin CZ.NIC Labs, duke zhvilluar serverin DNS Knot, dha p\u00ebrfundimet e eksperimenteve mbi p\u00ebrdorimin e modeleve t\u00eb m\u00ebdha gjuh\u00ebsore p\u00ebr analiz\u00ebn, korrigjimin dhe rifreskimin e kodit t\u00eb baz\u00ebs s\u00eb serverit DNS BIND 9, krijimin e prototipave t\u00eb projekteve t\u00eb reja dhe p\u00ebrgatitjen e materialeve p\u00ebr m\u00ebsimin e student\u00ebve. Perceptimet nga p\u00ebrdorimi i AI u p\u00ebrqendruan n\u00eb faktin se modelet e m\u00ebdha t\u00eb gjuh\u00ebs jan\u00eb shum\u00eb t\u00eb p\u00ebrshtatshme p\u00ebr krijimin e shpejt\u00eb t\u00eb prototipave, kuptimin e kodit t\u00eb panjohur dhe automatizimin e detyrave t\u00eb thjeshta rutin\u00eb, por kur p\u00ebrdoren p\u00ebr zgjidhjen e problemeve m\u00eb t\u00eb m\u00ebdha, \u00ebsht\u00eb e dyshimt\u00eb se ato kursyejn\u00eb koh\u00eb, pasi shume koh\u00eb shpenzohet n\u00eb vendosjen e detyr\u00ebs, studimin dhe kontrollin e rezultateve, si dhe n\u00eb p\u00ebrmir\u00ebsimin e pas\u00ebm. <\/p>\n
N\u00eb eksperimentin e par\u00eb, AI-asistenti Claude Code kishte p\u00ebr detyr\u00eb t\u00eb zbuloj\u00eb probleme n\u00eb kodin e baz\u00ebs s\u00eb serverit DNS BIND 9, duke u fokusuar n\u00eb problemet e siguris\u00eb dhe modernizimin e kodit. Asnj\u00eb nga propozimet e p\u00ebrmir\u00ebsimit nuk u pranua n\u00eb baz\u00ebn e kodit, pasi Claude gjeneroi kod teknikisht korrekt, por praktikisht t\u00eb pakuptimt\u00eb. P\u00ebr shembull, si probleme u p\u00ebrmend\u00ebn identifikuesit e rezervuar dhe mbushjet e mundshme t\u00eb numrave t\u00eb plot\u00eb, q\u00eb parandalohen nga kompajleri dhe q\u00eb nuk k\u00ebrkojn\u00eb rregullim. Eksperimenti u konsiderua nj\u00eb humbje e pashpres\u00eb e koh\u00ebs. <\/p>\n
N\u00eb eksperimentin e dyt\u00eb, Ond\u0159ej i k\u00ebrkoi Claude t\u00eb shkruante nj\u00eb sistem telemetrie q\u00eb t\u00eb integrohej me paketat e ndryshme dhe t\u00eb minimizonte rrjedhjet e metadatas. Claude Code p\u00ebrgatiti prototipat e klientit dhe server\u00eb<\/a>, por pa nj\u00eb kuptim t\u00eb duhur t\u00eb mjedisit dhe problemeve q\u00eb lindin gjat\u00eb testimit. P\u00ebr m\u00eb tep\u00ebr, p\u00ebr verifikimin u angazhuan Google Gemini dhe ChatGPT, dhe \u00e7do model AI gjetje gabime n\u00eb rezultatet e pun\u00ebs s\u00eb modeleve t\u00eb tjera. <\/p>\n P\u00ebr krijimin e shpejt\u00eb t\u00eb nj\u00eb prototipi, metoda u tregua e dobishme, por Ond\u0159ej p\u00ebrmendi se gjat\u00eb pun\u00ebs ndjeu veten si sekretar i robotit-mbret. N\u00eb fillim, marrja e shpejt\u00eb e prototipit krijoi optimiz\u00ebm, por n\u00eb fund u krijua ndjenja se t\u00eb gjith\u00eb procesi i zhvillimit me ndihm\u00ebn e AI zuri m\u00eb shum\u00eb koh\u00eb se sa shkruarja e kodit manualisht nga fillimi. Shum\u00eb koh\u00eb u shpenzua n\u00eb analizimin e zgjidhjes s\u00eb propozuar nga AI, kontrollin e pranis\u00eb s\u00eb ndryshimeve t\u00eb padobishme dhe ripunimin - prototipi duhej rregulluar, pasi cil\u00ebsia e kodit pas p\u00ebrdorimit t\u00eb AI rezultoi t\u00eb ishte mesatare dhe kodi p\u00ebrmbante nj\u00eb num\u00ebr t\u00eb madh konstruksionesh p\u00ebrs\u00ebrit\u00ebse. <\/p>\n Eksperiment i tret\u00eb ishte gjenerimi i nj\u00eb balancuesi t\u00eb ngarkes\u00ebs n\u00eb gjuh\u00ebn Rust duke p\u00ebrdorur paketat crate Domain dhe Tokio. Claude Code arriti t\u00eb gjeneroj\u00eb prototipin e k\u00ebrkuar t\u00eb pun\u00ebs, por Ond\u0159ej nuk e njeh aq mir\u00eb Rust-in dhe bibliotekat e angazhuara p\u00ebr t\u00eb vler\u00ebsuar cil\u00ebsin\u00eb e pun\u00ebs s\u00eb kryer. <\/p>\n Eksperimenti i kat\u00ebrt ishte i lidhur me p\u00ebrgatitjen n\u00eb Google Gemini t\u00eb materialeve ndihm\u00ebse, testeve dhe pyetjeve p\u00ebr kursin e leksioneve q\u00eb Ond\u0159ej jep n\u00eb universitet. Ky eksperiment u shpall m\u00eb i suksesshmi, megjithat\u00eb nuk munguan problemet - AI sajoj nj\u00eb fjal\u00eb \u00e7eke t\u00eb pabesueshme p\u00ebr nj\u00eb term n\u00eb kriptografi. Po ashtu, u theksua numri i madh i punimeve studentore q\u00eb po i d\u00ebrgoheshin atij, t\u00eb gjeneruara nga modelet e m\u00ebdha gjuh\u00ebsore, t\u00eb cilat po duhej t'i d\u00ebrgohej prap\u00eb p\u00ebr ripunim p\u00ebr shkak t\u00eb mosp\u00ebrputhjes me nivelin universitar dhe referencave n\u00eb burime t\u00eb pasakta. <\/p>\n P\u00ebrve\u00e7 k\u00ebsaj, mund t\u00eb p\u00ebrmendet nj\u00eb eksperiment tjet\u00ebr, t\u00eb realizuar nga drejtori i inxhinieris\u00eb n\u00eb kompanin\u00eb Cloudflare. Me ndihm\u00ebn e modelit Claude Code, duke kaluar rreth nj\u00eb jav\u00eb dhe 1100 dollar\u00eb p\u00ebr tokena, u arrit t\u00eb p\u00ebrgatitet nj\u00eb implementim alternativ t\u00eb API t\u00eb fram\u00ebvorkut Next.js, i formuar si nj\u00eb plugin p\u00ebr mjetin Vite. Projekti u quajt vinext dhe u publikua n\u00eb GitHub. Implementimi i ri \u00ebsht\u00eb kat\u00ebr her\u00eb m\u00eb i shpejt\u00eb se nd\u00ebrtimi i Next.js me an\u00eb t\u00eb Turbopack dhe formon blloqe p\u00ebr front-end q\u00eb z\u00ebn\u00eb 57% m\u00eb pak hap\u00ebsir\u00eb. <\/p>\n Projekti implementon 94% t\u00eb gjasht\u00ebmb\u00ebdhjet\u00eb API-s\u00eb baz\u00eb t\u00eb Next.js dhe mund t\u00eb p\u00ebrdoret si nj\u00eb z\u00ebvend\u00ebsim transparent i Next.js p\u00ebr implementimin e projekteve n\u00eb platform\u00ebn Cloudflare Workers pa p\u00ebrdorimin e shtresave shtes\u00eb, si OpenNext, dhe pa u lidhur me Node.js. Q\u00ebllimi kryesor i vinext \u00ebsht\u00eb t\u00eb ofroj\u00eb mund\u00ebsin\u00eb e p\u00ebrdorimit t\u00eb API-ve t\u00eb Next.js n\u00eb platforma t\u00eb tjera p\u00ebrve\u00e7 Vercel, pa pasur nevoj\u00eb p\u00ebr implementimin e nj\u00eb serveri t\u00eb vet. N\u00eb form\u00ebn aktuale mb\u00ebshtetet vet\u00ebm Cloudflare Workers dhe ka nj\u00eb prototip p\u00ebr Vercel, por n\u00eb t\u00eb ardhmen pritet mb\u00ebshtetje edhe p\u00ebr platforma t\u00eb tjera t\u00eb komputimit pa server, t\u00eb cilat mund t\u00eb punojn\u00eb me Vite, duke p\u00ebrfshir\u00eb Netlify dhe AWS Lambda. \u041e\u043d\u0434\u0440\u0436\u0435\u0439 C\u0443\u0440\u0438 (Ondřej Surý), \u0434\u0438\u0440\u0435\u043a\u0442\u043e\u0440 \u043f\u043e \u0438\u043d\u0436\u0438\u043d\u0438\u0440\u0438\u043d\u0433\u0443 DNS \u0432 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438 ISC, \u0432 \u043f\u0440\u043e\u0448\u043b\u043e\u043c \u0441\u043e\u0437\u0434\u0430\u0432\u0448\u0438\u0439 \u043f\u0440\u043e\u0435\u043a\u0442 CZ.NIC Labs, \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u044e\u0449\u0438\u0439 DNS-\u0441\u0435\u0440\u0432\u0435\u0440 Knot, \u043f\u043e\u0434\u0432\u0451\u043b \u0438\u0442\u043e\u0433\u0438 \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u043e\u0432 \u043f\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044e \u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430, \u0438\u0441\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0438 \u043c\u043e\u0434\u0435\u0440\u043d\u0438\u0437\u0430\u0446\u0438\u0438 \u043a\u043e\u0434\u043e\u0432\u043e\u0439 \u0431\u0430\u0437\u044b DNS-\u0441\u0435\u0440\u0432\u0435\u0440\u0430 BIND 9, \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u043f\u0440\u043e\u0442\u043e\u0442\u0438\u043f\u043e\u0432 \u043d\u043e\u0432\u044b\u0445 \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432 \u0438 \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043a\u0438 \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u043e\u0432 \u0434\u043b\u044f \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u043e\u0432. \u0412\u043f\u0435\u0447\u0430\u0442\u043b\u0435\u043d\u0438\u044f \u043e\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f AI \u0441\u0432\u0435\u043b\u0438\u0441\u044c \u043a \u0442\u043e\u043c\u0443, […]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":8,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-162898","post","type-post","status-publish","format-standard","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t\n\t\n\t\n\t\n\t\n\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\n","aioseo_head_json":{"title":"\ud83e\udd47Eksperimentet me p\u00ebrdorimin e AI p\u00ebr p\u00ebrmir\u00ebsimin e kodit BIND 9 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Burimi: opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"