Kungani Ama-ejenti Wokufaka Amakhodi we-AI Adinga Abantu Abaningi Ukuze Benze Umsebenzi Wabo Ongcono Kakhulu Kukhona okumangazayo okwenzekayo ngama-ejenti wokubhala amakhodi we-AI. Onjiniyela sebeqalile ukucela lawa mathuluzi ukuthi asebenzise abantu abahlukile, abaguqule basuke ekubeni umdidiyeli oyedwa baba yiqembu elisebenzisanayo. Le ndlela yokusebenzisa abantu abaningi be-AI ekubhaleni amakhodi iguqula ukuthuthukiswa kwesoftware ngokuhlukanisa amaphrojekthi ayinkimbinkimbi abe yizigaba ezikhethekile. Ngokulingisa izindima ezihlukile njengomphathi womkhiqizo noma umbuyekezi wekhodi, i-ejenti yekhodi ye-AI ingakhiqiza ukuphuma kwekhwalithi ephezulu, okucatshangelwayo. Leli su lisebenzisa amandla ama-ejenti akhethekile we-AI ukuze abhekane nesigaba ngasinye somjikelezo wokuphila wokuthuthukiswa, kusukela ekuhleleni kuye ekubulaweni nasekubuyekezweni.
I-Shift isuka ku-Solo Programmer iye kwiThimba Lokuthuthukisa i-AI Ngokwesiko, unjiniyela angase acele usizo lwe-AI eyodwa ngenkinga ethile yokubhala ikhodi. Manje, ukugeleza komsebenzi okuyinkimbinkimbi kuyavela. Esikhundleni se-generalist eyodwa, abathuthukisi bahlela iqembu labasebenzeli abangochwepheshe be-AI. I-ejenti ngayinye inikezwa ubuntu obuthile nomsebenzi. Lokhu kukhombisa indlela amaqembu abantu asebenza ngayo, ngochwepheshe abagxile esizindeni sabo. Umphumela uba inqubo yentuthuko ehleleke kakhudlwana, ejulile, futhi enokwethenjelwa enikwa amandla abantu abaningi be-AI.
Kungani I-Single AI Persona Iwa Ifushane Umsizi owodwa, wenhloso evamile ye-AI yokubhala ikhodi uvamise ukubhekana nobunzima obuphelele bephrojekthi yesofthiwe. Ingase igxumele iqonde ekubhaleni ikhodi ngaphandle kokuqonda ngokugcwele umgomo webhizinisi. Ingaphuthelwa yizimo ezibucayi noma amaphutha ezakhiwo ezingabanjwa umbuyekezi ozinikele. Ngokuvala i-AI endimeni eyodwa ngesikhathi, abathuthukisi baphoqa ukugxila okujulile. Lokhu kuvimbela i-AI ekuhlanganiseni izidingo, ukwakheka, nokusebenzisa, okuholela kukhodi ehlanzekile nelondolozekayo kusukela ekuqaleni.
I-Multi-Persona AI Development Workflow in Action Ake sihlole ukuthi unjiniyela angayisebenzisa kanjani le ndlela ukuze akhe isici esisha sesofthiwe. Inqubo ibandakanya ukwabela ngokulandelana abantu abahlukile kumenzeli wekhodi we-AI.
Umuntu 1: Umenzeli Womphathi Womkhiqizo Inqubo iqala ngamasu. Unjiniyela uyala i-AI ukuthi isebenze "Umphathi Womkhiqizo." Kule ndima, i-AI ayibhali umugqa owodwa wekhodi. Kunalokho, igxile kokuthi "kungani" kanye "yini." Umsebenzi wayo ukwenza i-charter yephrojekthi ecacile noma emfushane. Lo mbhalo uveza injongo yesici, umsebenzisi oqondiwe, kanye nemiphumela efiswayo. Ibeka isisekelo samasu sayo yonke into elandelayo.
Umuntu 2: I-ejenti yokucaciswa Okulandelayo, ubuntu be-AI bushintshela kokuthi "I-Specification Agent" noma umhlaziyi wezinhlelo. Kuthatha idokhumenti yomphathi womkhiqizo wezinga eliphezulu futhi kulihumushela kuzidingo zobuchwepheshe. Lesi sigaba sikhiqiza idokhumenti enemininingwane eminingi. Ichaza ama-API, amamodeli wedatha, izici zokusebenzelana komsebenzisi, nemibandela yokwamukela. Lesi sici sisebenza njengepulani lomsebenzi wokuthuthukisa, siqinisekisa ukuthi bonke ababambiqhaza bezobuchwepheshe bayahambisana.
Umuntu 3: Umenzeli Wokuhlukaniswa Kwemisebenzi Ngaphambi kokuthi kuqalwe ukubhala amakhodi, i-AI ifaka esinye futhi isigqoko: "Umenzeli Womsebenzi." Lo muntu ususa i-spec enemininingwane ibe imisebenzi eyimfihlo, ebambekayo yokubhala amakhodi noma amathikithi. Ingase idale uhlu olufana nalokhu: "1. Yakha isiphetho sokuqinisekisa komsebenzisi," "2. Dizayina i-schema yesizindalwazi samaphrofayli omsebenzisi," "3. Yakha ingxenye yezilungiselelo zangaphambili." Lokhu kuhlukaniswa kwenza iphrojekthi ilawuleke futhi kusetha ingqopha-mlando ecacile.
Umuntu 4: I-ejenti Yekhodi Eyisisekelo Ekugcineni, i-AI ithatha indima yayo eyaziwa kakhulu: "Umenzeli Wokufaka Amakhodi." Manje, yenza imisebenzi ethile kusukela ekuhlukaniseni. Ngenxa yokuthi isebenza nge-spec enembile nemisebenzi ecacile, ikhodi yayo igxile kakhulu futhi ihambisana. Lokhu kwehlukaniswa kokukhathazeka kusho ukuthi umenzeli wekhodi angagxila kuphela ekusebenziseni imikhuba engcono kakhulu, i-syntax, kanye nokusebenza ngaphandle kokuphazanyiswa ukungaqondakali kwezinga eliphezulu.
Umuntu 5: Ukubuyekeza kanye Nomenzeli we-QA Umuntu wokugcina, obalulekile "Umenzeli Wokubuyekeza." Ngemuva kokubhalwa kwekhodi, i-AI iyacelwa ukuthi ishintshe imiqondo ibe ekanjiniyela omkhulu noma umhloli we-QA. Inhloso yawo wukuthola amaphutha. Icubungula okukhiphayo kweziphazamisi, ukuba sengozini kwezokuvikela, izinkinga zokusebenza, nokuchezuka kokucaciswayo. Leli khono lokuzibuyekeza lishintsha igeyimu yekhwalithi yekhodi kanye nezibuko zemboni yamathrendi lapho abenzeli be-AI bathembeka kakhulu ngamasistimu angaphakathi ayinkimbinkimbi, njengoba kubonakala lapho i-AWS isheshisa ama-agent angaphakathi e-AI kulandela ukuncishiswa kwabasebenzi.
Izinzuzo Ezibambekayo Zokusebenzisa Ubuntu Obuningi be-AI Ukwamukela le ndlela yama-ejenti amaningi kunikeza izinzuzo ezicacile ngokusebenzisa eyodwa,i-monolithic AI umsizi wokubhala amakhodi.
Ikhwalithi Yekhodi Ethuthukisiwe: Ukubuyekeza okuzinikele kanye nezigaba ezicacisiwe zibamba amaphutha kanye namaphutha edizayini kusenesikhathi. Sula Ububanzi Bephrojekthi: Ukuphoqelela i-AI ukuthi isho izimfuneko ngaphambi kokufaka amakhodi kunciphisa ukukhuphuka kwesici. Umbhalo Ongcono: Inqubo ngokwemvelo ikhiqiza umkhondo wephepha wama-specs nezinhlelo. Ukwengamela Okuthuthukisiwe Konjiniyela: Onjiniyela basebenza njengabaholayo bephrojekthi, baqondisa ithalente elikhethekile le-AI.
Le ndlela yokwenza imele ukuvuthwa kokuthuthuka okusizwa yi-AI. Idlulela ngale kokukhiqiza amakhodi okulula ukuhlanganisa yonke umjikelezo wokuphila wokuthuthukiswa kwesoftware. Ukugxila ezindimeni ezikhethekile kuwumkhuba obalulekile ekusetshenzisweni kwamathuluzi e-AI, okufana nendlela izinkampani ezifana ne-Mirage ezinyusa ngayo u-$75M ukuze ziqhubeke nokwakha amamodeli wohlelo lwayo lokusebenza lokuhlela ividiyo ye-AI Amagama-ncazo, ukutshala imali emandleni emodeli eqondisiwe ezizindeni ezithile zokudala.
Isiphetho: Ukuhlela Ithimba Lakho Lokuthuthukiswa Kwe-AI Ikusasa lokubhala ngekhodi okusizwa yi-AI alikona ukuthola ithuluzi elilodwa eliphelele. Imayelana nokufunda ukuphatha ngempumelelo iqembu labantu abakhethekile be-AI. Ngokunikeza izindima ezicacile—kusuka kumphathi womkhiqizo kuya kumbuyekezi we-QA—uvula imiphumela engcono kakhulu evela kubasebenzeli bakho bokufaka amakhodi be-AI. Le ndlela ihlinzeka ngesakhiwo kanye nokwengamela okudingekayo kumaphrojekthi ayinkimbinkimbi. Ishintsha umsizi onamandla kodwa ojwayelekile abe yithimba eliqeqeshiwe, elinamakhono amaningi njengoba uyala. Ingabe usukulungele ukuhlola ukuthi ukusetshenziswa kwe-AI kwamasu kungakuguqula kanjani ukuhamba kwakho komsebenzi? Zitholele ukuthi izinkundla ezifana ne-Seemless zakha kanjani ikusasa losizo lwentuthuko oluhlakaniphile, olusekelwe endimeni. Isikhathi sekhodi ye-AI yabantu abaningi sesifikile.
