U-Ondřej Surý, uMlawuli woBunjineli be-DNS kwi-ISC kunye nowayesakuba ngumsunguli we-CZ.NIC Labs, umphuhlisi weseva ye-Knot DNS, ushwankathele iziphumo zovavanyo esebenzisa iimodeli ezinkulu zolwimi ukuhlalutya, ukulungisa, kunye nokwenza ikhowudi yeseva ye-BIND 9 DNS ibe yeyanamhlanje, iiprojekthi ezintsha zeprototype, kunye nokulungiselela izixhobo zoqeqesho lwabafundi. Izigqibo zokusebenzisa i-AI zazikukuba iimodeli ezinkulu zolwimi zilungele kakuhle ukwenza iiprototype ngokukhawuleza, ukuqonda ikhowudi engaziwayo, kunye nokwenza imisebenzi elula, eqhelekileyo ngokuzenzekelayo. Nangona kunjalo, xa zisetyenziselwa iingxaki ezinkulu, ukonga kwazo ixesha kuyathandabuzeka, njengoko ixesha elininzi lichithwa ekuqulunqweni kweengxaki, ukuphonononga nokuqinisekisa iziphumo, kunye nokuphucula okulandelayo.
Kwilinge lokuqala, umncedisi weClaude Code AI wayenikwe umsebenzi wokufumanisa iingxaki kwi-codebase yeseva ye-BIND 9 DNS, egxile kwimiba yokhuseleko kunye nokuhlaziywa kwekhowudi. Akukho nanye kwezilungiso zicetywayo ezamkelweyo kwi-codebase, njengoko uClaude evelise ikhowudi echanekileyo ngobuchwephesha kodwa engenamsebenzi. Umzekelo, izihlonzi ezigciniweyo kunye nokugcwala kwenani elinokwenzeka, okuthintelwe yi-compiler kwaye kungadingi zilungiso, kwaphawulwa njengeengxaki. Eli linge labonwa njengenkcitho yexesha.
Kwilinge lesibini, u-Ondřej ucele uClaude ukuba abhale inkqubo ye-telemetry eya kudibana neepakeji ezahlukeneyo kwaye inciphise ukuvuza kwe-metadata. UClaude Code walungiselela iiprototypes zomthengi kunye umncedisi, kodwa ngaphandle kokuqonda ngokufanelekileyo imeko-bume kunye nemiba evele ngexesha lovavanyo. I-Google Gemini kunye ne-ChatGPT nazo zasetyenziswa kuvavanyo, kwaye imodeli nganye ye-AI ifumene iimpazamo kumsebenzi wezinye iimodeli.
Le ndlela ibonakalise ukuba ifanelekile kwi-prototyping ekhawulezayo, kodwa u-Ondřej waphawula ukuba ngelixa esebenza kuyo, wayeziva njengonobhala werobhothi engaphezulu. Ekuqaleni, ukuveliswa kwe-prototype ekhawulezayo kwakukhuthaza, kodwa ekugqibeleni, kwavakala ngathi yonke inkqubo yophuhliso nge-AI ithathe ixesha elide kunokubhala ikhowudi ngesandla ukusuka ekuqaleni. Ixesha elininzi lichithwe kuhlalutywa isisombululo esicetywayo yi-AI, kujongwa utshintsho olungenamsebenzi, kwaye kusetyenzwa kwakhona—i-prototype kwafuneka ibhalwe ngokutsha, njengoko umgangatho wekhowudi emva kwe-AI wawuphakathi kwaye wawuquka inani elikhulu lezakhiwo eziphindaphindwayo.
Uvavanyo lwesithathu lubandakanya ukuvelisa i-load balancer kwiRust kusetyenziswa iipakethe zeDomain kunye neTokio crate. UClaude Code ukwazile ukuvelisa iprototype yokusebenza eceliweyo, kodwa uOndřej akamazi uRust kwaye amathala eencwadi abandakanyekayo ngokwaneleyo ukuvavanya umgangatho womsebenzi.
Uvavanyo lwesine lwalubandakanya ukusebenzisa iGoogle Gemini ukulungiselela izixhobo ezixhasayo, iimvavanyo, kunye nemibuzo kwikhosi yesifundo u-Ondřej ayifundisayo eyunivesithi. Olu vavanyo lubonwe njengoluphumelele kakhulu, nangona lwalungenazo iingxaki zalo: i-AI yaqamba igama lesiCzech elingekhoyo legama le-cryptography. Kwakhona kwaphawulwa ukuba kukho ubuninzi bamaphepha abafundi athunyelwe kuyo, aveliswe ziimodeli ezinkulu zolwimi, ezathi kwafuneka zibuyiselwe ukuze zihlaziywe ngenxa yokungahambelani kwazo nemigangatho yeyunivesithi kunye neereferensi kwimithombo engalunganga.
Olunye uvavanyo olwenziwe nguMlawuli woBunjineli beCloudflare nalo lubalulekile ukuqwalaselwa. Besebenzisa imodeli yeClaude Code, bechitha malunga neveki kunye ne-$1100 kwiithokheni, bakwazile ukuphuhlisa usetyenziso oluhlukileyo lwe-Next.js framework API, oluqaliswe njenge-plugin yeVite toolkit. Le projekthi, ebizwa ngokuba yi-vinext, ipapashwe kwiGitHub. Ukuphunyezwa okutsha kukhawulezisa ngokuphindwe kane kunokwakha iNext.js ngeTurbopack kwaye kuvelisa ii-frontend bundles ezincinci ngama-57%.
Le projekthi isebenzisa i-94% yee-API ze-Next.js ezisisiseko ezilishumi elinesithandathu kwaye ingasetyenziswa njengendawo ecacileyo yokutshintsha i-Next.js kwaye ithunyelwe kwiqonga le-Cloudflare Workers ngaphandle kwesidingo seeleya ezongezelelweyo ezifana ne-OpenNext okanye ukubotshelelwa kwi-Node.js. Injongo ephambili ye-Vinext kukuvumela ukusetyenziswa kwe-Next.js API kumaqonga angaphandle kwe-Vercel, ngaphandle kokusebenzisa iseva ezinikeleyo. Okwangoku, yi-Cloudflare Workers kuphela exhaswayo, kunye neprototype ye-Vercel ekhoyo. Inkxaso kwezinye iiqonga zekhompyutha ezingenaseva ezihambelana ne-Vite, kubandakanya i-Netlify kunye ne-AWS Lambda, kulindeleke kwixesha elizayo.
umthombo: opennet.ru
