Agentic AI yiteguye guhindura ubunararibonye bwabakiriya no gukora neza, bikenera inzira nshya yubuyobozi. Ihindagurika mu bwenge bwa artile riha imbaraga sisitemu zo gutegura, gukora, no gukomeza imirimo, zirenze ibyifuzo byoroheje kubikorwa bifatika. Ku matsinda ya UX, abashinzwe ibicuruzwa, n'abayobozi, gusobanukirwa n'iri hinduka ni ngombwa mu gufungura amahirwe mu guhanga udushya, koroshya akazi, no gusobanura uburyo ikoranabuhanga rikorera abantu. Biroroshye kwitiranya Agentic AI na Robotic Process Automation (RPA), nubuhanga bwibanda kumirimo ishingiye kumategeko ikorerwa kuri mudasobwa. Itandukaniro rishingiye ku gukomera no gutekereza. RPA ninziza mugukurikiza inyandiko itajenjetse: niba X ibaye, kora Y. Yigana amaboko yabantu. Agentic AI yigana ibitekerezo byabantu. Ntabwo ikurikiza umurongo umurongo; irema imwe. Suzuma akazi. Bot ya RPA irashobora gusikana reume hanyuma ikayishyira mububiko. Irakora umurimo usubiramo neza. Sisitemu ya Agentic ireba umwirondoro, imenyesha umukandida urutonde rwicyemezo cyihariye, kwambukiranya imipaka hamwe nabakiriya bashya basabwa, hanyuma ihitamo gukora imeri yihariye yohereza ubutumwa bugaragaza uwo mukino. RPA ikora gahunda yateganijwe mbere; Agentic AI itegura gahunda ishingiye ku ntego. Ubu bwigenge butandukanya abakozi nibikoresho byo guhanura twakoresheje mu myaka icumi ishize. Urundi rugero ni ugukemura amakimbirane. Icyitegererezo cyo guhanura cyinjijwe muri kalendari yawe gishobora gusesengura gahunda yinama yawe na gahunda ya bagenzi bawe. Irashobora noneho kwerekana amakimbirane ashobora kuba, nkinama ebyiri zingenzi ziteganijwe icyarimwe, cyangwa inama iteganijwe mugihe abitabiriye amahugurwa bari mubiruhuko. Iraguha amakuru nibendera rishobora kuba ibibazo, ariko ufite inshingano zo gufata ingamba. Umukozi wa AI, muburyo bumwe, yarenga gusa gutanga amakimbirane yo kwirinda. Iyo hamenyekanye amakimbirane nuwitabira amahugurwa, umukozi ashobora gukora:
Kugenzura ahari abitabiriye amahugurwa bose bakeneye. Kumenya umwanya wigihe gikora kuri buri wese. Kohereza ibyifuzo bishya byubutumire kubitabiriye bose. Niba amakimbirane ari hamwe nuwitabira hanze, umukozi ashobora gutegura no kohereza imeri isobanura ko ari ngombwa kwimura no gutanga ibihe bindi. Kuvugurura ikirangaminsi na kalendari ya bagenzi bawe hamwe nibisobanuro bishya byinama bimaze kwemezwa.
Uyu mukozi wa AI asobanukirwa intego (gukemura amakimbirane yinama), ategura intambwe (kugenzura ibiboneka, gushaka ubundi buryo, kohereza ubutumire), asohoza izo ntambwe, kandi akomeza kugeza amakimbirane akemutse, byose hamwe nabakoresha bitabaye ngombwa. Ibi byerekana itandukaniro rya "agentic": sisitemu ifata ingamba zifatika kubakoresha, aho gutanga amakuru kubakoresha gusa. Sisitemu ya Agentic AI yumva intego, itegura urukurikirane rw'intambwe zo kubigeraho, kurangiza izo ntambwe, ndetse no guhuza niba ibintu bitagenda neza. Bitekerezeho nkumufasha wa digitale ukora. Tekinoroji yibanze ikunze guhuza imiterere nini yururimi (LLMs) kugirango yumve kandi itekereze, hamwe nogutegura algorithm igabanya imirimo igoye mubikorwa byacungwa. Izi ntumwa zirashobora gukorana nibikoresho bitandukanye, APIs, ndetse nubundi buryo bwa AI kugirango bagere ku ntego zabo, kandi cyane, barashobora gukomeza leta idahoraho, bivuze ko bibuka ibikorwa byabanje kandi bagakomeza gukora bagana kuntego mugihe runaka. Ibi bituma batandukana cyane na AI isanzwe ikora, ubusanzwe ikuzuza icyifuzo kimwe hanyuma igasubiramo. Imisoro yoroshye yimikorere yabakozi Turashobora gutondekanya imyitwarire yabakozi muburyo bune butandukanye bwubwigenge. Mugihe ibi bisa nkiterambere, bikora nkuburyo bwigenga bwo gukora. Umukoresha arashobora kwizera umukozi gukora wenyine mugihe cyateganijwe, ariko akagumya muburyo bwo gutanga ibitekerezo kubikorwa byubukungu. Twabonye izo nzego duhuza amahame yinganda kubinyabiziga byigenga (urwego SAE) hamwe nuburambe bwabakoresha. Itegereze-na-Igitekerezo Intumwa ikora nka monitor. Isesengura amakuru yinzira n'ibendera bidasanzwe cyangwa amahirwe, ariko ifata ibikorwa bya zeru. ItandukaniroKutandukanye nurwego rukurikira, umukozi nta gahunda igoye. Yerekana ikibazo. UrugeroA DevOps umukozi abona seriveri ya CPU hanyuma akamenyesha umuhamagaro wa injeniyeri. Ntabwo izi uburyo cyangwa kugerageza kubikosora, ariko izi ko hari ibitagenda neza. Ibikorwa byo gushushanya no kugenzura Kuri uru rwego,gushushanya no kugenzura bigomba gushyira imbere imenyekanisha risobanutse, ridahwitse hamwe nuburyo bwasobanuwe neza kubakoresha kugirango bakore ibyifuzo. Icyibandwaho ni uguha imbaraga umukoresha amakuru mugihe kandi cyingirakamaro utabanje kugenzura. Abakora imyitozo ya UX bagomba kwibanda mugutanga ibitekerezo byumvikana kandi byoroshye kubyumva, mugihe abashinzwe ibicuruzwa bakeneye kwemeza ko sisitemu itanga agaciro bitarenze umukoresha. Tegura-na-Gusaba Intumwa igaragaza intego kandi itanga ingamba nyinshi zo kubigeraho. Itanga gahunda yuzuye yo gusuzuma abantu. ItandukaniroUmukozi akora nka stratégiste. Ntabwo ikora; itegereje kwemezwa kuburyo bwose. UrugeroUmukozi umwe wa DevOps abona spike ya CPU, asesengura ibiti, kandi atanga gahunda yo gukosora:
Kuzenguruka inshuro ebyiri ziyongera. Ongera utangire kuringaniza imizigo. Ubike ibiti bishaje.
Umuntu asubiramo ibitekerezo hanyuma akande "Emeza Gahunda". Ibyerekeye gushushanya no kugenzura Kubakozi bategura kandi bagasaba, igishushanyo kigomba kwemeza ko gahunda zateganijwe zumvikana byoroshye kandi ko abakoresha bafite uburyo bwimbitse bwo kubihindura cyangwa kubyanga. Kugenzura ni ngombwa mugukurikirana ireme ryibyifuzo hamwe na logique yo gutegura abakozi. Abakora imyitozo ya UX bagomba gushushanya neza gahunda ziteganijwe, kandi abashinzwe ibicuruzwa bagomba gushyiraho isuzuma ryemewe kandi ryemewe. Igikorwa-hamwe-Kwemeza Intumwa irangiza imirimo yose yo kwitegura igashyira ibikorwa byanyuma muburyo bwateguwe. Ifunguye neza umuryango, utegereje umutwe. ItandukaniroIbyo bitandukanye na "Gahunda-na-Gusaba" kuko akazi kamaze gukorwa no gutegurwa. Igabanya guterana amagambo. Umukoresha yemeza ibizavamo, ntabwo ari ingamba. UrugeroUmukozi wo gushaka abakozi ategura ubutumire butanu bwo kubaza, agasanga ibihe bifunguye kuri kalendari, kandi agakora ikirangaminsi ibyabaye. Itanga buto "Kohereza Byose". Umukoresha atanga uburenganzira bwanyuma bwo gukurura ibikorwa byo hanze. Ibisobanuro byo gushushanya no kugenzuraIyo abakozi bakora hamwe no kwemeza, igishushanyo kigomba gutanga incamake mucyo kandi yuzuye yibikorwa bigenewe, byerekana neza ingaruka zishobora kubaho. Igenzura rigomba kugenzura niba inzira yo kwemeza ikomeye kandi ko abakoresha badasabwa kwemeza buhumyi ibikorwa. Abimenyereza UX bagomba gutegura ibisobanuro byemeza neza kandi bigatanga amakuru yose akenewe, kandi abashinzwe ibicuruzwa bagomba gushyira imbere inzira yubugenzuzi bukomeye kubikorwa byose byemejwe. Igikorwa-cyigenga Intumwa ikora imirimo yigenga mumipaka yasobanuwe. ItandukaniroUmukoresha asubiramo amateka yibikorwa, ntabwo ibikorwa ubwabyo. UrugeroUmukozi ushinzwe gushaka abakozi abona amakimbirane, yimura ikiganiro ahabigenewe, avugurura umukandida, kandi abimenyesha umuyobozi ushinzwe gutanga akazi. Umuntu abona gusa integuza: Ikiganiro cyimuriwe kuwa kabiri. Ibikorwa byo gushushanya no kugenzura Kubakozi bigenga, igishushanyo gikeneye gushyiraho imipaka isobanutse neza kandi igatanga ibikoresho bikomeye byo gukurikirana. Ubugenzuzi busaba isuzumabumenyi rihoraho ryimikorere yabakozi muri izi mbibi, igikenewe cyane cyo gutema ibiti bikomeye, uburyo busobanutse neza, hamwe n’abakoresha basobanura kwica kugirango bakomeze kugenzura no kwizerana. Abimenyereza UX bagomba kwibanda mugushiraho uburyo bunoze bwo kugenzura imyitwarire yabakozi bigenga, kandi abashinzwe ibicuruzwa bagomba kwemeza ko imiyoborere isobanutse nubuyobozi bwimyitwarire bihari.
Reka turebe ibintu bifatika kwisi muburyo bwa tekinoroji ya HR kugirango tubone ubu buryo mubikorwa. Suzuma “Umukozi uhuza ibibazo” wagenewe gukemura ibikoresho byo gutanga akazi.
Muri Suggest ModeUmukozi abonye umubajije yanditseho kabiri. Irerekana amakimbirane ari ku cyicaro gikuru cy'abashaka akazi: “Iburira: Sarah yanditseho kabiri mu kiganiro cya 2 PM.” Muri Gahunda Mode Umukozi asesengura kalendari ya Sarah no kuba umukandida aboneka. Itanga igisubizo: “Ndasaba kwimurira ikiganiro ku wa kane saa yine za mu gitondo. Ibi bisaba kwimura Sara 1: 1 hamwe n'umuyobozi we.” Abashaka akazi basubiramo iyi logique. Muburyo bwo Kwemeza Umukozi ategura imeri umukandida numuyobozi. Itanga kalendari itumira. Abashaka akazi babona incamake: “Witeguye kwimurira ku wa kane. Kohereza ibishya?” Abashaka akazi bakanda "Emeza." Muri Mode Yigenga Umukozi akemura amakimbirane ako kanya. Yubaha itegeko ryashyizweho mbere: “Buri gihe shyira imbere ibibazo byabajijwe abakandida kuruta 1: 1s.” Yimura inama ikohereza imenyesha. Abashaka akazi babona ibyinjira: “Byakemutsegahunda y'amakimbirane ku bakandida B. ”
Ubushakashatsi bwibanze: Ibyo gukora ubushakashatsi nuburyo Gutezimbere imikorere myiza ya AI isaba uburyo bwubushakashatsi butandukanye ugereranije na software gakondo cyangwa AI ikora. Imiterere yigenga yabakozi ba AI, ubushobozi bwabo bwo gufata ibyemezo, hamwe nubushobozi bwabo bwo gukora ibikorwa bisaba uburyo bwihariye bwo gusobanukirwa ibyifuzo byabakoresha, gushushanya imyitwarire igoye yabakozi, no gutegereza ibitagenda neza. Ubushakashatsi bukurikira bwerekana uburyo bwingenzi bwo gupima no gusuzuma izi ngingo zidasanzwe za AI. Ibibazo byo mu mutwe-Icyitegererezo Ibi biganiro byerekana abakoresha ibitekerezo byerekeranye nuburyo umukozi wa AI agomba kwitwara. Aho kubaza gusa icyo abakoresha bashaka, icyibandwaho ni ugusobanukirwa imiterere yimbere yubushobozi bwabakozi. Tugomba kwirinda gukoresha ijambo "agent" hamwe nabitabiriye. Itwara imizigo ya sci-fi cyangwa ni ijambo byoroshye kwitiranywa numukozi wumuntu utanga inkunga cyangwa serivisi. Ahubwo, shyira ikiganiro hafi y '“abafasha” cyangwa “sisitemu.” Tugomba guhishura aho abakoresha bashushanya umurongo hagati yingirakamaro zifasha no kugenzura kwinjira.
Uburyo: Saba abakoresha gusobanura, gushushanya, cyangwa kuvuga ibyo bategerejweho na agent muburyo butandukanye bwo gutekereza. Ibibazo by'ingenzi (byerekana inganda zitandukanye): Kugira ngo usobanukirwe imipaka yo kwifata wifuza hamwe nimpungenge zishobora gukabya, baza: Niba indege yawe ihagaritswe, niki wifuza ko sisitemu ikora mu buryo bwikora? Niki cyaguhangayikisha niba cyarakoze utabanje kuguha amabwiriza?
Kugirango ushakishe uko umukoresha asobanukirwa inzira yimbere yumukozi nu itumanaho rikenewe, baza: Tekereza umufasha wa digitale ayobora urugo rwawe rwubwenge. Niba paki yatanzwe, ni izihe ntambwe utekereza ko zifata, kandi ni ayahe makuru wakwitega kwakira?
Kugirango ugaragaze ibyateganijwe hafi yo kugenzura no kwemererwa mubikorwa byinshi, baza: Niba ubajije umufasha wawe wa digitale guteganya inama, ni izihe ntambwe utekereza ko zifata? Ni izihe ngingo wifuza kugisha inama cyangwa guhitamo?
Inyungu zuburyo: Yerekana ibitekerezo bidasobanutse, yerekana aho imyitwarire iteganijwe yumukozi ishobora gutandukana nibyifuzo byabakoresha, ikanamenyesha igishushanyo mbonera gikwiye hamwe nuburyo bwo gutanga ibitekerezo.
Ikarita y'urugendo rw'abakozi: Bisa na gakondo y'abakoresha urugendo rwo gushushanya, ikarita yerekana ikarita yibanda cyane cyane kubikorwa biteganijwe hamwe nibyemezo byafashwe na agent wa AI ubwayo, hamwe n'imikoranire y'abakoresha. Ibi bifasha kumenya muburyo bwo kumenya imitego ishobora kuba.
Uburyo: Kora ikarita igaragara yerekana ibyiciro bitandukanye byimikorere ya agent, kuva itangiye kugeza irangiye, harimo ibikorwa byose bishoboka, ibyemezo, n'imikoranire hamwe na sisitemu yo hanze cyangwa abakoresha. Ibintu by'ingenzi ku ikarita: Ibikorwa by'abakozi: Ni ibihe bikorwa byihariye cyangwa ibyemezo umukozi akora? Amakuru Yinjiza / Ibisohoka: Ni ayahe makuru umukozi akeneye, kandi ni ayahe makuru atanga cyangwa ashyikirana? Ingingo zifata ibyemezo: Ni hehe umukozi ahitamo, kandi ni ibihe bipimo ngenderwaho muri ayo mahitamo? Ingingo z'Imikoreshereze y'abakoresha: Ni hehe umukoresha atanga ibitekerezo, gusubiramo, cyangwa kwemeza ibikorwa? Ingingo zo Kunanirwa: By'umwihariko, menya ibihe byihariye aho umukozi ashobora gusobanura nabi amabwiriza, gufata icyemezo kitari cyo, cyangwa gukorana n'ikigo kitari cyo. Ingero: Uwakiriye nabi (urugero, kohereza amakuru yunvikana kumuntu utari we), kurenza urugero (urugero, ubwishyu bwikora burenze amafaranga aboneka), gusobanura nabi umugambi (urugero, gutondekanya indege kumunsi utari wo kubera imvugo idasobanutse).
Inzira zo Kugarura: Nigute umukozi cyangwa umukoresha ashobora gukira ibyo byananiranye? Ni ubuhe buryo bukoreshwa mu gukosora cyangwa gutabara?
Inyungu zuburyo: Itanga icyerekezo cyuzuye cyimikorere yimikorere yumukozi, ikavumbura ibintu byihishe, kandi ikemerera gukora igishushanyo mbonera cyibikorwa byo kurinda umutekano, gukemura amakosa, hamwe n’ingingo zifashishwa mu gukumira cyangwa kugabanya ingaruka mbi.
Kwipimisha Imyitwarire Yigana: Ubu buryo bwagenewe guhangayikishwa no kugerageza sisitemu no kureba uko abakoresha bitwara mugihe umukozi wa AI yananiwe cyangwa atandukiriye ibiteganijwe. Nukwumva gusana ikizere hamwe nibisubizo byamarangamutima mubihe bibi.
Uburyo: Mu bushakashatsi bwa laboratoire, menyekanisha nkana ibintu aho umukozi akora amakosa, asobanura nabi itegeko, cyangwa yitwara muburyo butunguranye. Ubwoko bwa "Imyitwarire idahwitse" yo kwigana: TegekaGusobanura nabi: Intumwa ikora igikorwa gitandukanye gato nicyo umukoresha yashakaga (urugero, gutumiza ibintu bibiri aho kuba kimwe). Ibisobanuro birenze / Kurenza: Umukozi atanga amakuru menshi cyane adafite aho ahuriye cyangwa ntabwo aribyingenzi bihagije. Igikorwa kitagusabye: Intumwa ifata igikorwa uyikoresha adashaka cyangwa atiteze (urugero, kugura imigabane utabanje kubiherwa uruhushya). Kunanirwa kwa sisitemu: Umukozi aragwa, ahinduka igisubizo, cyangwa atanga ubutumwa bwikosa. Imyitwarire idahwitse: Intumwa ifata icyemezo hamwe ningaruka zimyitwarire (urugero, gushyira imbere umurimo umwe kurenza undi ushingiye kubipimo bitunguranye).
Icyerekezo cyo Kwitegereza: Abakoresha reaction: Abakoresha bitwara bate mumarangamutima (gucika intege, umujinya, urujijo, gutakaza ikizere)? Kugerageza Kugarura: Ni izihe ntambwe abakoresha bafata kugirango bakosore imyitwarire ya agent cyangwa gusiba ibikorwa byayo? Uburyo bwo Gusana Icyizere: Ese sisitemu yubatswe muburyo bwo kugarura cyangwa gutanga ibitekerezo bifasha kugarura ikizere? Nigute abakoresha bashaka kumenyeshwa amakosa? Guhindura imitekerereze yo mu mutwe: Ese imyitwarire idahwitse ihindura imyumvire yumukoresha kubushobozi bwabakozi cyangwa aho bigarukira?
Inyungu zuburyo: Nibyingenzi kugirango hamenyekane icyuho cyibishushanyo kijyanye no kugarura amakosa, ibitekerezo, no kugenzura abakoresha. Itanga ubushishozi bwukuntu abakoresha kwihangana bagomba kunanirwa nabakozi nibikenewe kugirango bakomeze cyangwa bongere kwizerana, biganisha kuri sisitemu zikomeye kandi zibabarira.
Muguhuza ubu buryo bwubushakashatsi, abakora UX barashobora kurenga gusa gukora sisitemu ya agent ikoreshwa mugukora neza, kugenzurwa, no kubazwa, biteza imbere umubano mwiza kandi utanga umusaruro hagati yabakoresha nabakozi ba AI. Menya ko ubwo atari bwo buryo bwonyine bujyanye no gushakisha AI ikora neza. Ubundi buryo bwinshi burahari, ariko ubu burashobora kugera kubimenyereza mugihe cya vuba. Nabanje kuvuga kuri Wizard yuburyo bwa Oz, uburyo bwateye imbere gato bwo kugerageza ibitekerezo, nigikoresho cyingirakamaro mugushakisha ibitekerezo bya AI. Ibitekerezo byimyitwarire muburyo bwubushakashatsi Iyo ukora ubushakashatsi kuri AI, cyane cyane iyo bigana imyitwarire mibi cyangwa amakosa, ibitekerezo byimyitwarire nibyingenzi kwitabwaho. Hano hari ibitabo byinshi byibanda kubushakashatsi bwimyitwarire ya UX, harimo ingingo nanditse kuri Smashing Magazine, aya mabwiriza yatanzwe na UX Design Institute, hamwe niyi page yo muri Toolkit Design Inclusive. Ibipimo by'ingenzi kuri Agentic AI Uzakenera urutonde rwibipimo byingenzi kugirango usuzume neza imikorere nubwizerwe bwa sisitemu ya AI. Ibipimo bitanga ubushishozi mubyizere byabakoresha, sisitemu yukuri, hamwe nuburambe bwabakoresha muri rusange. Mugukurikirana ibi bipimo, abitezimbere nabashushanya barashobora kumenya aho batezimbere kandi bakemeza ko abakozi ba AI bakora neza kandi neza. 1. Igipimo cyo gutabara Kubakozi bigenga, dupima intsinzi mukicecekera. Niba umukozi akora umurimo kandi uyikoresha ntagire icyo akora cyangwa ngo ahindure ibikorwa mumadirishya yashyizweho (urugero, amasaha 24), tubara nkukwemerwa. Dukurikirana igipimo cya Intervention: ni kangahe umuntu asimbukira guhagarara cyangwa gukosora umukozi? Igipimo kinini cyo gutabara cyerekana kudahuza ikizere cyangwa logique. 2. Umuvuduko muke wibikorwa utateganijwe bisobanura AI ihujwe neza isobanura neza imigambi yabakoresha kandi ikora mumipaka isobanuwe. Iyi metero ifitanye isano rya bugufi no gusobanukirwa na AI kubijyanye n'imiterere, ubushobozi bwayo bwo gutandukanya amategeko, no gukomera kwa protocole yumutekano. 3. Gusubira inyuma cyangwa Gusubiramo IbiciroIyi metero yerekana inshuro abakoresha bakeneye guhindura cyangwa gukuraho igikorwa cyakozwe na AI. Igipimo kinini cyo gusubira inyuma cyerekana ko AI ikora amakosa kenshi, gusobanura nabi amabwiriza, cyangwa gukora muburyo butajyanye nibyifuzo byabakoresha. Gusesengura impamvu ziri inyuma yibi bisubizo birashobora gutanga ibitekerezo byingirakamaro mugutezimbere algorithm ya AI, gusobanukirwa nibyo abakoresha bakoresha, hamwe nubushobozi bwayo bwo guhanura ibizagerwaho. Kugira ngo wumve impamvu, ugomba gushyira mubikorwa microsurvey kubikorwa byo gusubiramo. Kurugero, mugihe umukoresha ahinduye impinduka zingengabihe, ikibazo cyoroshye gishobora kubaza: "Igihe kibi? Umuntu mubi? Cyangwa washakaga kubikora wenyine?" Emerera umukoresha gukanda kumahitamo ahuye neza nibitekerezo byabo. 4. Igihe cyo gukemura nyuma yamakosaIyi meteroapima igihe bisaba kugirango uyikoresha akosore ikosa ryakozwe na AI cyangwa kugirango sisitemu ya AI ubwayo ikire muri reta yibeshye. Igihe gito cyo gukemura cyerekana uburyo bunoze kandi bworohereza abakoresha uburyo bwo kugarura amakosa, bushobora kugabanya abakoresha nabi no gukomeza umusaruro. Ibi birimo ubworoherane bwo kumenya ikosa, uburyo bwo gusubiramo cyangwa gukosora uburyo, no kumvikanisha ubutumwa bwamakosa yatanzwe na AI.
Gukusanya ibi bipimo bisaba gukoresha sisitemu yawe kugirango ukurikirane indangamuntu y'ibikorwa. Igikorwa cyose gitandukanye umukozi akora, nko gutanga ingengabihe cyangwa gutondekanya indege, bigomba kubyara indangamuntu idasanzwe iguma mubiti. Gupima igipimo cya Intervention, ntabwo dushakisha ako kanya abakoresha reaction. Dushakisha kubura kwa contre-action mu idirishya ryasobanuwe. Niba ID ID yakozwe saa cyenda za mugitondo kandi ntamukoresha wumuntu uhindura cyangwa ngo asubize iyo ndangamuntu yihariye saa cyenda za mugitondo bukeye, sisitemu yerekana ko byemewe. Ibi biradufasha kugereranya intsinzi ishingiye kubakoresha guceceka aho kwemeza neza. Kubiciro byo kugaruka, kubara mbisi ntibihagije kuko bidafite imiterere. Kugirango ufate impamvu yibanze, ugomba gushyira mubikorwa intercept logique kumikorere yawe yo Gusiba cyangwa Guhindura imikorere. Mugihe umukoresha ahinduye ibikorwa-byatangijwe na agent, tera microsurvey yoroheje. Ibi birashobora kuba ibintu bitatu-byoroshye modal isaba uyikoresha gushyira ikosa muburyo butari bwo, kubura imiterere, cyangwa guhitamo byoroshye gukemura icyo gikorwa intoki. Ibi bihuza telemetrie yuzuye hamwe nubushishozi bufite ireme. Ifasha amatsinda yubuhanga gutandukanya algorithm yamenetse nu mukoresha ukunda kudahuza. Ibipimo, iyo bikurikiranwe kandi bigasesengurwa muri rusange, bitanga urwego rukomeye rwo gusuzuma imikorere ya sisitemu ya AI ikora, bigatuma habaho iterambere rihoraho mugucunga, kubyemera, no kubazwa ibyo ukora. Gushushanya Kurwanya Uburiganya Mugihe abakozi bagenda barusha ubushobozi, duhura ningaruka nshya: Agentic Sludge. Gakondo gakondo itera ubushyamirane butuma guhagarika abiyandikisha cyangwa gusiba konti. Slegge ya agent ikora muburyo butandukanye. Ikuraho guterana amagambo ku makosa, byoroha cyane kubakoresha kwemera igikorwa cyungura ubucuruzi kuruta inyungu zabo bwite. Tekereza umukozi ufasha kubika ingendo. Hatariho izamu risobanutse, sisitemu irashobora gushyira imbere indege ikorana cyangwa hoteri yo hejuru. Itanga amahitamo nkinzira nziza. Umukoresha, yizeye ububasha bwa sisitemu, yemera ibyifuzo atabanje gusuzuma. Ibi birema uburyo bwo kubeshya aho sisitemu itunganya amafaranga yinjiza bitwaje ibyoroshye. Ingaruka Zubushobozi Bwibeshya Uburiganya ntibushobora guturuka kubushake bubi. Bikunze kugaragara muri AI nkubushobozi bwo gutekereza. Ururimi runini Ururimi rwumvikana kenshi nubwo rufite amakosa. Berekana ibyemezo byibinyoma cyangwa incamake idahwitse hamwe nicyizere kimwe nukuri kugenzuwe. Abakoresha barashobora kwizera bisanzwe iyi mvugo yizeye. Uku kudahuza gutera icyuho giteye akaga hagati yubushobozi bwa sisitemu n'ibiteganijwe kubakoresha. Tugomba gushushanya byumwihariko kugirango dukemure iki cyuho. Niba umukozi ananiwe kurangiza umurimo, intera igomba kwerekana ko gutsindwa neza. Niba sisitemu idashidikanywaho, igomba kwerekana gushidikanya aho kuyipfukirana na prose isize. Gukorera mu mucyo binyuze muri Primitives Umuti urwanya sludge na hallucination ni provenance. Igikorwa cyose cyigenga gisaba tagi ya metadata yihariye isobanura inkomoko yicyemezo. Abakoresha bakeneye ubushobozi bwo kugenzura urunigi rwihishe inyuma y'ibisubizo. Kugirango tubigereho, tugomba guhindura primitives mubisubizo bifatika. Muri software yubuhanga, primitives bivuga ibice byingenzi byamakuru cyangwa ibikorwa umukozi akora. Kuri injeniyeri, ibi bisa nkumuhamagaro wa API cyangwa irembo ryumvikana. Ku mukoresha, bigomba kugaragara nkibisobanuro bisobanutse. Igishushanyo mbonera kiri mugushushanya izi ntambwe tekinike muburyo busomeka bwabantu. Niba umukozi asabye indege yihariye, uyikoresha agomba kumenya impamvu. Imigaragarire ntishobora kwihisha inyuma yigitekerezo rusange. Igomba kwerekana ibyibanze byibanze: Logic: Igiciro_Icyerekezo_Umucyo cyangwa Logic: Umufatanyabikorwa_Umurongo_Ibikorwa. Igishushanyo cya 4 cyerekana ubu busobanuro. Dufata sisitemu mbisi yibanze - code ya logique nyayo - hanyuma tuyishushanya kumurongo-ukoresha umurongo. Kurugero, kugenzura kwambere gahunda yingengabihe inama iba imvugo isobanutse: Nasabye 4 PMnama. Uru rwego rwo gukorera mu mucyo rwemeza ibikorwa bya agent bigaragara ko byumvikana kandi bifite akamaro. Iyemerera uyikoresha kugenzura ko umukozi yakoze kubwinyungu zabo. Mugushira ahabona primitives, duhindura agasanduku kirabura mumasanduku yikirahure, twemeza ko abakoresha bakomeza kuba ubuyobozi bwa nyuma mubuzima bwabo bwa digitale.
Gushiraho Icyiciro cyo Gushushanya Kubaka sisitemu ya agent bisaba urwego rushya rwo gusobanukirwa imitekerereze nimyitwarire. Iraduhatira kurenga ibizamini bisanzwe bikoreshwa no muburyo bwo kwizerana, kwemererwa, no kubazwa ibyo dukora. Uburyo bwubushakashatsi twaganiriyeho, uhereye ku kugerageza imitekerereze yo mu mutwe kugeza kwigana imyitwarire mibi no gushyiraho ibipimo bishya, bitanga umusingi ukenewe. Iyi myitozo nibikoresho byingenzi kugirango tumenye neza aho sisitemu yigenga ishobora kunanirwa, kandi cyane cyane, uburyo bwo gusana umubano wumukoresha-agent iyo ikora. Guhindura abakozi ba AI ni ugusobanura imikoreshereze yumukoresha-sisitemu. Ntabwo dushushanya ibikoresho bisubiza gusa amategeko; turimo gutegura abafatanyabikorwa badukorera. Ibi bihindura igishushanyo mbonera kuva mubikorwa no koroshya imikoreshereze kumucyo, guhanura, no kugenzura. Iyo AI ishobora gutondekanya indege cyangwa gucuruza imigabane udakanze bwa nyuma, igishushanyo cyayo "kuri-ramps" na "off-ramps" kiba icyambere. Ninshingano zacu kwemeza ko abakoresha bumva ko bari mucyicaro cyumushoferi, kabone niyo baba batanze uruziga. Uku kuri gushya kandi kuzamura uruhare rwumushakashatsi UX. Duhinduka abashinzwe kwizerana kwabakoresha, dukorana naba injeniyeri nabashinzwe ibicuruzwa kugirango dusobanure kandi tugerageze kurinda ubwigenge bwabakozi. Usibye kuba abashakashatsi, duhinduka abunganira kugenzura abakoresha, gukorera mu mucyo, no kurinda imyitwarire mubikorwa byiterambere. Muguhindura primitique mubibazo bifatika no kwigana ibintu bibi cyane, dushobora kubaka sisitemu zikomeye zikomeye kandi zifite umutekano. Iyi ngingo yerekanye "iki" n "" impamvu "yubushakashatsi bwa AI. Yerekanye ko ibikoresho gakondo byacu bidahagije kandi ko tugomba gukoresha uburyo bushya, busa-imbere. Ingingo ikurikira izashingira kuri uru rufatiro, itanga uburyo bwihariye bwo gushushanya hamwe nuburyo bwo gutunganya ibintu bituma ibikorwa byumukozi bikorera mu mucyo kubakoresha, bakemeza ko bashobora gukoresha imbaraga za AI agent bafite ikizere no kugenzura. Ejo hazaza ha UX ni ugukora sisitemu kwizerwa. Kubindi bisobanuro byerekeranye na AI agent, urashobora gushakisha ibikoresho bikurikira:
Google AI Blog kuri Agentic AI Ubushakashatsi bwa Microsoft kuri AI Agents
