Overview
Vanoshandisa komputa vanoshandisa komputa sezvinoita munhu: kuona skrini, kufambisa chitubu, kudzvanya, uye kutaipa. Izvi zvinoita kuti AI ishandise chero software ine graphical interface, kunyangwe maapplication asina API.
Komputa-Kushandisa Agents inotarisa pane inoshanda kuendesa: kushandura modhi kugona kuita yakavimbika yemazuva ese workflows inopa kukosha kunoyerwa.
Deep Dive
Iyo komputa-inoshandisa mumiriri (CUA) inodzora chaiyo kana chaiyo desktop kuburikidza nechidzitiro chayo nemidziyo yekupinza kwete kuburikidza nekodhi-level APIs. Iyo modhi inogamuchira zviratidziro zvechiratidziro, zvikonzero pamusoro pezvainoona, uye inoburitsa yakaderera-nhanho zviito senge 'tinya pakurongeka (412, 230)', 'nyora chinyorwa ichi', kana 'kudzika pasi'. Iyi yekufungidzira-chiito loop inodzokorora: ita, tora mufananidzo mutsva, sarudza mafambiro anotevera. Nekuti inoshanda padanho repixel-uye-keystroke, CUA inogona kutyaira mabhurawuza, kuzadza mafomu, kufamba mumamenyu, uye kushandisa legacy application iyo inofumura isina programmatic interface. Mienzaniso inosanganisira Anthropic's Claude kushandisa komputa uye OpenAI's Operator. Iko kutengeserana kwechokwadi: kuverenga skrini kunogona kunonoka, kudzvanya kunogona kupotsa, uye kupa mumiriri kutonga kwemuchina kunomutsa kunetsekana kwekuchengetedza, saka mazhinji anomhanya munzvimbo dzakaiswa jecha kana dzakatariswa.
Technical Insight
Mumiririri anopiwa skrini pamwe nebasa racho, uye chiratidzo-chinokwanisa modhi yezvikonzero zvinhu (mabhatani, minda) kune pixel coordinates. Inoburitsa chiitiko chakarongeka chinoitwa otomatiki layer inopesana neOS kana browser. Mushure mechiitiko chega chega skrini nyowani inovhara loop, saka mumiririri anoona mhedzisiro asati aita zvakare. Kuvimbika kunotsamira zvakanyanya pakuona kwakadzikama uye kuedzazve kana ongororo yeruzivo kana kudzvanya kwasvika pane zvisiri izvo.
Mastering Computer-Kushandisa Agents
Vanoshandisa komputa vanoshandisa komputa sezvinoita munhu: kuona skrini, kufambisa chitubu, kudzvanya, uye kutaipa. Izvi zvinoita kuti AI ishandise chero software ine graphical interface, kunyangwe maapplication asina API. Komputa-Kushandisa Agents inotarisa pane inoshanda kuendesa: kushandura modhi kugona kuita yakavimbika yemazuva ese workflows inopa kukosha kunoyerwa. Kuvaka kunzwisisa kwakadzama, bata maComputer-Using Agents semuenzaniso wekushandisa, kwete chinhu chimwe chete: tsanangura zvinodikanwa, kujekesa fungidziro, uye patsanura izvo zvinogona kuitwa nehurongwa hwakavimbika kubva kune zvichiri kuda kutonga kwenyanzvi.
Mukuita, zvikwata zvakasimba zvinoshandisa Computer-Kushandisa Agents zvinotarisa pane mafambiro ebasa, kwete modhi demos, uye kutsanangura macheki evanhu kare. Ivo vanonyora zvakajeka maitiro ebudiriro, bvunzo vachipokana ne data rechokwadi uye mafambiro ebasa, uye iterate zvichibva pane zvakacherechedzwa maitiro ekutadza kwete kuhwina-nguva imwe chete yebhenji. Apa ndipo apo kunzwisisa kwe theoretical kunoshanduka kuve kugona kwakasimba pane chigadzirwa, mutemo, uye mashandiro.
Kushandisa-level dhizaini inosarudza kana AI inovandudza mhedzisiro chaiyo. Panguva imwecheteyo, Kuita otomatiki nzira yakaputsika inogona kuwedzera matambudziko aripo. Nzira yakatsiga ndeyekubatanidza kukurumidza kuyedza nekutonga: mhanyisa vatyairi vendege, tora humbowo, buritsa matanda esarudzo, uye urambe uchivandudza chengetedzo semaitiro emuenzaniso, zvinotarisirwa nemushandisi, uye zvinodikanwa zvekutonga.
Strategic Impact
Kushandisa-level dhizaini inosarudza kana AI inovandudza mhedzisiro chaiyo.
Kushandisa-level dhizaini inosarudza kana AI inovandudza mhedzisiro chaiyo. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Yakanaka workflow kusanganisa inogadzira budiriro inowanikwa vashandisi vanogona kuvimba.
Yakanaka workflow kusanganisa inogadzira budiriro inowanikwa vashandisi vanogona kuvimba. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Makesi ekushandisa akakwenenzverwa anoderedza kupera kuneta uye njodzi yekushandisa.
Makesi ekushandisa akakwenenzverwa anoderedza kupera kuneta uye njodzi yekushandisa. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Real-World Implementation
Mumiririri anochengetera resitorendi nekuvhura bhurawuza, kufambisa saiti yekuchengetera, kusarudza nguva, uye kuisa mameseji.
Kuita otomatiki mari mishumo nekuverenga risiti pachiratidziro uye kutaipa kukosha mudesktop accounting app isina API.
QA yekuyedza apo mumiririri anodzvanya kuburikidza newebhu app kusaina kuyerera kuratidza bhatani rega rega uye fomu inoshanda.
Kuzadza kudzokorora hurumende kana inishuwarenzi mafomu ewebhu nekuverenga yega yega tsamba remu uye kutaipa ruzivo rwakakodzera.
Maitiro Ekuita
Computer-Kushandisa Agents mukuita
Mumiririri anochengetera resitorendi nekuvhura bhurawuza, kufambisa saiti yekuchengetera, kusarudza nguva, uye kuisa mameseji.
Mumiririri anochengetera resitorendi nekuvhura bhurawuza, kufambisa saiti yekuchengetera, kutora nguva, uye kuisa ruzivo rwematimu Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura zvikumbaridzo zvemhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye kukanganisa mutengo nekufamba kwenguva.
Computer-Kushandisa Agents mukuita
Kuita otomatiki mari mishumo nekuverenga risiti pachiratidziro uye kutaipa kukosha mudesktop accounting app isina API.
Kuita otomatiki mishumo yemitengo nekuverenga risiti pachiratidziro uye kutaipa kukosha mudesktop accounting app iyo isina API Matimu anowanzo kuwana mhedzisiro iri nani kana vachinge vatsanangura mhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
Computer-Kushandisa Agents mukuita
QA yekuyedza apo mumiririri anodzvanya kuburikidza newebhu app kusaina kuyerera kuratidza bhatani rega rega uye fomu inoshanda.
QA yekuyedza apo mumiririri anodzvanya kuburikidza newebhu app kusaina kuyerera kuratidza bhatani rega rega uye fomu rinoshanda Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura hunhu kumberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
Computer-Kushandisa Agents mukuita
Kuzadza kudzokorora hurumende kana inishuwarenzi mafomu ewebhu nekuverenga yega yega tsamba remu uye kutaipa ruzivo rwakakodzera.
Kuzadza kudzokorora mafomu ehurumende kana inishuwarenzi pawebhu nekuverenga tsamba yega yega uye kutaipa iyo chaiyo ruzivo Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa nemitengo yekukanganisa nekufamba kwenguva.
Njodzi & Guardrails
Kuita otomatiki nzira yakaputsika inogona kukudza matambudziko aripo.
Matimu anogona kuwedzera otomatiki uye kubvisa kutonga kunodiwa kwevanhu.
Hunhu hunogona kudonha kana zvinobuda zvikasaramba zvichiongororwa.
Implementation Roadmap
Mepu mafambiro ebasa uye ratidza danho repamusoro-soro.
Mepu mafambiro ebasa uye ratidza danho repamusoro-soro. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Tsanangura nzvimbo dzekutarisa dzevanhu isati yazara otomatiki.
Tsanangura nzvimbo dzekutarisa dzevanhu isati yazara otomatiki. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Dzidzisa vashandisi pane zvinokurudzira, nzira dzekukwira, uye mhando dzemhando.
Dzidzisa vashandisi pane zvinokurudzira, nzira dzekukwira, uye mhando dzemhando. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Tevera basa-level zvabuda kuti usimbise kukosha kwakasimba.
Tevera basa-level zvabuda kuti usimbise kukosha kwakasimba. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.