Kutheni ii-arhente zokukhowuda ze-AI zifuna abantu abaninzi ukwenza umsebenzi wabo ogqwesileyo Kukho into enomdla eyenzekayo ngee-arhente zekhowudi ze-AI. Abaphuhlisi baqalisile ukucela ezi zixhobo ukuba zamkele abantu abahlukeneyo, zibaguqule ukusuka kumdwelisi wenkqubo oyedwa ukuya kwiqela lentsebenziswano. Le ndlela yokusebenzisa abantu abaninzi be-AI ekubhalweni iguqula uphuhliso lwesoftware ngokwaphula iiprojekthi ezintsonkothileyo zibe zizigaba ezikhethekileyo. Ngokulinganisa iindima ezahlukileyo njengomphathi wemveliso okanye uphononongo lwekhowudi, iarhente yekhowudi ye-AI inokuvelisa umgangatho ophezulu, imveliso ecingayo. Esi sicwangciso sisebenzisa amandla ee-arhente ezikhethekileyo ze-AI ukujongana nenqanaba ngalinye lomjikelo wobomi bophuhliso, ukusuka kucwangciso ukuya ekuphunyezweni nasekuphononongeni.
Ukutshintsha ukusuka kwiSolo Programmer ukuya kwiQela loPhuhliso lwe-AI Ngokwemveli, umphuhlisi unokucela uncedo kwi-AI enye ngengxaki ethile yokurekhoda. Ngoku, inkqubo yokusebenza entsonkothileyo iyavela. Endaweni ye-generalist enye, abaphuhlisi baqulunqa iqela leearhente zeengcali ze-AI. I-arhente nganye inikwe ubuntu noxanduva oluthile. Oku kubonisa indlela amaqela abantu asebenza ngayo, kunye neengcali ezigxile kwi-domain yabo. Isiphumo yinkqubo yophuhliso eyakhiwe ngakumbi, ecokisekileyo, nethembekileyo enikwa amandla ngabantu abaninzi be-AI.
Kutheni umntu omnye we-AI ewela ngokufutshane Umncedisi wekhowudi we-AI omnye, onenjongo ngokubanzi uhlala esokola ngomda opheleleyo weprojekthi yesoftware. Inokutsiba ngqo kwikhowudi yokubhala ngaphandle kokuqonda ngokupheleleyo injongo yeshishini. Inokuphoswa ziimeko eziphelayo okanye iziphene zoyilo ezinokubanjwa ngumhloli ozinikeleyo. Ngokuvala i-AI kwindima enye ngexesha, abaphuhlisi banyanzelisa ukugxila okunzulu. Oku kuthintela i-AI ekudibaniseni iimfuno, ukuyila, kunye nokuphunyezwa, okukhokelela ekucoceni kunye nekhowudi yokugcinwa ngakumbi kwasekuqaleni.
I-Multi-Persona AI Development Workflow in Action Masihambe ngendlela umphuhlisi anokusebenzisa ngayo le ndlela ukwakha isoftware entsha. Inkqubo ibandakanya ukwabela ngokulandelelana ubuntu obahlukileyo kwi-arhente yekhowudi ye-AI.
Umntu 1: uMphathi weMveliso yoMmeli Inkqubo iqala ngeqhinga. Umphuhlisi uyalela i-AI ukuba isebenze "njengoMphathi weMveliso." Kule ndima, i-AI ayibhali umgca omnye wekhowudi. Kunoko, igxininisa "kutheni" kunye "yintoni." Umsebenzi wayo kukudala itshatha yeprojekthi ecacileyo okanye emfutshane. Olu xwebhu luchaza injongo yenqaku, umsebenzisi ekujoliswe kuwo, kunye neziphumo ezinqwenelekayo. Ibeka isiseko sobuchule kuyo yonke into elandelayo.
Umntu wesi-2: I-Arhente yeNkcazo Okulandelayo, ubuntu be-AI butshintshela kwi-"Specification Agent" okanye umhlalutyi weenkqubo. Kuthatha uxwebhu olukwinqanaba eliphezulu lomphathi wemveliso kwaye luguqulelwe kwiimfuno zobugcisa. Eli nqanaba livelisa uxwebhu oluneenkcukacha. Ichaza i-APIs, imodeli yedatha, i-interface ye-interface yomsebenzisi, kunye neendlela zokwamkelwa. Le nkcazo isebenza njengeplani yomsebenzi wophuhliso, iqinisekisa ukuba bonke abachaphazelekayo bobugcisa bayahambelana.
Umntu wesi-3: Iarhente yokuCalula uMsebenzi Phambi kokuba ikhowudi iqale, i-AI inxiba omnye umnqwazi: "Iarhente yoMsebenzi." Lo mntu ulungisa inkcazo eneenkcukacha zibe yimisebenzi ecacileyo, enokusetyenzwa yokubhalwa kweekhowudi okanye amatikiti. Isenokwenza uluhlu olufana nolu: "1. Yenza isiphelo soqinisekiso lomsebenzisi," "2. Yila i-schema yedathabheyisi yeeprofayili zabasebenzisi," "3. Yakha icandelo lesetingi zangaphambili." Oku kucazululwa kwenza ukuba iprojekthi ilawuleke kwaye ibeka imigama ecacileyo.
Umntu 4: I-Arhente yeeKhowudi eziphambili Ekugqibeleni, i-AI ithatha indima yayo eqhelekileyo: "I-Coding Agent." Ngoku, yenza imisebenzi ethile ukusuka kucazululo. Ngenxa yokuba isebenza kwi-spec echanekileyo kunye nemisebenzi ecacileyo, ikhowudi yayo igxininisekile kwaye ifanelekile. Olu lwahlulo lweenkxalabo luthetha ukuba iarhente yekhowudi inokugxila kuphela ekuphumezeni ezona ndlela zilungileyo, i-syntax, kunye nokusebenza ngaphandle kokuphazanyiswa kukungacaci kwenqanaba eliphezulu.
Umntu wesi-5: Uphononongo kunye ne-Agent ye-QA Umntu wokugqibela, obalulekileyo "yi-Agent yokuHlola." Emva kokuba ikhowudi ibhaliwe, i-AI iyacelwa ukuba itshintshe ingqondo kwinjineli ephezulu okanye umhloli we-QA. Injongo yayo kukufumana iimpazamo. Ijongisisa imveliso yeebugs, ubuthathaka bokhuseleko, imiba yokusebenza, kunye nokunxaxha kwi-spec. Esi sixhobo sokuzihlola singumdlalo-wokutshintsha umgangatho wekhowudi kunye nezibuko zoshishino lweendlela apho ii-arhente ze-AI zithembela ngakumbi kwiinkqubo zangaphakathi eziyinkimbinkimbi, njengoko kubonwa xa i-AWS ikhawuleza i-agent ye-AI yangaphakathi emva kokunciphisa abasebenzi.
IiNzuzo eziZibambekayo zokusebenzisa ubuntu be-AI abaninzi Ukwamkela le ndlela yee-arhente ezininzi kunika izibonelelo ezicacileyo phezu kokusebenzisa enye,i-monolithic AI umncedisi wokubhala ikhowudi.
Ukuphuculwa koMgangatho weKhowudi: Uphononongo oluzinikeleyo kunye nezigaba ezithile zokubamba iimpazamo kunye neziphene zoyilo kwangoko. UCacisa uMda weProjekthi: Ukunyanzela i-AI ukuba ichaze iimfuno phambi kokuba ukhowudo lucuthe imbonakalo. Uxwebhu olungcono: Inkqubo ngokwemvelo ivelisa umkhondo wephepha leenkcazo kunye nezicwangciso. Ukongamela koMphuhlisi owomeleziweyo: Abaphuhlisi basebenza njengabakhokheli beprojekthi, bekhokela italente ekhethekileyo ye-AI.
Le ndlela yokusebenza ibonisa ukuvuthwa kophuhliso oluncediswa yi-AI. Ihamba ngaphaya kokwenziwa kwekhowudi elula ukubandakanya yonke inkqubo yophuhliso lwesoftware. Ugxininiso kwiindima ezikhethekileyo yindlela ephambili kwi-AI tooling, efana nendlela iinkampani ezifana ne-Mirage eziphakamisa ngayo i-75M yeedola ukuze ziqhubeke nokwakha imodeli ye-AI yayo ye-app yokuhlela ividiyo ye-Captions, utyalo-mali kwiimodeli ezijoliswe kuzo kwiinkalo ezithile zokudala.
Isiphelo: Ukuqulunqa iqela lakho loPhuhliso lwe-AI Ikamva lekhowudi encediswa yi-AI alikho malunga nokufumana isixhobo esinye esigqibeleleyo. Imalunga nokufunda ukulawula ngempumelelo iqela labantu abakhethekileyo be-AI. Ngokunika iindima ezicacileyo-ukusuka kumphathi wemveliso ukuya kumhlalutyi we-QA-uvula iziphumo ezingcono kakhulu kwii-arhente zekhowudi ze-AI. Le ndlela ibonelela ngobume kunye nokongamela okufunekayo kwiiprojekthi ezinzima. Iguqula umncedisi onamandla kodwa ngokubanzi abe liqela eliqeqeshekileyo, lophuhliso lwezakhono ezininzi ngokomyalelo wakho. Ngaba ukulungele ukuphonononga ukuba ukuphunyezwa kwe-AI kunokuguqula njani ukuhamba kwakho komsebenzi? Fumanisa indlela amaqonga anjengeSeemless akha ngayo ikamva lobukrelekrele, uncedo olusekwe kwindima yophuhliso. Ixesha lekhowudi ye-AI yabantu abaninzi lilapha.
