Uyu mukino mwiza wa pigiseli yubuhanzi ukemura kimwe mubibazo bya coding ya AI birababaje cyane UX

Umusoro utagaragara ku musaruro ukomoka kuri AI

Hano haribibazo bituje bibera imbere mubikorwa byose byabateza imbere. Nkuko abafasha ba code ya AI babaye ingirakamaro - gukemura ibintu byose uhereye kubisekuru byikizamini kugeza kuri seriveri ikora kugeza ku nyandiko - uburyo bushya bwo kumenya ubwenge bwagaragaye ko ntawe uvuga bihagije. Kurenza abakozi ukoresha, nimbaraga zo mumutwe ukoresha gukurikirana abo bakozi. Igitangaje, ibikoresho byabugenewe kugirango ubike umwanya wawe bitangiye kubyiba inyuma binyuze muburyo bukomeye bwo kugenzura.

Iki ntabwo arikibazo. Ubushakashatsi bwakozwe na 2024 bwakozwe na Stack Overflow bwerekanye ko 76% byabateza imbere ubu bakoresha ibikoresho bya AI buri gihe, kandi itsinda ryihuta cyane niryo rikoresha amasomo abiri cyangwa menshi ya AI icyarimwe. Umubare uragenda uzamuka. Ariko intera abo bakozi bakora binyuze - ibiti byimeza byimeza, amashyamba ya paruwasi ya parike, inkuta zizunguruka ziva mumashini zisomeka - ntabwo byigeze bigenerwa amaso yabantu. Byaremewe imashini. Kandi ikinyuranyo hagati yibyo abakozi ba AI bakora nicyo abakora mubantu bashobora kugenzura neza cyabaye kimwe mubintu bitavuguruzwa cyane mugutezimbere software igezweho.

Impamvu Amagambo ya Terminal ari Inzozi Zimenyesha

Kugira ngo wumve ubukana bwikibazo, tekereza uko bigenda iyo uwatezimbere azungurutse amasomo atatu ya Claude Code. Umukozi umwe arimo kwandika ububiko bwibibazo. Ikindi ni ugutanga ibizamini. Icya gatatu ni ugusikana inyandiko zerekeranye na API zishaje. Buri cyiciro cyuzuza itumanaho ryacyo hamwe nuburyo bukomeza bwo gusohoka: dosiye yinzira ihinduka, imikorere ihamagarwa, ibitekerezo byimbere, imiterere yubutumwa. Nta na kimwe muri byo cyahinduwe kugirango abantu basobanukirwe neza.

Ubwonko bwumuntu butunganya urwego rwimiterere nuburyo butandukanye muburyo bwihuse kuruta kugereranya inyandiko mbisi. Ubushakashatsi bwikorezi bwakozwe na Carnegie Mellon's Institute of Human-Computer Institute Institute bwerekanye ko abakoresha gukurikirana inyandiko zerekana gusa 40-60% umunaniro wo mu mutwe ugereranije n’abakoresha gukurikirana amakuru ahwanye binyuze mu kwerekana amashusho. Iyo urimo usatira hagati ya tabs eshanu zigerageza kugerageza kumenya umukozi wahagaritse, ugumye mumuzinga, kandi ukaba warangije umurimo wacyo, ntabwo ukora - uri archeologiya.

Ingaruka ntabwo ari ugucika intege gusa. Abakozi bahagarara kenshi bakabaza ibibazo bisobanutse. Niba uwatezimbere ari imitwe-hasi mumadirishya imwe, undi mukozi ashobora kuba yicaye ubusa muminota 45 ategereje byoroshye yego-cyangwa-oya. Icyo gihe cyiyongereye cyubusa - cyikubye mumakipe nakazi kakazi - byerekana ikiguzi gitangaje cyihishe imiryango mike yatekereje gupima.

Ihame ryimikino yimikino ihindura byose

Ubushishozi bwibikoresho bigenda bigaragara nka Pixel Agents ya Pablo De Lucca ni mubyukuri ihame ryimikino yimikino ikoreshwa mubikorwa byabateza imbere: kugaragara bigomba kuba bidukikije, ntabwo ari imbaraga . Mu mikino yo kuri videwo, abakinyi bayobora sisitemu igoye - ubukungu, ingabo, inyuguti - badasoma dosiye zinjira. Bareba kuri ecran bagahita bumva leta. Akabari k'ubuzima, minimap, igishushanyo cyerekana igice kidakora gitegereje amabwiriza. Imigaragarire ikora akazi ko kumenya kugirango umukinnyi atagomba.

Iri hame rifite izina mubishushanyo bya UX: kumenya periferique . Igenamigambi ryateguwe neza ryemerera abakoresha gukuramo amakuru yimiterere batiriwe barenga intego yabo yibanze. Abakozi ba Pixel babigeraho muguhindura AI coding ya sesi mumyandikire igaragara ya spite mumwanya wibiro. Intumwa ikora cyane irasa itandukanye numukozi utegereje kwinjiza. Ururimi rugaragara ruvuga leta mbere yuko usoma ijambo rimwe. Ni itandukaniro riri hagati yo kureba no gucukura.

Niki gituma ubu buryo bukomera - kandi bugaragara neza urebye - ni uko bukoresha amasaha miriyari yamasaha yo kumenyekanisha imiterere yabantu. Abantu bamaze imyaka ibarirwa muri za mirongo biga gusoma ibidukikije bigaragara, uhereye kubimenyetso byumuhanda kugeza kubimenyesha. Mugihe uhagarariye umukozi wa AI nkimiterere ishobora kwerekana neza uko ihagaze, wacometse muri ibyo byuma byubwenge bihari.

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Iki kibazo ntabwo cyihariye kuri Coding - Ni hose Mubucuruzi

Abashinzwe iterambere bahanganye n’akajagari ka agent-benshi bashobora gutungurwa no kumenya ko atari bonyine muriyi ngingo yububabare. Ikibazo kimwe cyibanze - inzira nyinshi zihuriweho, ibintu bike bigaragara neza, guhiga intoki cyane kumiterere - bibaho murwego rwose rwibikorwa byubucuruzi. Abayobozi bashinzwe gukurikirana ibiganiro bitanu icyarimwe abadandaza. Amakipe ya HR acunga imishahara hamwe no kumurongo wakazi. Kwamamaza kuyobora kuyobora ibikorwa byo kwiyamamaza mugihe igikoresho cyihariye gikora gahunda yimibereho.

> Impuzandengo y'umukozi ukora ubumenyi ahinduranya porogaramu inshuro 1,200 kumunsi ukurikije ubushakashatsi bwakozwe na Asana's Anatomy of Work Index. Guhindura imiterere ntabwo ari ubuntu - buri nzibacyuho itwara igiciro cyo gusubiramo igiciro cyagereranijwe kuminota 20 yibitekerezo byimbitse byatakaye. Mugwize ibyo hamwe nitsinda ryabantu 50 kandi urareba imiyoboro itagaragara yumusaruro uhuza buri munsi.

Iyi niyo mpamvu rwose sisitemu yubucuruzi yose-imwe yabonye ibikorwa nkibi biturika. Iyo CRM yawe, inyemezabuguzi, HR, umushahara, imicungire yimodoka, hamwe nisesengura bibera mubidukikije hamwe nururimi ruhuriweho hamwe, umutwaro wubwenge wo guhinduranya ibintu urasenyuka. Amahuriro nka Mewayz - ahuza modules zirenga 200 muri sisitemu imwe ikora ikorera hamwe abakoresha barenga 138.000 kwisi yose - barimo gukemura ikibazo kimwe cyo kugaragara abakozi ba Pixel bakemura kubateza imbere: gusimbuza ibice, urusaku, ibangikanye namakuru yamakuru hamwe nibidukikije bihujwe aho byemewe aho gucukurwa.

Gushushanya Umuntu Inyuma Yumurimo

Isomo riva kumikino yashizweho nubushakashatsi bwakozwe ni uko intera igomba kuba yubatswe hafi yimyumvire yabantu, ntabwo sisitemu yububiko. Porogaramu nyinshi zubucuruzi zubatswe imbere - abubatsi bubaka icyumvikana kubijyanye namakuru, hanyuma bakubita UI hejuru. Igisubizo nikibaho cyerekana igishushanyo mbonera aho kwerekana imitekerereze yabantu. Abakoresha ntibashaka kubona umubano wingenzi wamahanga. Bashaka kumenya: niki gikeneye kwitabwaho nonaha?

Ibyiza-mubyiciro-byakazi-bigenda byiyongera mubikorwa byimikino, imitekerereze yimyitwarire, hamwe nubushakashatsi bwo kubara ibidukikije kugirango dusubize icyo kibazo neza. Reba uko mubyukuri abantu bashingiye kubikorwa byinshi bisa mubikorwa:

• Ubujyakuzimu bushingiye kubisabwa: Amakuru arambuye arahari kanda kure ariko uhishe muburyo budasanzwe kugirango ugabanye urusaku
• Imicungire yo guhagarika: Ubwenge bwubwenge bwo kumenyesha rero kwitabwaho kurindwa kugeza bikenewe rwose

Aya mahame ntabwo ari ibintu byiza kuri software ikora. Nibikoresho byameza kubikoresho byose byizera gukorera abantu murwego. Amakipe akoresha urubuga rwakira iyi filozofiya ntabwo akoresha igihe gusa - arimo asubiramo ubushobozi bwubwenge bwakoreshwaga mbere na interineti hejuru.

Alert Architecture: Igihe cyo Guhagarika, Igihe cyo Guceceka

Kimwe mubibazo byujujwe cyane mubikorwa byinshi no gucunga inzira nyinshi ni ikibazo cyo kumenyesha kalibrasi. Ibimenyesha bike cyane nibibazo bikomeye ntibimenyekana - umukozi wicaye isaha imwe adafite akazi, ubwishyu bwananiwe bucece, akazi kinjira mukibuga cyagumye kumurongo wa gatatu. Kumenyesha cyane no kumenyesha umunaniro ushiramo, ibyo bikaba bibi cyane: abakoresha biga kwirengagiza byose, harimo ibimenyetso bifite akamaro.

Ubushakashatsi bwakozwe na Microsoft's Human Factors Lab bwerekanye ko abakozi bahura n’ikibazo cyo kumenyesha kenshi bagaragaza 23% kugabanuka kwukuri ku mirimo igoye ugereranije n’abakozi bo mu bidukikije bidahagarara. Intego ntabwo ari mucyo mwinshi - ni triage yubwenge. Reba hejuru yikimenyetso, uhagarike urusaku. Pixel Agents ikemura iki kubateza imbere mugukora ibintu bidafite akazi cyangwa byahagaritswe muburyo butandukanye bitabyaye umwuzure wibimenyesha. Imvugo ngereranyo ikora akazi ituje kugeza uhisemo kureba.

Ihuriro ryubucuruzi buhanitse rikoresha logique imwe murwego rwo gukora. Iyo ikinyabiziga kigenda gitandukana n'inzira zacyo, icyo ni ikimenyetso gikwiye kugaragara. Iyo fagitire isanzwe itunganijwe mubisanzwe, urwo ni urusaku rugomba kuguma rutagaragara. Iyo umushahara ukorera ufite itandukaniro risaba abantu gusubiramo, bisaba guhita bigaragara. Ubwubatsi bwa module ya Mewayz bwateguwe hafi yuburyo bwiza bwo kwitondera - guhuza modul 207 yimikorere nuburyo bumwe bwo kumenyesha no kugaragara bushyira imbere ibyo abantu bakeneye kubona mubyukuri, aho kubyara ibiti bibisi biva mubikorwa byose icyarimwe.

Ibyo bivuze iki ku gisekuru kizaza cy'ubufatanye bwa muntu-AI

Kwamamara kwibikoresho nka Pixel Agents byerekana ikintu cyingenzi aho turi mumurongo wa AI umusaruro. Twakemuye ikibazo cyubushobozi - abakozi ba AI bigezweho barashobora gukora byukuri imirimo igoye, intambwe nyinshi. Ntabwo twigeze dukemura ikibazo cyo kugenzura - gufasha abakora ibikorwa byabantu gukomeza kumenyeshwa neza ibyo abo bakozi bakora bitabaye akazi k'igihe cyose.

Uru nirwo rugabano rukurikira mubikoresho byabateza imbere hamwe na software yubucuruzi: interineti ikora nkabasemuzi bafite ubwenge hagati yimashini yihuta no kwitondera abantu. Ikinyuranyo hagati yukuntu abakozi ba AI bakora byihuse nuburyo abantu bashobora kubikurikirana byiyongera. Ihuriro ritsindira mu myaka icumi iri imbere niryo rishora imari muburyo bugaragara bwabantu nkuko babikora mubushobozi bwihuse.

Kubucuruzi bukora ibikorwa bigoye murwego rwo hejuru rwakazi, ibi ntabwo aribyo bitekerezo bya kure. Nibyiza byo kurushanwa biboneka uyumunsi. Amashyirahamwe ahuza ibikorwa byayo kuri platifomu yagenewe kugaragara neza, kumenyesha ubwenge, hamwe nindimi zihuriweho hamwe zimaze gusohora abanywanyi baracyarwana binyuze mubikoresho byacitsemo ibice hamwe na terminal-log-ihwanye na bande. Ibishushanyo mbonera bya pigiseli yubuhanzi birashimishije kandi bifite ubwenge, ariko ihame shingiro - gutuma ibitagaragara bigaragara, gukora ibintu byoroshye, birinda ibitekerezo byabantu nkibikoresho bitagira ingano - ni imwe muri filozofiya ishushanya cyane muri software igezweho.

Intambwe zifatika zo kugarura umurongo wa Cognitive Bandwidth

Waba uri umuterimbere ucunga AI coding agent cyangwa umuyobozi wibikorwa ukurikirana itsinda ryabantu 50, inzira igana inzira ikurikira logique imwe. Kugenzura ibikorwa byawe byubu ahantu ukorera intoki archeologiya - guhiga ukoresheje tab, kugenzura imbaho ​​nyinshi, cyangwa gutegereza kubona ko hari ibitagenda neza. Izo ngingo zo guterana niho amashusho-yambere ya interineti atekereza yishura inyungu nyinshi.

1. Ibarura inzira zawe zibangikanye - Andika buri sisitemu ukurikirana neza ninshuro ugenzura buri kimwe kugirango ukusanye amakuru yibanze
2. Menya ibibanza byawe bihumye - Menya aho gutsindwa cyangwa leta zidafite akazi zagiye zitamenyekana cyane mumezi atandatu ashize
• Suzuma amahirwe yo guhuriza hamwe - Amahuriro ahuza ibikorwa byinshi mumikorere imwe yibidukikije bigabanya ibiciro byo guhinduranya imiterere byapimwe
• Shyira imbere ibiboneka

Ubwiza bwumukino wubuhanzi bwa pigiseli uhindura abakozi ba AI mubiro bya sprite ntabwo mubyukuri mubyiza. Nukwubaha ko ibitekerezo byabantu ari bike, bifite agaciro, kandi bikwiye gushushanya neza kuruta urukuta ruzunguruka rwanditswe na mashini. Icyo cyubahiro cyo kumenya abantu - gikoreshwa muri buri domeni uhereye kubikoresho byabatezimbere kugeza kubikorwa byubucuruzi - nicyo gitandukanya ibikoresho abantu batererana kurubuga ruhindura mubyukuri uko imirimo ikorwa.

Ibibazo bikunze kubazwa

Ni ikihe kibazo nyamukuru UX hamwe nabafasha ba code ya AI uyu mukino ukemura?

Nkuko abitezimbere bakoresha abakozi benshi ba AI icyarimwe, gukurikirana iterambere ryabo biba umutwaro wubwenge - umusoro uhishe kumusaruro. Uko ukoresha abakozi benshi, niko imbaraga zo mumutwe zitakaza mugenzuzi kuruta akazi keza. Umukino wubuhanzi bwa pigiseli wongeye kugenzura abakozi nkuburambe bushimishije bwo kureba, kugabanya guterana amagambo no kureka abitezimbere bagakomeza guhanga amaso kubaka.

Ubwenge burenze kubikoresho bya AI mubyukuri nikibazo cyagutse cyiterambere?

Rwose. Ubushakashatsi bwinganda bwerekana buri gihe kwerekana ko guhinduranya imiterere no gutandukanya ibikoresho biri mubateza imbere umusaruro mwinshi. Igitangaje nuko abafasha ba AI batangijwe kugirango babike umwanya barashobora kumenyekanisha ibintu bishya binyuze mubibazo. Amahuriro nka Mewayz - OS 207-module yubucuruzi kuri $ 19 / mo - ikemura ibi byinshi muguhuza ibikorwa byacitsemo ibice mubice bimwe kuri app.mewayz.com.

Nigute gukina bifasha mugukurikirana abakozi ba AI?

Gukina gusimbuza ibyapa byoroshye, bitera impungenge imiterere yimiterere hamwe nururimi rwerekana amashusho ubwonko butunganya bitagoranye. Pixel yubuhanzi hamwe niterambere rya animasiyo yerekana ibikorwa leta iyo urebye udasaba kwitabwaho nkana. Ibi bihindura igenzura riva mubikorwa bikora byubwenge bikamenyekanisha ibidukikije, kubohora umurongo wibitekerezo kumurimo wimbitse - nkukuntu uburyo sisitemu yimikorere yateguwe neza amakuru atabangamiye urujya n'uruza.

Ni hehe abaterankunga bashobora kubona ibikoresho bigabanya ibikorwa bya AI bigoye kurenza porogaramu imwe?

Ibisubizo bibaho kumunzani zitandukanye. Kubikurikirana byimikino ikurikirana, porogaramu yasobanuwe muriyi nyandiko ni intangiriro ikomeye. Kumurongo mugari wo guhuza ibikorwa - gucunga imishinga, abakiriya, ibirimo, hamwe na automatike ahantu hamwe - Mewayz itanga OS yubucuruzi 207-module kuri $ 19 / mo. Sura porogaramu.mewayz.com kugirango urebe uburyo urubuga ruhuriweho rushobora gukuraho hejuru yo guhuza ibikoresho byinshi bitandukanijwe.