- Iphakheji ye-npm ye-Claude Code 2.1.88 ngephutha ithumele imephu enkulu yomthombo eyadalula imigqa engaba ngu-512,000 ye-TypeScript yangaphakathi.
- Ukuvuza kwabangelwa yiphutha lomuntu endleleni yokupakisha, hhayi ukuhlaselwa okuqondile kwe-cyber, kodwa kusambule ukwakheka, i-logic yezokuphepha kanye nezici ezingakakhishwa.
- Abacwaningi balingisa ngokushesha ikhodi, bethola amamojula afana ne-KAIROS, i-BUDDY, izindlela eziyimfihlo, ukuhlelwa kwama-agent amaningi kanye nesistimu yememori enezingqimba ezintathu.
- Lesi sigameko siphakamisa uchungechunge olukhulu lokuhlinzekwa kwempahla, i-jailbreak kanye nezingozi zokwenziwa kwama-cloning futhi sibeka ingcindezi kubathengisi be-Anthropic nabanye be-AI ukuze baqinise imisebenzi yokushicilela.
Ingozi ukudalulwa komthombo wangaphakathi kaClaude Code nge-npm iguqule ukukhishwa okuvamile kwaba esinye sezigameko zokuphepha kwe-AI ezikhulunywa kakhulu eminyakeni yamuva. Lokho okwaqala njengephutha lokupakisha elizungeze imephu yomthombo weJavaScript kwagcina kuphelile ukubeka amakhulu ezinkulungwane zemigqa ye-Anthropic's TypeScript ezandleni zabacwaningi, abancintisana nabo kanye nabahlaseli abasebenzisa amathuba emhlabeni jikelele.
Esikhundleni sokwephulwa okuvamile okubandakanya ukuzivikela okuzungezile noma iziqinisekiso ezibiwe, leli cala libonisa ukuthi kanjani iphutha elisobala lomuntu ekushicilelweni kwesofthiwe kungachitha impahla yobuhlakani ebucayi kakhulu. Ukuvuza akubandakanyi isisindo semodeli noma idatha yamakhasimende, kodwa kuveza ukusebenza kwangaphakathi komunye wemikhiqizo ethuthuke kakhulu. abasizi bokubhala amakhodi be-ejensi emakethe, kusukela ezinhlelweni zayo zememori kanye nezihlungi zokuphepha kuya kuzici zokuhlola ezazingakaze zihloswe ukuba zibe zomphakathi okwamanje.
Umugqa wesikhathi: kusukela ekukhishweni kwe-npm kuya ekuphindaphindweni komhlaba wonke
Lesi sigameko sigxile kuphakheji ye-npm @anthropic-ai/claude-code, ikakhulukazi inguqulo 2.1.88Ngesikhathi sokukhishwa okujwayelekile, i-Anthropic yashicilela i- Ifayela lemephu yomthombo weJavaScript elingaba ngu-60 MB (okuvame ukubhekiselwa kuyo ngokuthi cli.js.map) kanye nenqwaba ye-CLI encishisiwe. Esikhundleni sokususwa kulokho okwenziwe ngobuciko, leyo mephu yagcina i- sourcesContent insimu efake ngempumelelo ikhodi yokuqala ye-TypeScript.
Ngenxa yalolo phutha, noma ubani owayethatha iphakethe wayengakwazi dala kabusha amafayela angaba ngu-1,900 kanye nemigqa engaphezu kuka-500,000 ye-TypeScript, edalula umzila wemiyalo we-CLI, ukuhlelwa kwamathuluzi, i-telemetry logic, ukuhlolwa kokuphepha kanye nemiyalelo yangaphakathi. Imephu iphinde yabhekisela emuva ku-zip archive efinyeleleka emphakathini ku Ibhakede lokugcina i-Cloudflare R2 lika-Anthropic, okusho ukuthi akukho ukungena okudingekayo: ifayela lalikhona nje, livulekele i-inthanethi.
Inkinga yaqala ukugqanyiswa yi- Umcwaningi wezokuphepha uChaofan Shou (@Fried_rice), umfo enkampanini yezokuphepha ye-blockchain i-Fuzzland, othumele isixhumanisi esiqondile ebhakedeni eliveziwe ku-X. Kungakapheli amahora, izindawo zokugcina izibuko zivele ku-GitHub, ezinye ziheha ngokushesha amashumi ezinkulungwane zezinkanyezi njengoba abathuthukisi bephuthuma ukuyokopisha nokuhlola ikhodi ngaphambi kokuba inyamalale.
I-Anthropic isabela ngo- ukudonsa inguqulo ye-npm ethintekile kanye nokuqalisa igagasi lezicelo zokususa i-DMCA eziqondiswe ku-GitHub nakwamanye amapulatifomu okusingatha. Noma kunjalo, ngesikhathi umkhankaso wokususa uqala, amakhophi amaningi ayesevele egciniwe, efakwe iforogo futhi esatshalaliswa kabusha, okwenza kube nzima ukuhoxisa ngokuphelele okuqukethwe.
Indlela inkinga yokupakisha eyavula ngayo i-ejenti ye-AI ehamba phambili
Ephepheni, ukushicilela inguqulo entsha ye-Claude Code ku-npm kufanele kube umsebenzi ojwayelekile: cindezela iphakheji yeJavaScript encishisiwe, faka kuphela lokho okudingekayo futhi uthembele kumafayela wokucushwa (njenge .npmignore noma files insimu ku package.json) ukuze kugcinwe ama-artifact okulungisa iphutha angangeni kuphakheji yokugcina.
Kulesi simo, izinketho eziningana ezincane zahlanganiswa ngendlela engalungile impela. Ipayipi lokwakha lasebenzisa i- Isikhwama sebhanisi, okuyinto ikhiqiza amamephu omthombo ngokuzenzakalelayoAkukho sinyathelo esilandelayo ekuhlanganisweni noma ekufakweni kwephakheji esisuse leyo mephu, kanye uhlu lokunganakwa olulungiselelwe kabi kwakusho ukuthi imephu yathunyelwa ngqo kurejista yomphakathi. Ukusuka lapho, imvelo ye-npm evulekile, ebonakala emhlabeni wonke yenza okunye.
I-Anthropic igcizelele ukuthi akukho idatha yamakhasimende ebucayi, iziqinisekiso noma isisindo semodeli babeyingxenye yokuvuza. Esikhundleni salokho, lokhu kwakuyinkinga yokupakishwa kuphela: i-metadata yokulungisa iphutha eyenzelwe ukuxazulula izinkinga zangaphakathi yahlanganiswa ngephutha yaba ukukhishwa kokukhiqiza. Lokho kuhlela kunembile ngokombono wokuphepha omncane, kodwa akubonisi ukuthi kungakanani ulwazi oluhlelekile oluhlala ngaphakathi kwekhodi ye-ejenti ye-AI yesimanje.
Okwenza izinto zibe nzima nakakhulu, lokhu kwaba hhayi okokuqala into efana nale yenzekile. Ukuvuza kwemephu yomthombo efanayo kubikwa ukuthi kuthinte ukwakhiwa kwangaphambilini kwe-Claude Code e- Februwari 2025. Izigameko ezimbili ezicishe zifane phakathi nezinyanga ezingaba ngu-13 ziphakamisa imibuzo ngokungenakugwenywa mayelana nokuthi i-Anthropic iqinisa kanjani ngokuqinile izivikelo emigwaqweni yayo yokukhulula.
Lokho okuvezwa yi-Claude Code eputshukile
Lapho abacwaningi nabathuthukisi sebeqalile ukuhlola amafayela atholiwe, kwacaca ukuthi lokhu kwakungeyona into yokubheka nje imibhalo ethile yosizo, kodwa kwakuyinto ingxenye ephelele yezakhiwo ze-CLI kaClaude CodeUmuthi we-TypeScript uhlanganisa imigqa ecishe ibe yisigamu sesigidi futhi uhlanganisa:
- Ukusetshenziswa kwamathuluzi kanye nokuhlelwa: indlela uClaude Code ahlela, alandelela futhi abize ngayo amathuluzi, amagobolondo kanye nezinsizakalo zangaphandle.
- Imithetho yemvume kanye nemithetho ye-sandboxing: i-logic eqondile enquma ukuthi yimiphi imiyalo engasebenza, ngamaphi amapharamitha nokuthi kuziphi izindawo.
- Izinhlelo zememori kanye nokuphathwa komongo: amasu okusingatha izikhathi ezinde ngaphandle kokulahlekelwa ukuhambisana.
- I-Telemetry kanye nokuhlaziya: lokho okulinganiswayo, kuhlanganiswe bese kuthunyelwa emuva ku-Anthropic.
- Imiyalelo yesistimu kanye namafulegi ezici: imiyalelo efihliwe ebumba ukuziphatha kwe-ejenti kanye nokuguqula amakhono okuhlola.
Ukuhlaziywa komphakathi kugqamise umklamo wememori onezingqimba ezintathu okugxile kufayela elivame ukuchazwa ngokuthi MEMORY.mdEsikhundleni sokubhala umlando wokuxhumana okungahleliwe unomphela, uClaude Code uyaqhubeka isakhiwo sokubhekisela esisekelwe esihlokweni esibhalwe ohlwiniI-ejenti ibheka leyo nkomba uma idinga ukukhumbula umsebenzi wangaphambilini, idonsa kuphela izingcezu ezifanele umsebenzi wamanje, futhi ilandele imithetho yokubhala eqinile ukuze kuncishiswe ukuzulazula komongo kanye nokuzilimaza.
Le ndlela "yokukhumbula ngokungabaza okunempilo" isiza ekunciphiseni i-entropy yezingxoxo ezinde, lapho ukuqongelela komongo okungenalwazi kungabangela ukuthi i-ejenti ingaguquguquki noma ingabi nangqondo. Kwamanye amaqembu akha amathuluzi e-ejenti, ukuvuza kusebenza kahle ikilasi le-masterclass lamahhala ekuhleleni inkumbulo yebanga lokukhiqiza.
Umthombo uphinde udalule izinhlobo ezahlukene zezingwegwe ze-telemetry zangaphakathi. Phakathi kwazo kukhona ukucabanga ukuthi izimpawu zokukhungatheka zamafulegi — isibonelo, ukuskena inhlamba ezicelweni — ngaphandle kokugcina izingxoxo ezigcwele zomsebenzisi noma amakhodi. Esinye isiqephu esiphawulekayo yi- "Imodi yokufihla" noma yokucasha yakhelwe ukususa amagama ekhodi yephrojekthi yangaphakathi kanye nezinye izihlonzi ezibucayi kuzicelo ze-git commits kanye ne-pull, ukuze iminikelo ebhalwe nge-AI ingaphumi imininingwane yobunikazi ngengozi.
Ngale kwezinhlelo ezivele zibonakala kumkhiqizo, izinkomba zesisekelo sekhodi ukusebenza okungakakhishwa noma okufihliwe kulawulwa amafulegi ezici: izindlela zokusebenza kwangemuva, ukuxhumanisa phakathi kwama-ejenti amaningi, ngisho nokuthintana kwe-UI okujabulisayo njengabangane be-terminal.
Amamojula angakakhishwa: ama-KAIROS, ama-BUDDY kanye nama-swarms amaningi
Ezinye zezinto ezitholwe ezithakazelisa kakhulu ziphathelene namakhono i-Anthropic engakawamemezeli esidlangalaleni okwamanje, manje abonakala ngemininingwane yobunjiniyela obuhlanganisiwe. Enye yamamojula avelele yile I-KAIROS, echazwe kumazwana kanye nokucushwa njenge isebenza njalo i-daemon yangemuva ebuka izinguquko zamafayela, iloba imicimbi futhi yenze lokho okubizwa ngokuthi baphuphe noma ukuhlanganiswa "kwe-oniric" kudlula lapho umsebenzisi engenzi lutho.
Empeleni, kubonakala sengathi i-KAIROS inikeza uClaude Code okuthile okufana nalokho ukuzimela "okuhlala kuvuliwe": esikhundleni sokulinda izixwayiso ngokunganaki, umenzeli angavuka ngezikhathi ezithile, aphinde aqonde kabusha ukuqonda kwakhe i-codebase, ahlanze izakhiwo zakhe zenkumbulo futhi alungiselele izinhlelo ezingcono zezikhathi zomsebenzi ezizayo. Kumaqembu azama ama-ejenti azimele ngokugcwele, lokhu kuveza ngokuyisisekelo uhlelo lwe-Anthropic lwabasebenzi abaphila isikhathi eside, abanolwazi.
Esinye isici esabamba ngokushesha umcabango we-inthanethi ukuthi IBUDDY, evezwe kukhodi njengohlobo lwe imascot eseceleni kwesiphelo. Ukuqaliswa kuhlanganisa “izinhlobo” ezingu-18 ezahlukene — enye yazo i-capybara — kanye nezibalo ezidlalayo ezifana DEBUGGING, PATIENCE futhi CHAOSNakuba kuhlekisa kakhulu, i-BUDDY ikhomba ku-Anthropic ezama okuhlangenwe nakho konjiniyela okuchazayo kakhulu, okuqaphela imizwa.
Ngakolunye uhlangothi olubucayi kakhulu kukhona isakhiwo sokusebenzisana kwama-ejenti amaningi. Kuchazwa ngaphakathi ngezakhiwo ezifana ne- Imodi yoMxhumanisi futhi Amaseshini e-ULTRAPLAN, lolu hlelo luvumela i-ejenti eyinhloko ukukhiqiza nokuphatha imikhumbi yama-ejenti abasebenzi ngesikhathi esifanayo. Izingcezu zemibhalo zibhekisela emihlanganweni yokuhlela kude phakathi kwama-ejenti ethatha imizuzu eyi-10 kuya kwengama-30, ziphakamisa imodeli lapho uClaude Code angahlukanisa khona umsebenzi omkhulu, anikeze imisebenzi engaphansi kwabasizi bese ehlanganisa imiphumela.
Kukhona futhi amacebiso amamojula kanye nezinhlobo zamamodeli ezisathuthukiswa, okuhlanganisa izinkomba zamagama angaphakathi anjengokuthi I-Capybara, ebhalwe njengokuguquka komndeni wakwaClaude 4.x. Amamethrikhi afakwe ekukhulunyweni kwekhodi amazinga okuthi kukhona okungelona iqiniso azungeze ama-29‑30% kwezinye izinhlelo zokuphepha noma zokuthola, uma kuqhathaniswa cishe no-16.7% emizuliswaneni yangaphambilini - izinombolo eziqondile ezivame ukuhlala ngaphakathi kwamadeshibhodi obunjiniyela.
Uma zihlanganiswa, lezi zinto ezitholakele ziguqula umuthi ovuzayo ube isithombe sebanga lemephu yesu le-ejenti lika-Anthropic: lapho inkampani ibona khona imingcele yokuzimela okuwusizo, indlela efuna ama-ejenti abambisane ngayo, nokuthi yiziphi izingxabano ebhekene nazo njengamanje.
Ama-Jailbreak, ama-clone kanye ne-supply-chain fallout
Ngisho noma kungekho maphasiwedi noma amathokheni adaluliwe, ochwepheshe bezokuphepha abakhululekile neze. Njengoba benomqondo ophelele we-CLI esandleni, kuba lula kakhulu izivikelo zokuvikela zikaClaude Code ongunjiniyela obuyela emuva futhi uhlole izindlela ezizungezile. Okwakuyibhokisi elimnyama manje sekuyiresiphi yesinyathelo ngesinyathelo yokuthi ithuluzi lihlaziya kanjani imiyalo, lisebenzisa izihlungi futhi linqume ukuthi kukhona yini okuphephile ukusebenza kutheminali yomsebenzisi.
Lokho kucaca kungaba yinkemba esika nhlangothi zombili. Ngakolunye uhlangothi, abacwaningi abavikelayo manje sebengakwazi hlola imodeli yokuphepha ngokujulile okungakaze kubonwe ngaphambili futhi basikisele amasu okuqinisa. Ngakolunye uhlangothi, abahlaseli bangenza ngokucophelela izikhuthazo kanye nokushintshashintsha komongo ukuze faka imiyalelo enonya idlule ku-Bash validators, sebenzisa umehluko ocashile phakathi kwezingqimba zemvume noma ucindezele umenzeli ezenzweni okwakungahlosiwe ukuzenza.
Ukukhathazeka okuhlobene kakhulu ukwanda ama-clone anonya noma angamangaNjengoba kunesisekelo sekhodi esilungele ukukhiqizwa esitholakalayo, kulula ngomdlali oshukumiselekayo ukukhumula uphawu kanye ne-telemetry, ukufaka i-backdoors noma i-data exfiltration logic bese eshicilela iphakheji ecishe ifane ngaphansi kwegama elishintshiwe kancane. Kubathuthukisi abafaka amathuluzi kusukela ku-npm ku-autopilot, ingozi yokudonsa i-ejenti "efana ne-Claude" eyonakele manje iphakeme kakhulu.
Isikhathi sokuvuza kwandise lokhu kukhathazeka. Ngaso leso sikhathi, i-npm yabhekana ne- ukuhlaselwa kwe-supply chain okuzimele komphakathi odumile axios Iphakheji, ngezinguqulo ezinonya ezibukhoma phakathi kuka-00:21 no-03:29 UTC. Leso sigameko esifanayo sagcizelela ukuthi uhlelo lwe-JavaScript lungaba buthakathaka kangakanani uma kukhulunywa ngokuthembela ekuthembekeni.
Isiqondiso sokuphepha samaqembu afake noma abuyekeze i-Claude Code nge-npm phakathi naleso sikhathi besicacile: hlola isihlahla sakho sokuthembela, ikakhulukazi kumaphakheji afana axios futhi plain-crypto-js; shintsha iziqinisekiso okungenzeka ukuthi zikhona ezinhlelweni ezithintekile; futhi uqaphe ngokucophelela ukuziphatha okungavamile. I-Anthropic, yona, isikisele ngokucacile ikhetha isifaki sayo sendabuko kune-npm ukuya phambili ukunciphisa indawo yokuhlasela.
Impendulo esemthethweni ka-Anthropic kanye nokusunduza kwe-DMCA
Lapho kuphuma izindaba zokuvuza, i-Anthropic yashesha ukwakha indaba. Emazwaneni abiwe nezitolo ezifana ne-TecMundo kanye ne-VentureBeat, inkampani yagcizelela ukuthi lokhu kwakuyinkinga yokukhishwa kwephakheji ebangelwe yiphutha lomuntu, hhayi ukwephulwa kwengqalasizinda yangaphakathi noma ubugebengu bangaphandle.
Umyalezo oyinhloko wahlala ufana: azikho izimfihlo zamakhasimende, azikho iziqinisekiso, azikho izinsimbi zemodeli kwakuvuza; kwadalulwa kuphela ukuqonda kwangaphakathi kohlelo lokusebenza. Lesi sitatimende siphinde sagcizelela ukuthi i-Anthropic yayisivele ivuvukele ukuqalisa izindlela zokuphepha ukuvimbela izinkinga ezifanayo ekwakhiweni kwesikhathi esizayo, yize ukuhlolwa okuningiliziwe kwezidumbu kungakadalulwa emphakathini.
Ngasohlangothini lwezomthetho, inkampani yaqala umsebenzi onzima Umkhankaso wokususa i-DMCAI-GitHub kanye nabanye ababungazi baqale ukuthola izicelo zokususa izindawo zokugcina ezibonisa umthombo we-Claude Code, kanti ezinye zezibuko ezivelele kakhulu ziyanyamalala ngemva kokuqongelela ukunakwa okukhulu kanye nengxoxo.
Naphezu kwalezi zinyathelo, iqiniso elingokoqobo liwukuthi uma i-codebase yalolu hlobo isiphunyuka iye endle, ukuyibuyisela ngokuphelele cishe akunakwenzekaAmakhophi agciniwe asakazwa ngasese, amaphakheji abethelwe ahlala kumasayithi ajwayelekile okwabelana ngamafayela futhi ama-subset ekhodi asevele ethunyelwe noma asetshenziswe kabusha ngezinye izilimi ezifana ne-Python ne-Rust ngabathandi abafuna ukugwema imikhawulo ye-copyright.
Lesi sigameko siphinde senzeke ezinsukwini ezimbalwa nje ngemuva kwengozi ehlukile yokwakheka kwesakhiwo okubikwa ukuthi ibangelwe. kudalulwe amafayela angaphakathi angaba ngu-3,000 kuhlobene nemodeli engakakhishwa eyaziwa ngokuthi “iClaude Mythos” nge-CMS engahlelwanga kahle. Ukuphela kwezincwadi ezimbili ezingahlobene esikhathini esingaphansi kwesonto kuye kwaholela ababukeli ukuba babuze imibuzo. Ukuhlanzeka kokusebenza kwe-Anthropic mayelana nokuqukethwe kanye nokukhishwa kwekhodi.
Umthelela obanzi ohlelweni lwe-AI kanye nabancintisana nabo
Ngokombono webhizinisi, ukuvuza kuthinta umkhiqizo owawuvele ubonakala njengo enye yezindlela ezibalulekile zokuthola imali engenayo ze-Anthropic. Izilinganiso zemboni zibeka imali engenayo ephindaphindayo kaClaude Code ezigidigidini eziphansi, kanti iningi lokusetshenziswa livela kumakhasimende ebhizinisi. Lokho kwenza i-CLI ingabi nje ithoyizi lonjiniyela, kodwa futhi insika yamasu ohlelo lwebhizinisi lwenkampani.
Ngokwenza okuningi kangaka kwezakhiwo zayo kube sobala, lesi sigameko siphumelela ekunikezeni amaqembu aphikisanayo amandla. incwadi yokudlala yobunjiniyela enemininingwane ejulile lokho bekuzothatha iminyaka yokuhlolwa kanye nemali eningi ukuyihlanganisa. Amathuluzi okuncintisana, kufaka phakathi ama-IDE amasha e-ejenti kanye nabashayeli bekhodi abangochwepheshe, manje sebengakwazi ukulinganisa izindlela zabo ngokumelene nezinqumo zokuklama zangempela ze-Anthropic esikhundleni sokusebenza ngokuqagela kanye nolimi lokumaketha.
Ngesikhathi esifanayo, ukuvuza kunciphisa isithiyo sokungena kwabangaba khona Abancintisani beClaude Code. Manje sekulula kakhulu ukuhlanganisa i-ejenti enamaphethini enkumbulo afanayo, imisebenzi yangemuva kanye namakhono okuxhumanisa ngokubhekisela ekusetshenzisweni okwase kulungiselelwe ukusetshenziswa kokukhiqiza. Ngaleyo ndlela, ingxenye encane yomsele wobuhlakani we-Anthropic isibe ulwazi olwabiwe embonini ebanzi.
Umlando usikisela ukuthi izenzakalo ezinjalo zingaba nomphumela ophikisanayo. Ngakolunye uhlangothi, zona ukusheshisa ukusungula izinto ezintsha kulo lonke insimu, njengoba amaqembu amaningi efunda ezibonelweni ezisezingeni eliphezulu. Ngakolunye uhlangothi, anciphisa umkhawulo womthuthi wokuqala, ephoqa abaphethe ukuba basheshe futhi batshale imali eningi ekuhlukaniseni izici, ukuphepha kanye nokuthembeka.
Kwabaqalayo kanye nabathengi bamabhizinisi abahlola amathuluzi e-AI, lesi siqephu singase sishintshe okulindelwe ngobuqili. Amakhasimende angaba khona cishe azocindezela abathengisi kakhulu isiyalo sokukhululwa, izivikelo ze-CI/CD kanye nezinqubo zokuphendula ezigamekweni, ephatha amapayipi okushicilela aphephile njengengxenye engaxoxiswana ngayo yanoma iyiphi ipulatifomu ye-AI engathi sína.
Izifundo zokuphepha: kusukela kumafayela okucushwa kuya kumaseva e-MCP
Abaholi bezokuphepha kanye nabasebenzi basebenzise ukuvuza njengesisekelo sokuphakamisa izinyathelo zokuzivikela eziqinile ezinhlanganweni esezivele zizama amathuluzi okubhala ikhodi ye-ejenti. Esinye isincomo esiphindaphindayo ukuthi amafayela okucushwa kokuhlola ahlobene ne-Claude Code, njenge CLAUDE.md futhi .claude/config.json, okungasebenza njengezindlela zokufaka imiyalelo efihliwe noma ukuphumula izilungiselelo zokuphepha.
Enye indawo okugxilwe kuyo yilena ukuphatha amaseva amathuluzi angaphandle kanye nama-endpoints eModel Context Protocol (MCP) njengokuxhomekeka okungathembekileNjengoba izikhala zenkontileka sezibekwe ngokuningiliziwe, opharetha abanonya bangazama ukuzenza amaseva asemthethweni noma bashintshe ukuziphatha ngobuqili kulawo maphuzu okuhlanganisa. Ukunamathisela izinguqulo, ukuqapha izinguquko kanye nokuqinisa izilawuli zokufinyelela kunganciphisa leyo ngozi.
Njengoba umsizi we-AI angahambisa ikhodi ngokushesha kangakanani, amaqembu nawo ayanxuswa ukuthi vala izimvume zegobolondo bese uskena ngokuhlelekile izimfihlo ngaphambi kokuba bafike endaweni yokugcina idatha. Amakhono afanayo enza ama-ejenti akhiqize - ukuhlela ngokushesha izilungiselelo, ukuxhuma i-CI kanye nokuthinta izinsizakalo eziningi - angakhulisa kalula iphutha elilodwa libe ukuvuza okukhulu kweziqinisekiso.
Ekugcineni, kunengcindezi ekhulayo ezinhlanganweni ukuthi landelela imvelaphi yemisebenzi esizwa yi-AINjengoba ingxenye enkulu yekhodi yomhlaba ibhalwa noma ishintshwa amanxusa, abalawuli kanye nabahloli bamabhuku bangalindela ngokunengqondo izinqubomgomo zokudalula ezicacile, ukuloba okuqinile kanye nezindlela zokuqinisekisa ukuthi i-logic ebalulekile yavela kuphi, ikakhulukazi ezindaweni ezibucayi noma ezilawulwayo.
Uma zibhekwa sezizonke, lezi ziphakamiso zibonisa ushintsho ekuphatheni ama-ejenti e-AI njengenye ithuluzi lonjiniyela kuya ekuqapheleni ukuthi asetshenziswa njenge- ingqalasizinda eyinhloko enezinhlobo zayo ezizinikele zosongo, ubuthakathaka be-supply-chain kanye nezidingo zokubusa.
Sekukonke, ukuvuza kwe-Claude Code nge-npm akuyona indaba emayelana nokukhishwa okukodwa okunephutha kodwa kumayelana nokuthi kanjani amaphutha amancane, ajwayelekile emigwaqweni yesofthiwe yesimanje angakha kabusha indawo yokuncintisana neyokuphepha mayelana ne-AI. Njengoba incwadi yokudlala yangaphakathi ye-ejenti manje isisesidlangalaleni, i-Anthropic kanye nontanga yayo babhekene nengcindezi enkulu yokuqinisa ukuhamba kwabo kokushicilela, bacabange kabusha ukuthi baveza kangakanani i-logic emaphethelweni futhi bakhe amasiko lapho izinto ezincane zokucushwa zithola ukuhlolwa okuningi njenganoma yiluphi uhlaka lwemodeli olusezingeni eliphezulu.
