nje-bash: Bash for Agents

Kungani i-Shell Scripting ibe umgogodla wama-Modern AI Agents

Kukhona uguquko oluthulile olwenzeka ngaphansi kokusebenzelana okupholishiwe kwamasistimu e-AI anamuhla. Nakuba izingxoxo eziningi ezimayelana nobuhlakani bokwenziwa zigxila kumapharamitha wemodeli, amafasitela womongo, kanye nobunjiniyela bokwaziswa, umbuzo ongokoqobo wokuthi ama-ejenti azenza kanjani izinto ngempela ulokhu ubuyela empendulweni efanayo engathandeki: Bash. Igobolondo le-Unix elithobekile, elisungulwe ngo-1989, seliphenduke ungqimba lokukhishwa kwesizukulwane esisha sama-ejenti we-software azimele - nokuqonda ukuthi kungani kuveza okuthile okubalulekile mayelana nemvelo ye-automation ngokwayo.

Kuzo zonke izimboni, amabhizinisi athumela abenzeli be-AI ukuze baphathe ukugeleza komsebenzi okwake kwadinga amaqembu onjiniyela azinikele. Ukubuyisana kwama-invoyisi, ukulandelana kokugibela kwe-HR, ukucozululwa kwe-telemetry yemikhumbi, ukuhlanzeka kwedatha ye-CRM - imisebenzi ethinta inqwaba yezinhlelo futhi ifune ukubulawa okunembayo, okuphindaphindwayo. Enhliziyweni yalokhu kuthunyelwa kukhona umtoliki wegobolondo enza ngokuthula lokho abehlale ekwenza: ukwenza imiyalo, ukuphuma kwamapayipi, ukuphatha amafayela, nokuhlanganisa izinqubo ezihlukene ndawonye. I-ejenti inikeza ubuhlakani; I-Bash inikeza izandla.

Icala Le-Bash Njengengqalasizinda Yomenzeli

Ngesikhathi onjiniyela beqala ukwakha amapayipi okubiza amathuluzi amamodeli ezilimi ezinkulu, kwavela umbuzo ongokwemvelo: kufanele kubukeke kanjani ukusebenzelana kwamathuluzi? Izinhlaka zakuqala zahlolwa ngokubhaliswa komsebenzi we-Python, ukusonga kwe-REST API, nama-DSL angokwezifiso. Eziningi zalezi zindlela zisabalulekile. Kepha u-Bash ulondoloze amandla adonsela phansi aphikelelayo ngesizathu esisodwa esinamandla - sekukhona yonke indawo. Yonke iseva ye-Linux, sonke isiqukathi, wonke amapayipi e-CI/CD, sonke isikhathi sokusebenza sokusebenza kwamafu sinegobolondo. Asikho isinyathelo sokufaka, akukho ukuphathwa kokuncika, ayikho i-SDK yokuphina inguqulo.

Lokhu kutholakala kuyo yonke indawo kubaluleke kakhulu ekusebenzeni. I-ejenti ye-AI engasebenzisa imiyalo yegobolondo ingahlanganyela ngokushesha nesistimu yefayela, izinqubo zokuzala, ishayele ama-endpoints e-HTTP nge-curl, iphathe imisebenzi ye-cron, ihlaziye idatha ehleliwe nge-awk ne-jq, futhi ihlanganise ndawonye izinhlelo ezingafuneki. Indawo engaphezulu yalokho okungenzeka iyanda kakhulu uma iqhathaniswa nama-ejenti akhawulelwe kumasonga e-API akhethiwe. Isicelo esisodwa se-bash -c sivula lonke uchungechunge lwamathuluzi e-Unix — amashumi eminyaka esofthiwe ehlolwe impi esisingatha cishe yonke inkinga yokuguqulwa kwedatha ibhizinisi elizobhekana nayo.

Kukhona futhi ukuqondanisa okujulile phakathi kokuthi ama-ejenti acabanga kanjani mayelana nemisebenzi kanye nendlela amaskripthi egobolondo akhiwe ngayo. Kokubili kuhlukanisa imigomo eyinkimbinkimbi ibe izinyathelo ezilandelanayo. Kokubili kuncike ekuphumeni komsebenzi owodwa kube okokufaka kokulandelayo. Kokubili kufanele kuphathe i-branching enemibandela nezimo zamaphutha. Ama-ejenti aqeqeshwe kukhorasi yekhodi ebhalwe ngumuntu abone izigidigidi zemibhalo yegobolondo - aziqonda ngokujulile izisho ze-Bash, ngokuvamile ngendlela ethembeke kakhulu kunokuba aqonde izikimu ze-API zobunikazi.

"Igobolondo akubona ubuchwepheshe befa. Liyi-adaptha yendawo yonke phakathi kwamasistimu ahlakaniphile kanye neqiniso eliphathekayo lengqalasizinda yekhompyutha."

Ezokuphepha: Indawo Okungaxoxiswana Ngayo

Ukunikeza imodeli yolimi amandla okusebenzisa imiyalo yegobolondo, ukuyibeka kahle, kuwumngcele obalulekile wokuthembana. Amandla afanayo avezayo enza i-Bash isebenziseke kakhulu ku-automation esemthethweni ayenza ibe yingozi uma isetshenziswa kabi - kungaba ngokuhlaselwa komjovo osheshayo, imiyalo ekhohliwe, noma amaphutha alula okucabanga ngehora lesibili ekuseni. Ukwakha ama-ejenti asebenzisa amandla e-bash aphephile kudinga ukuphatha ukuphepha njengokucatshangelwa kwamuva kodwa njengesithiyo esiyinhloko sezakhiwo.

Amaphethini asebenza kahle kakhulu ahlukanisa ukukhiqizwa komyalo kusukela ekusebenzeni komyalo ngezinyathelo zokubuyekeza zomuntu noma zohlelo ezicacile. I-ejenti ingase ikhiqize umyalo wegobolondo lekhandidethi, obese ugunyazwa ngokumelene nohlu oluvunyelwe lwemisebenzi evunyelwe ngaphambi kokubulawa. Ukufinyelela kwesistimu yefayela kufanele kufinyelelwe kunkomba ethile. Amakholi enethiwekhi kufanele alinganiselwe futhi afakwe. Imisebenzi elimazayo - noma yini ehilela i-rm, ukwehliswa kwesizindalwazi, noma ukuguqulwa kwemininingwane eguquguqukayo - kufanele idinge izimpawu zokuqinisekisa ezicacile ezingakwazi ukukhiqizwa imodeli yodwa. Ukuthunyelwa kokukhiqiza okuningi kuphoqelela le mingcele ezingeni le-OS kusetshenziswa izikhala zamagama ze-Linux namaphrofayela e-seccomp, ngakho-ke ngisho nengqikithi ye-ejenti esengozini ayikwazi ukubalekela imvilophu yayo yokusebenza echaziwe.

Kuphinde kube nenkinga ecashile yokujova okukhiphayo. Lapho umenzeli efunda umphumela womyalo wegobolondo futhi ewusebenzisela ukwakha umyalo olandelayo, idatha enonya kumafayela noma izimpendulo ze-API ingaduna umyalo owakhiwayo. Izinqubo zenhlanzeko ezikhumula ama-metacharacts egobolondo kokokufaka okungathenjwa azikho ongakukhetha - zibaluleke kakhulu njengoba imibuzo ye-SQL enepharamitha ibinjalo enkathini yesicelo sewebhu. Amaqembu athatha lokhu ngokungathi sína kusukela osukwini lokuqala agwema ukulungisa kabusha okubizayo okukhungethe ukuthuthukiswa kwewebhu kwangaphambi kwesikhathi.

Amaphethini Asebenzayo: Ukusebenzelana Komenzeli Ohlelayo-Bash

Abasebenzi abakhiphe ama-ejenti anekhono le-bash esikalini bahlangane kumaphethini ezakhiwo amaningana abhalansisa ukuguquguquka nokwethembeka. Eyokuqala iphethini yephalethi yomyalo: kunokuvumela ukukhiqizwa kwegobolondo lefomu yamahhala, i-ejenti ikhetha kusethi ekhethiwe yezifanekiso ze-parameterized command. I-ejenti inquma imuphi umsebenzi okufanele wenziwe kanye naziphi izimpikiswano, kodwa ukwakheka komyalo ngokwawo akulokothi kwenziwe imodeli. Lokhu kunciphisa ngokumangalisayo indawo engaphezulu yamaphutha nezehlakalo zokuphepha kuyilapho kusasekela amakhulukhulu emisebenzi ehlukene.

Iphethini yesibili ukudalulwa kwekhono okuqhubekayo. Ukuthunyelwa kwama-ejenti amasha kuqala ngemisebenzi yokufunda kuphela — ukufaka kuhlu amafayela, isizindalwazi sokubuza, ukulanda izimpendulo ze-API. Imisebenzi yokubhala ivulwa ngokuqhubekayo njengoba i-ejenti ibonisa ukuziphatha okuthembekile kumongo ngamunye owandisiwe. Lokhu kukhombisa ukuthi izinhlangano ezinomthwalo wemfanelo ziwaphatha kanjani amalungelo okufinyelela abantu futhi kubonakale kuphumelela ekutholeni izimo ezibucayi ngaphambi kokuba zifinyelele ekukhiqizweni.

• Ukungabi namandla ngokuzenzakalelayo: Wonke umyalo owenziwe umenzeli kufanele uphephe ukusebenza kabili. Sebenzisa ukubhala kwamafayela e-athomu, ukufakwa kwedatha egciniwe esikhundleni sokufaka, futhi hlola-ngaphambi-ulungise amaphethini kulo lonke.
• Ukungena okuhleliwe: Thwebula i-stdin, i-stdout, i-stderr, amakhodi okuphuma, nezitembu zesikhathi zawo wonke ukukhishwa komyalo. Lo mzila wokuhlola ubalulekile ekulungiseni amaphutha nokuhambisana.
• Ukusetshenziswa kokuphela kwesikhathi: Imiyalo elenga unomphela ingamisa wonke amapayipi e-ejenti. Ukuphela kwesikhathi okunzima nokusakazwa kwamaphutha ahlanzekile akuxoxiswana ngakho ezinhlelweni zokukhiqiza.
• Amamodi we-Dry-run: Sebenzisa isendlalelo sokulingisa esichaza lokho umyalo uzokwenza ngaphandle kokuwusebenzisa. Ama-ejenti angasebenzisa lokhu ukuze azihlolele wona ngaphambi kokuba enze imisebenzi elimazayo noma ebizayo.
• Ukuhlukaniswa kwemvelo: Isicelo ngasinye somenzeli kufanele siqale esimweni esihlanzekile, esaziwayo semvelo. Okuguquguqukayo kwemvelo okuvuzayo phakathi kokugijima kuwumthombo ovamile weziphazamisi ezicashile.

Umthelela Womhlaba Wangempela: Lapho I-Bash Agents Ishintsha Ukusebenza Kwebhizinisi

Izinzuzo ezingabonakali zama-ejenti anamandla e-bash ziba ukhonkolo lapho zihlolwa ngokumelene nokugeleza komsebenzi kwangempela kwebhizinisi. Cabangela inkampani ephakathi nendawo ephethe izimoto ezingama-340. Ngaphambilini, ithimba labo lemisebenzi lalichitha cishe amahora angu-22 ngeviki lihlobanisa ngesandla amafayela e-GPS telemetry, amalogi okulungisa agcinwe njengama-CSV, namarekhodi okushintsha abashayeli athunyelwa kwamanye amazwe esuka kumasistimu amathathu ahlukene. Namuhla, ipayipi le-ejenti lisebenza njalo emahoreni ayisithupha, lingenisa lawa mafayela ngemiyalo yegobolondo, liwaguqule ngochungechunge lwezihlungi ze-awk ne-jq, lithola okudidayo, futhi liphushe izexwayiso ezihlelekile kudeshibhodi yeqembu. Amahora angu-22 amaviki onke abe ngu-4, futhi amazinga amaphutha esinyathelweni sokuhlanganisa ehle afinyelela kuqanda ngoba umenzeli usebenzisa ingqondo engaguquki ngaphandle kwamaphutha abangelwa ukukhathala ahlasele ukubuyekezwa mathupha.

Ku-HR kanye nezimo zokukhokhelwa, ama-ejenti anamandla ashintsha ukuhamba komsebenzi wokugibela. Ukunikeza isisebenzi esisha kuwo wonke amasistimu e-imeyili, ukulawula ukufinyelela, isofthiwe yokukhokhelwa, kanye namathuluzi angaphakathi kwadinga umxhumanisi athinte amaphaneli abalawuli ayisithupha ahlukene ezinsukwini ezimbalwa. Ngabenzeli be-bash abaphethe i-orchestration - ukwenza amakholi e-API aqinisekisiwe, ukuvuselela okufakiwe kwe-LDAP, ukucupha ukunikezwa kwemibhalo - inqubo efanayo manje iqeda ngaphansi kwemizuzu engu-20 ngesinyathelo esisodwa sokugunyazwa komuntu. Ezinkampanini ezikhula ngamaphesenti angama-30 noma angama-40 ngonyaka, lolu hlobo lokuzenzakalelayo aluyona into elula; kuyimfuneko yokukala ngaphandle kokukala inani labantu abaningi.

Amabhizinisi e-E-commerce asebenzisa amakhathalogi omkhiqizo anamashumi ezinkulungwane zama-SKU azuze ngokufanayo. Izibuyekezo zentengo ezake zidinge ukuthunyelwa kwenqwaba ye-CSV okwenziwa ngesandla, ukukhohliswa kwesipredishithi, nokuthekelisa kabusha kungasingathwa ama-ejenti abuka izimo ezicuphayo futhi asebenzise imiyalo yokubuyekeza ehlelwe ngokunembile — ethinta kuphela imigqa ehlangabezana nemibandela ethile, ukuloga lonke ushintsho, nokuhlehla ngokuzenzakalelayo uma amamethrikhi ahamba phansi ephambuka ebangeni elilindelekile phakathi nehora lokuqala lokuthunyelwe.

I-Mewayz kanye ne-OS Yebhizinisi Elinikwe Amandla

Amapulatifomu afana ne-Mewayz — ehlanganisa i-CRM, ama-invoyisi, i-HR, inkokhelo, ukuphathwa kwemikhumbi, izibalo, nokubhukha ohlelweni olulodwa lokusebenza lwebhizinisi — kumelela ngokunembile uhlobo lwendawo lapho abenzeli abanekhono le-bash balethe izinzuzo ezihlanganisiwe. Ngamamojula angu-207 akhiqiza ukusakazwa kwedatha okuxhumene, inselele akukhona ukugcina ulwazi kodwa ukwenza ngokuvumelana nalo kuzo zonke izimo. Okudidayo kwe-invoyisi kungase kulandelele emuva kusibuyekezo serekhodi le-CRM, inkinga yesikhathi sokukhokhelwa, kanye nokubambezeleka kokulungiswa kwemikhumbi - amamojula amathathu, izendlalelo zedatha ezintathu, imbangela eyodwa eyinhloko.

Lapho ama-ejenti akwazi ukunqamula lokhu kuxhumana ngokubuza imibuzo yedatha yeleveli yegobolondo, amarekhodi ereferensi, kanye nokucupha izenzo eziqondene nemojuli ethile ngokusebenzisa ukuxhumana komyalo okuchazwe kahle, i-OS yebhizinisi iba nobuhlakani bangempela kunokuba nje iphelele. Izakhiwo ze-Mewayz, ezinikeza abasebenzisi abangu-138,000 kuzo zonke izinhlobo zebhizinisi ezihlukene, izinzuzo ezivela ku-ejenti ye-orchestration layers ekhuluma ulimi olujwayelekile lwemiyalelo yegobolondo - ngoba lawo ma-ejenti angakwazi ukusebenzisana nawo wonke amasistimu ayisisekelo ngaphandle kokudinga ukuhlanganiswa ngokwezifiso kwemojula ngayinye kwangama-207.

Umphumela osebenzayo wabasebenzisi be-Mewayz uwukuzenzakalela okuzwakala sengathi kunomhlaziyi wokusebenza ongalali futhi ongakhohlwa umongo. Isistimu yokubhuka ethola izilinganiso zokukhansela ezingavamile, ibuza i-CRM yamasegimenti ekhasimende athintekile, amalogi okuxhumana akamuva ereferensi, ekhiqiza umbiko wokubuyisana, futhi yazisa ithimba elifanele — konke kuqalwa umenzeli ohlelayo osebenzisa uchungechunge oludidiyelwe lwemiyalo yegobolondo ngokumelene nesendlalelo sedatha ye-Mewayz. Lena akuyona inganekwane yesayensi; iqiniso lokusebenza elivelayo lamabhizinisi atshala imali kwingqalasizinda ye-ejenti eyakhelwe ezintweni zokuqala ezithembekile zokusebenza.

Isipiliyoni Sonjiniyela: Ukwenza ama-ejenti e-Bash Agcineke

Ukugxeka okukodwa okulethwe ku-bash-heavy automation ukuthi imibhalo yegobolondo iba yinto engalondolozeki ngokuhamba kwesikhathi — isaga esithi "ibhola lodaka" esingatolika umbhali wangempela kuphela. Lokhu kukhathazeka kusemthethweni kodwa kuyaxazululeka. Izinqubo ezifanayo ezenza izikripthi zegobolondo ezivamile zigcinwe zisebenza ngamandla amakhulu kuzimo zomenzeli. Isebenza ngaphezu kwemibhalo ye-monolithic. Amagama aguquguqukayo anencazelo. Amaphethini okuphatha amaphutha angaguquki. Imitapo yolwazi elawulwa yinguqulo enenguqulo ye-semantic.

Amaqembu aphumelele kakhulu aphatha amalabhulali e-ejenti yawo njengemikhiqizo yesofthiwe yesigaba sokuqala. Bagcina amasudi okuhlola aqinisekisa ukuziphatha komyalo ngokumelene nokokufaka okwaziwayo nokuphumayo okulindelekile. Babhala phansi imibandela kanye nemibandela ye-postconditions yawo wonke isifanekiso somyalo. Benza ukucwaningwa kwamabhuku okuvamile okuyala ama-ejenti ukuthi akunxenxe ekukhiqizeni, ayeke izifanekiso ezingasetshenzisiwe futhi aqinise lezo ezisetshenziswa njalo. Lesi siqondiso siguqula inkinga ye-"bash spaghetti" ibe isistimu ephethwe, eguqukayo.

Amathuluzi okubona sekukhule kakhulu ukuze kusekelwe lo msebenzi. Izingxenyekazi ze-ejenti zesimanje zikhipha ukulandelelwa okuhlelekile okubonisa imephu yesinqumo somenzeli ngamunye kumiyalelo yegobolondo ethile esiyiqalisile, okuphumayo okutholiwe, kanye nezinyathelo zokucabanga ezilandelayo. Uma kukhona okungahambi kahle - futhi kuma-automation ayinkimbinkimbi, izinto zizobheda - lokhu kulandelelwa kwenza ukuhlaziya imbangela yezimpande kuhambeke ngemizuzu esikhundleni samahora. Ukutshalwa kwezimali kungqalasizinda yokugawulwa kwemithi nokulandela umkhondo kubuyisela izikhathi eziningi ekunciphiseni ukulungisa amaphutha kuyo yonke impilo yokuthunyelwa komenzeli wokukhiqiza.

Sibheke Phambili: I-Shell Njenge-Agent Interface Standard

Njengoba abenzeli be-AI beba izingxenye ezijwayelekile kuzitaki zesofthiwe yebhizinisi, umbuzo wokumiswa kokusetshenziswa kubonwa unzima. Inqwaba yezinhlaka ziyaqhudelana ukuze zichaze ukuthi ama-ejenti athola futhi awasebenzise kanjani amakhono. I-REST, i-GraphQL, izikimu zokubiza umsebenzi, izivumelwano ze-MCP - isimo sezwe sihlukanisiwe. Kodwa ngaphansi kwakho konke lokhu, ukusetshenziswa kwezinga legobolondo kusalokhu kuyisiqephu esivamile esithinta yonke indlela ekugcineni.

Lokhu kuphakamisa ukuthi ukutshalwa kwezimali okujulile ekuxhumaneni kwamagobolondo ahlanzekile, abhalwe kahle, aqinile, aqiniswe ukuvikeleka kwezinhlelo zebhizinisi akusona isinqumo sesu esifushane kodwa esiyisu sesikhathi eside. Izinhlangano ezakha izendlalelo zemiyalo eziqinile namuhla zizozithola zihambisana nanoma yiliphi izinga le-orchestration ye-ejenti elivela livelele - ngoba lonke uhlaka lwe-ejenti olubalulekile luzodinga ukwenza imiyalo engqalasizinda yangempela, futhi leyo ngqalasizinda ikhuluma isi-Bash.

Amabhizinisi azohola imikhakha yawo ekusebenzeni kahle eminyakeni eyishumi ezayo akuwona lawo anesabelomali esikhulu se-AI noma amamodeli athuthuke kakhulu. Yibo abakha ingqalasizinda yokusebenza ehlelekile eyenza i-automation ehlakaniphile ithembeke, ifundeke, futhi ithuthuke ngokuqhubekayo. Kuleyo ngqalasizinda, igobolondo - lasendulo, elihlolwe impi, elikhona emhlabeni wonke - lizohlala lapho lalihlala likhona: esisekelweni sayo yonke into esebenza ngempela.

Imibuzo Evame Ukubuzwa

Kungani abenzeli be-AI bethembele ku-Bash esikhundleni sezilimi zokubhala zesimanje?

I-Bash inamashumi eminyaka wamathuluzi ahlolwe impi, ukutholakala kwendawo yonke kumasistimu e-Unix, kanye nefilosofi ehlanganisekayo ebonisa ngokwemvelo ukuthi ama-agent ahlanganisa kanjani imisebenzi ndawonye. Isakhiwo sayo esisekelwe ngamapayipi sivumela ama-ejenti ukuthi ahlele ukugeleza komsebenzi okuyinkimbinkimbi ngaphandle kokusungula kabusha ingqalasizinda. Izilimi zesimanje zinikeza ukusebenziseka, kodwa ukutholakala yonke indawo kwe-Bash kanye nokuqondile kwayo kuyenza ibe yisimiso esisebenzayo sezendlalelo zokusebenzisa ezizimele ekusetshenzisweni komhlaba wangempela.

Iziphi izinhlobo zemisebenzi i-ejenti ye-AI engayenza ngokuzenzakalela isebenzisa umbhalo wegobolondo?

Cishe noma yini eyenziwa u-opharetha ongumuntu kutheminali: ukukhohliswa kwefayela, amakholi e-API nge-curl, ukuphathwa kwenqubo, ukuguqulwa kwedatha, amapayipi okusebenzisa, nokuqapha isistimu. Ama-ejenti asebenza ezinkundleni ezifana ne-Mewayz — i-OS yebhizinisi enamamojula angu-207 ngo-$19/mo (app.mewayz.com) — asebenzisa i-automation yeleveli yegobolondo ukuze axhumanise ukuhamba komsebenzi kukho konke ukumaketha, i-CRM, i-e-commerce, kanye nokusebenza ngaphandle kokudinga ikhodi yangokwezifiso kukho konke ukuhlanganiswa.

Ingabe i-Bash scripting iphephile ukuthi ingasetshenziswa njengesendlalelo sokwenza i-ejenti ye-AI?

Ukuphepha kuncike ngokuphelele ku-sandboxing, kuhlelo lwemvume, nokuqinisekisa okokufaka. Ukubulawa kwegobolondo elingagadiwe kuyindawo ebalulekile yokuhlasela - umjovo womyalo uhlala ukhathaza kakhulu. Izinhlaka zama-ejenti eziklanywe kahle zikhawulela imiyalo etholakalayo, ziqhuba izinqubo ezindaweni ezingazodwa, futhi zidinga ukugunyazwa okusobala kwemisebenzi elimazayo. Ngaso sonke isikhathi phatha imiyalo yegobolondo ekhiqizwe umenzeli njengokufakwayo okungathenjwa kuze kube yilapho ibuyekezwa ngaphakathi komongo wokusebenzisa olawulwayo.

Ingabe ngidinga ulwazi olujulile lwe-Bash ukuze ngakhe noma ngisebenzise ama-agent e-AI namuhla?

Akunjalo. Amapulatifomu amaningi e-ejenti akhipha isendlalelo segobolondo ngokuphelele, aveze izinto zokuqala ezisezingeni eliphezulu. Amathuluzi afana ne-Mewayz (app.mewayz.com) ivumela abasebenzisi abangebona abezobuchwepheshe benze imisebenzi yebhizinisi ngokuzenzakalelayo kuwo wonke amamojula angama-207 ngaphandle kokubhala umyalo owodwa wegobolondo. Sesikushilo lokho, ukuqonda okuyisisekelo kwe-Bash kusiza lapho ususa amaphutha ekuziphatheni komenzeli, ukwenza ngendlela oyifisayo amapayipi ezishintshayo, noma ukunweba amakhono enkundla ngaphezu kwalokho okuhlinzekwa ngamamojula akhiwe kusengaphambili.