- Hlanganisa amakhono e-Google Cloud abe amaphakheji afakekayo asekela amazinga avulekile.
- Hlanganisa amadokhumenti asemthethweni ngesikhathi sangempela usebenzisa amaseva e-MCP ukuze ugweme ukubona izinto ezingekho emthethweni nge-AI.
- Sebenzisa izendlalelo zokuphepha ze-IAM kanye nokuqinisekisa ngaphambi kokwenza izinguquko engqalasizinda.
- Isekela ukuhlanganiswa kwendabuko ngamathuluzi afana neClaude Code, Codex, kanye ne-Antigravity CLI.

Uma usebenza ezweni lokuthuthukiswa futhi usebenzisa ama-ejenti e-AI ukubhala ikhodi, uyazi ukuthi ukwenza umshini uqonde kahle ukuthi ingqalasizinda yamafu isebenza kanjani ngezinye izikhathi kungaba yindaba ebuhlungu ngempela. Kuze kube manje, kwakudingeka sinikeze amadokhumenti ngesandla noma silungiselele amaseva e-MCP akude, kodwa izinto zaba nzima ukuzilawula lapho sidinga amathuluzi amaningi okusebenza ndawonye ukuxazulula inkinga eyinkimbinkimbi. Ukuxazulula le nkinga, i-Google Cloud yethule i-plugin yama-AI Agents , ikhambi elenzelwe ukupakisha amakhono namathuluzi kuphakheji eyodwa engafakwa.
Inzuzo enkulu yalolu hlelo ukuthi luvimbela abathuthukisi ekuphatheni ukuncika okuyinkimbinkimbi noma ukucushwa okuhlukile komsizi ngamunye. Ngokusekelwe kuzinga elivulekile nelingathathi hlangothi , luvumela umenzeli ukuthi afinyelele ulwazi olujulile lwemikhiqizo ethile ngaphandle kokuphazamisa iwindi lomongo, okwenza ukusebenzisana ne-ecosystem ye-Google kube lula kakhulu futhi, ngaphezu kwakho konke, kusebenze kangcono ezindaweni zomsebenzi zangempela .
Iyini ngempela i-plugin ye-google-cloud-developer?

Le plugin empeleni iyikhithi yokusinda yanoma yimuphi umenzeli we-AI okudingeka asebenze ku-Google Cloud. Inhloso yayo eyinhloko ukusiza umsizi ukuthi azulazule eziyisisekelo zepulatifomu , ehlanganisa izihloko ezibalulekile njengokuphathwa kwephrojekthi, ukugunyazwa, ukuqinisekiswa, futhi, okubaluleke kakhulu, ukusebenzisa izithiyo zokuphepha lapho kwenziwa imiyalo ye-gcloud CLI.
Enye yezinto eziyigugu zayo eziyinhloko ukuhlanganiswa kwayo kokucushwa kweseva ye-Developer Knowledge MCP. Ngenxa yalokhu, i-ejenti ayiqambi izinto; kunalokho, inesisekelo sesikhathi sangempela kumadokhumenti asemthethweni e-Google, okuqinisekisa ukuthi izimpendulo zisesikhathini futhi azisekelwe kudatha ephelelwe yisikhathi.
Izinhlobo zama-plugins nokuthi asebenza kanjani

I-Google ihlele indawo yayo yokugcina amakhono ukuze ivumele ukukhula okuhlelekile, ihlukanise izengezo zibe amabhlogo amabili ayinhloko:
- Ama-plugin ayisisekelo: Lezi yizinto eziyisisekelo zawo wonke umuntu. Zigxila ekusethweni kwephrojekthi, ukwakheka kwezakhiwo, kanye nekhono lokuthola amadokhumenti afanele.
- Ama-plugin agxile ezizindeni: Lezi zikhethekile kakhulu futhi zinikeza imikhuba emihle kakhulu yobuchwepheshe ezindaweni ezithile ngaphakathi kwefu le-Google.
Ukuze kuvinjelwe i-ejenti ukuthi ingalahleki, kukhona imephu yendlela ebizwa ngokuthi google-cloud-discovery.mdLe ndlela isebenza njengesiqondiso, iqondisa kabusha i-ejenti emakhonweni ajulile (njengalawo e-GKE noma i-WAF ye-Google Cloud) kuphela uma umsebenzi uyidinga ngempela, ngaleyo ndlela ithuthukise ukusetshenziswa kwezinsiza. Izinsiza zekhompyutha ze-AI.
Ukuhlola i-plugin: Icala lokungena

Cabanga ukuthi umusha kule pulatifomu futhi udinga ukusetha iphrojekthi kusukela ekuqaleni nge-invoyisi esebenzayo kanye nokuqinisekiswa kwendawo ukuze izikripthi zakho zisebenze nobunikazi besevisi. Uma i-plugin ifakiwe, i-ejenti ayiqalisi ngokungaboni, kodwa ilandela inqubo enengqondo:
- Ukuhlaziywa okuzungezile: Umthakathi uhlola buthule ukuthi unayo i-CLI efakiwe nokuthi ngabe kukhona yini izinhlangano noma amaphrojekthi asevele adaliwe.
- Isibuyekezo sokuvikeleka: Hlaziya izindlela ezinhle kakhulu ze-IAM zokuvimbela, ngokuqapha, izihlungi zokhiye eziyimfihlo ku-Git commit.
- Imephu yomgwaqo: Iphakamisa uhlelo lokusebenza olunemininingwane futhi icela imvume yakho ngaphambi kokuthinta noma yiziphi izinsiza zangempela efwini.
Umhlahlandlela wokufaka wesinyathelo ngesinyathelo

Kuye ngethuluzi olisebenzisayo, inqubo iyahlukahluka kancane, kodwa ihlala idinga ukuvumela I-API Yolwazi Lonjiniyela usebenzisa umyalo gcloud services enable developerknowledge.googleapis.com.
Kubasebenzisi be-Antigravity CLI
Lena inketho eqondile kakhulu. Udinga nje ukusebenzisa umyalo wokufaka okhomba indlela ye-GitHub repository: agy plugin install https://github.com/google/skills/plugins/cloud/google-cloud-developer.
Ngekhodi kaClaude CLI
Inqubo lapha inemininingwane ethe xaxa. Okokuqala, ufaka i-Google Marketplace, bese ufaka i-plugin ethile. Lokhu kubalulekile. dala ukhiye we-API ye-Developer Knowledge API bese uyithumela ku-terminal yakho usebenzisa i-environment variable DEVELOPERKNOWLEDGE_API_KEY, kungcono ngokuyifaka kufayela lakho .bashrc o .zshrc ngakho akudingeki ukuthi ukwenze njalo.
Ye-Codex CLI
Njengoba kunjalo ngoClaude, imakethe iyasetshenziswa. Umehluko ukuthi udinga ukubuyekeza ifayela lokucushwa. ~/.codex/config.toml Ukwengeza i-URL yeseva ye-MCP kanye nesihloko sokuqinisekisa ngenkinobho yakho ye-API. Ungakhathazeki uma ubona isimo se- 'awungenanga ngemvume'Kuyindlela evamile yokuziphatha engathinti ukusebenza.
Amathuluzi ahambisanayo kanye nendawo ezungezile
Ukuze konke lokhu kusebenze kahle kakhulu, kubalulekile ukuba nendawo ehlelekile kahle yendawo. Lokhu kuhilela ukufaka i- i-gcloud CLI, khipha gcloud init yephrojekthi ezenzakalelayo bese ulungiselela Iziqinisekiso Zokuzenzakalelayo Zohlelo Lokusebenza (i-ADC) con gcloud auth application-default loginLokhu kuvumela amalabhulali amaklayenti e-Java, Python, noma i-Go ukuthi aziqinisekise ngaphandle kwezinkinga.
Le ndlela yokusebenza iguqula indlela esithuthuka ngayo efwini, isuka ekuphathweni ngesandla kanye nokuthambekele emaphutheni iye ekugelezeni lapho i-AI inokufinyelela okuqondile kumadokhumenti namathuluzi okulawula, okuvumela umhleli wezinhlelo ukuthi agxile ekuqondeni kwebhizinisi ngenkathi umenzeli enakekela ubunzima bobuchwepheshe bengqalasizinda.