just-bash: Bash ka ɲɛsin Agentw ma

Mun na Shell Scripting kɛra bi AI cidenw kɔkolo ye

Yɛlɛma lafiyalen dɔ bɛ ka kɛ bi AI sitɛmuw ka ɲɔgɔndan polisilenw jukɔrɔ . Hali ni baro fanba minnu bɛ kɛ hakililata kan, olu sinsinnen bɛ modɛli paramɛtiriw kan, sigida finɛtiriw, ani teliya injiniyɛri kan, ɲininkali nafama min ye ko cidenw bɛ fɛnw kɛ cogo min na tiɲɛ na, o bɛ to ka segin o jaabi kelen kan min tɛ ɲɛnajɛ ye: Bash. Unix shell majiginlen, min dabɔra san 1989, o kɛra de facto execution layer ye yɛrɛmahɔrɔnya porogaramuw cidenw bɔnsɔn kura bolo — ani faamuyali mun na o bɛ fɛn nafama dɔ jira otomatiki yɛrɛ cogoya la.

Sɛnɛko siratigɛ la , jagokɛlaw bɛ ka AI cidenw bila senkan walasa ka baarakɛcogo ɲɛnabɔ minnu tun bɛ ɛntɛrinɛti jɛkuluw de wajibiya fɔlɔ . Fatura bɛnkan, HR onboarding sequences, fleet telemetry parsing, CRM data hygiene — baara minnu bɛ maga sistɛmu tan ni caman na ani ka waleyali tigitigi ɲini, min bɛ se ka segin-ka-bɔ. O baarakɛcogo fanba kɔnɔko ye shell interpreter ye min bɛ a ka baara kɛ tuma bɛɛ ni dususuma ye: cikanw waleyali, bɔli pipe, dosiyew ɲɛnabɔli, ani taabolo danfaralenw nɔrɔli ɲɔgɔn na. Ciden bɛ hakili di; Basi bɛ bolow di.

Basi ka ko kɛlen bɛ i n' a fɔ ciden infɔrɔmasiko

Ni ɛntɛrinɛti injiniyɛriw ye baarakɛminɛn weleli pibilikiw jɔli daminɛ fɔlɔ kanko misalibaw kama , ɲininkali dɔ bɔra kɛnɛ kan : baarakɛminɛnw ɲɔgɔndan ka kan ka kɛ cogo di ? Framework fɔlɔw ye Python baarakɛcogo sɛbɛnniw, REST API wrappers ani DSL customs (daɲɛw labɛncogo) kɔrɔbɔ. O fɛɛrɛ caman nafa ka bon hali bi. Nka Bash ye girinya-taama basigilen mara kun kelen na min ka bon kosɛbɛ — a bɛ yɔrɔ bɛɛ kaban. Linux baarakɛminɛn bɛɛ, minɛn bɛɛ, CI/CD pipeline bɛɛ, sankaba baarakɛcogo bɛɛ bɛ ni shell ye. Installation step tɛ yen, dependency management tɛ yen, SDK tɛ version-pin la.

O yɔrɔ bɛɛ sɔrɔli in nafa ka bon kosɛbɛ waleyali la. AI ciden min bɛ se ka shell cikanw wele, o bɛ se ka teliya ka jɛɲɔgɔnya kɛ ni dosiye sitɛmu ye, ka taabolo spawn, ka HTTP labanyɔrɔw wele curl fɛ, ka cron baara ɲɛnabɔ, ka data structured parse ni awk ni jq ye, ani ka cakɛda don ɲɔgɔn na ni porogaramuw ye minnu tɛ a yɛrɛ sago ye. Fɛn min bɛ se ka kɛ, o yɔrɔ bɛ bonya kosɛbɛ ni i y’a suma ni cidenw ye minnu dan ye API dafalenw maralenw ye. bash -c weleli kelen bɛ Unix baarakɛminɛnw bɛɛ da wuli — san tan caman kɛlɛ-kɔrɔbɔli porogaramuw minnu bɛ ɲɔgɔn fɛ ka kunnafonidilanw jiginni gɛlɛya bɛɛ lajɛlen ɲɛnabɔ jagokɛla bɛna min sɔrɔ.

Bɛnkanba fana bɛ cidenw ka hakilinata kɛcogo ni shell sɛbɛnniw labɛncogo cɛ . U fila bɛɛ bɛ laɲini gɛlɛnw tiɲɛ ka kɛ senna-tɛgɛrɛw ye minnu bɛ tugu ɲɔgɔn na. U fila bɛɛ bɛ u jigi da baara kelen bɔli kan ka kɛ baara nata ka donta ye. U fila bɛɛ ka kan ka boloci cogoya ni fili cogoyaw ɲɛnabɔ. Agent minnu kalanna hadamadenw ka kode sɛbɛnnenw ka corpus kan, olu ye shell script miliyari caman ye — u bɛ Bash daɲɛw faamuya kosɛbɛ, tuma caman na, u bɛ da u kan ka tɛmɛ u ka API schemas propriétaires faamuyali kan.

ye

"Sɛri tɛ fɛɛrɛ kɔrɔlen ye. A ye diɲɛ bɛɛ ka ladamu ye sigida hakilitigiw ni ɔridinatɛri infɔrɔmasiko tiɲɛni farikoloma cɛ."

ye

Lakanali : Daminɛyɔrɔ min tɛ bɛnkan ye

Ka se ka kanko misali dɔ di a ma ka se ka shell cikanw kɛ ni a yɛrɛ sago ye , n’an b’ a fɔ nɔgɔya la , o ye dannaya dancɛba ye . O fɔcogo fanga kelen min b’a to Bash nafa ka bon kosɛbɛ otomatiki sariyalen na, o b’a kɛ farati ye n’a kɛra baara jugu ye — a kɛra pikiri binkanni teliya ye, cikanw ye minnu bɛ kɛ ni hakili ye, walima hakilina fili nɔgɔmanw fɛ sɔgɔma fila waati. Bash-powered agents lakananenw jɔli bɛ lakana jate i n’a fɔ miiri kɔfɛ, nka i n’a fɔ fɛn dilanni gɛlɛya fɔlɔ.

Pattern minnu bɛ baara kɛ kosɛbɛ, olu bɛ cikan bɔli ni cikan waleyali fara ɲɔgɔn kan ni hadamaden walima porogaramu seginnkanni taabolo jɛlenw ye. Agent dɔ bɛ se ka kandida shell cikan dɔ bɔ, o kɔfɛ, o bɛ tiɲɛ ka kɛɲɛ ni baarakɛcogo yamaruyalenw ka allowlist ye sani a ka kɛ. File system sɔrɔli ka kan ka kɛ ka ɲɛsin ɲɛbila kɛrɛnkɛrɛnnenw ma. Réseau weleli ka kan ka kɛ hakɛ dantigɛlen ye ani ka sɛbɛn. Tiɲɛni baara — fɛn o fɛn bɛ tali kɛ rm, kunnafonidilanw jigincogo, walima seereyaw jiginni — ka kan ka dantigɛli taamasiyɛn jɛlenw de wajibiya minnu tɛ se ka dilan modeli kelen fɛ. Sɛnɛfɛnw bilali caman bɛ o dancɛw waleya OS taabolow la ni Linux tɔgɔdayɔrɔw ni seccomp profiles ye, o la hali ciden ka sigida min tiɲɛna, o tɛ se ka bɔ a ka baarakɛcogo ɲɛfɔlen kɔnɔ.

bɔli pikiri gɛlɛya min ka nɔgɔn fana . Ni ciden ye shell cikan dɔ jaabi kalan k’a kɛ ka cikan nata dilan, kunnafoni jugu minnu bɛ dosiyew kɔnɔ walima API jaabiw kɔnɔ, olu bɛ se ka cikan min bɛ jɔ, o minɛ. Saniyali kɛcogo minnu bɛ shell metacharacters bɔ donnafɛnw na minnu tɛ dannaya sɔrɔ, olu tɛ ŋaniyata ye — u ye fɛn jɔnjɔnw ye i n’a fɔ SQL paramɛtiri ɲininkaliw tun bɛ cogo min na ɛntɛrinɛti baarakɛminɛnw waati la. Ekipu minnu bɛ nin ko in furakɛ kosɛbɛ kabini tile fɔlɔ, olu b’u yɛrɛ tanga kɔfɛla sɔngɔ gɛlɛnw ma minnu ye ɛntɛrinɛti yiriwali daminɛ tɔɔrɔ.

Pattern minnu bɛ baara kɛ : Agent-Bash jɛɲɔgɔnyaw sigicogo

Baarakɛlaw minnu ye bash-capable agents bila sen kan sɛgɛsɛgɛli la , olu ye ɲɔgɔn sɔrɔ fɛn dilanni cogoya caman kan minnu bɛ balansi don sɛgɛsɛgɛli ni dannaya la . Fɔlɔ ye cikan palɛti misali ye : sanni a ka sira di hɔrɔnya-sɛbɛnw bɔli ma, ciden bɛ sugandili kɛ ka bɔ cikan misali paramɛtiriw kulu kura kɔnɔ. Ciden b’a latigɛ baara jumɛn bɛna kɛ ani ni sɔsɔli jumɛnw ye, nka cikan yɛrɛ jɔcogo tɛ modeli-dabɔ abada. O bɛ dɔ bɔ kosɛbɛ filiw ni lakanako kɛlenw sanfɛla la k’a sɔrɔ a bɛ baara danfaralen kɛmɛ caman dɛmɛ hali bi.

taamasenɲɛ filanan ye seko jirali ye min bɛ taa ɲɛ . Agent kura bilali bɛ daminɛ ni kalan dɔrɔn baarakɛcogo ye — dosiyew lisɛli, kunnafonidilanw ɲininkali, API jaabiw sɔrɔli. Sɛbɛnni baarakɛcogo bɛ da Yɛlɛ dɔɔnin dɔɔnin ni ciden bɛ kɛwale dannamɔgɔ jira sigida bonyalen kelen-kelen bɛɛ la. O b’a jira cogo min na jɛkulu minnu bɛ baara kɛ ni kunkanbaaraw ye, olu bɛ hadamadenw ka sɔrɔko nafaw ɲɛnabɔ, wa a y’a jira ko a bɛ se ka kɛ sababu ye ka dakunw minɛ sanni u ka se sɛnɛko ma.

• Idempotency by default : ciden ka cikan bɛɛ ka kan ka kɛ lakana ye walasa ka baara kɛ siɲɛ fila . Baara kɛ ni atomi file sɛbɛnniw ye, database upserts sanni ka don inserts, ani check-before-modify patterns bɛɛ kɔnɔ.
• Jɛkulu sigicogo : stdin , stdout , stderr , bɔli kode , ani waati taamasiyɛnw minɛ cikan waleyali bɛɛ la . Nin jatebɔ sira in nafa ka bon kosɛbɛ debugging ni compliance la.
• Waati tɛmɛnen labatoli : cikan minnu bɛ jɛngɛ waati dafabali la , olu bɛ se ka cidenw ka pibilikiw bɛɛ jɔ . Waati tɛmɛnen gɛlɛnw ni fili saniyalenw jɛnsɛnni ye, olu tɛ se ka fɔ ka ɲɛsin fɛn dilanni siratigɛw ma.
• Dry-run modes : Ka simulation layɛrɛ dɔ waleya min bɛ cikan dɔ bɛna min kɛ k' a sɔrɔ a ma kɛ , o ɲɛfɔ . Cidenw bɛ se ka baara kɛ n’o ye walasa k’u yɛrɛ jateminɛ sanni u k’u yɛrɛ bila baara tiɲɛniw walima musakabaw la.
• lamini danfara : ciden weleli kelen-kelen bɛɛ ka kan ka daminɛ sigida cogoya saniyalen na , min dɔnna . Lamini fɛn caman sɛgɛsɛgɛli boliw ni ɲɔgɔn cɛ, o ye buguri nɔgɔlenw sɔrɔyɔrɔ ye min bɛ sɔrɔ tuma caman na.

Diɲɛ lakika nɔfɛkow : Basi cidenw bɛ ka jago baarakɛcogo Changer yɔrɔ min na

Bash-powered agents nafa abstrait bɛ kɛ concrete ye ni u sɛgɛsɛgɛra ka kɛɲɛ ni jagokɛcogo lakikaw ye. Aw ye jateminɛ kɛ fɛnw ladonni baarakɛyɔrɔ cɛmancɛ la min bɛ mobili 340 ɲɛminɛ. Fɔlɔ, u ka baarakɛjɛkulu tun bɛ sanga 22 ɲɔgɔn kɛ dɔgɔkun kɔnɔ ka GPS telemetriki dosiyew, ladonni sɛbɛnw minnu maralen don i n’a fɔ CSV, ani bolifɛntigiw ka jiginni sɛbɛnw minnu bɛ taa ni u ye ka bɔ sistɛmu saba danfaralenw na, olu ni ɲɔgɔn cɛ bolo la. Bi, agent pipeline dɔ bɛ baara kɛ sanga wɔɔrɔ o sanga wɔɔrɔ, ka o dosiye ninnu minɛ shell cikanw fɛ, k’u sɛmɛntiya awk ni jq filɛriw fɛ, ka anomaliw kɔlɔsi, ka lasɔmini sigilenw gɛrɛ ekipu ka dashboard la. Dɔgɔkun lɛrɛ 22 kɛra 4 ye, wa fili hakɛ minnu kɛra jɛɲɔgɔnya taabolo la, olu jigira ka se zeru kɛrɛfɛ bawo ciden bɛ hakilina basigilenw waleya k’a sɔrɔ filiw ma kɛ minnu bɛ sɔrɔ sɛgɛn fɛ minnu ye bololabaara seginnkanni tɔɔrɔ.

HR ni sarako siratigɛ la, ciden minnu bɛ se ka shell kɛ, olu bɛ ka onboarding baarakɛcogo caman sɛmɛntiya. Baarakɛla kura labɛnni imɛri sitɛmuw kɔnɔ, dondaw kɔlɔsili, sarako porogaramuw, ani kɔnɔna baarakɛminɛnw, siɲɛ kelen, o tun b’a ɲini ɲɛmɔgɔ dɔ fɛ a ka maga ɲɛmɔgɔyaso suguya wɔɔrɔ la tile damadɔ kɔnɔ. Ni bash cidenw bɛ orchestration ɲɛnabɔ — ka API weleli lakikaw kɛ, ka LDAP sɛbɛnniw sɛmɛntiya, ka provisioning scripts daminɛ — o baara kelen bɛ ban sisan miniti 20 jukɔrɔ ni hadamaden ka sɔnni senfɛta kelen ye. Kɔnpɔsi minnu bɛ bonya ni kɛmɛsarada la 30 walima 40 ye san o san, nin otomatiki sugu tɛ ko nɔgɔn ye; o ye fɛn ye min ka kan ka kɛ ka kɔn sɛgɛsɛgɛli ɲɛ k' a sɔrɔ a ma kɛ ni kunkolo jate ye ka kɛɲɛ ni ɲɔgɔn ye .

E-jagokɛlaw minnu bɛ fɛn dilannenw ka gafew ɲɛminɛ ni SKU ba tan ni tan ye, olu fana ye nafa sɔrɔ o cogo kelen na. Sɔngɔko kura minnu tun bɛ CSV caman bɔli wajibiya bolo la, jatebɔsɛbɛnw sɛgɛsɛgɛli, ani fɛnw doncogo kura, olu bɛ se ka ɲɛnabɔ cidenw fɛ minnu bɛ fɛnw bilali cogoyaw kɔlɔsi ani ka fɛnkurabɔli cikanw kɛ minnu hakɛ bɛ se ka kɛ tigitigi — ka maga jirisunw dɔrɔn na minnu bɛ sariya kɛrɛnkɛrɛnnenw dafa, ka fɛn caman sɛgɛsɛgɛ fɛn caman Changement (Yɛlɛma) bɛɛ sɛbɛn, ani ka segin kɔ u yɛrɛma ni duguma jateminɛw bɛ bɔ yɔrɔw la minnu bɛ makɔnɔ lɛrɛ fɔlɔ kɔnɔ baara bilali kɔfɛ.

Mewayz ni jagokɛla OS min bɛ baara kɛ ni ciden ye

Platifɔmu minnu bɛ i n’a fɔ Mewayz — minnu bɛ CRM, fatura, HR, sarako, kurunbokari, jateminɛ, ani jatebɔ fara ɲɔgɔn kan ka kɛ jagokɛyɔrɔ kelen ye — o bɛ sigida sugu jira tigitigi, bash-capable agents bɛ seginkanni kɛ yɔrɔ min na. Ni modulu 207 bɛ kunnafonidilanw bɔ minnu bɛ ɲɔgɔn kan, gɛlɛya tɛ kunnafoniw marali ye nka ka wale kɛ u kan cogo jɛlen na sigidaw kɔnɔ. Faturako gɛlɛya dɔ bɛ se ka segin CRM sɛbɛnni kurayali la, sarako waati ko dɔ, ani kurunbonkarila ladonni waati latɛmɛni — modulu saba, kunnafonidilan saba, sababu kelen.

| Mewayz ka fɛn dilanni, n’o bɛ baara kɛ ni baarakɛla 138.000 ye jago suguya caman na, o bɛ nafa sɔrɔ ciden orchestration layers la minnu bɛ shell cikanw diɲɛ kan fɔ — bawo o cidenw bɛ se ka jɛɲɔgɔnya kɛ ni sistɛmu jukɔrɔla bɛɛ ye o kɔfɛ k’a sɔrɔ u ma wajibiya ka kɛɲɛ ni ladamu jɛ-ka-baara ye modulu 207 kelen-kelen bɛɛ la.

Mewayz baarakɛlaw ka nɔ ɲuman ye otomatiki ye min bɛ kɛ i n’a fɔ baarakɛcogo sɛgɛsɛgɛlikɛla dɔ bɛ yen min tɛ sunɔgɔ abada, wa a tɛ ɲinɛ contexte kɔ abada. Jatebɔ sira min bɛ fɛnw tiɲɛni hakɛw dɔn minnu tɛ deli ka kɛ, ka CRM ɲininka kiliyanw ka yɔrɔw la minnu tɔɔrɔla, ka kunnafonidisɛbɛn kɔsa in na, ka bɛnkansɛbɛn dɔ labɛn, ka bɛnkansɛbɛn dɔ labɛn, ka jɛkulu min ɲɛsinnen don o ma, o ladɔnniya — o bɛɛ bɛ daminɛ waati bolodacogo ciden dɔ fɛ min bɛ shell cikanw sigiyɔrɔma jɛlen dɔ kɛ ka ɲɛsin Mewayz ka kunnafonidilanw ma. Nin tɛ dɔnniyako ye; o ye baarakɛcogo tiɲɛ ye min bɛ ka bɔ kɛnɛ kan jagokɛlaw fɛ minnu bɛ wari bila cidenw ka infrastructures (jiriw ka infrastructures) la minnu jɔlen bɛ execution primitives (daɲɛw) kan minnu bɛ se ka da u kan.

Developpeur ka ko kɛlen : Bash Agents kɛli bɛ se ka mara

Kɔrɔfɔli kelen min kɛra bash-heavy automation kan, o ye ko shell sɛbɛnniw bɛ kɛ fɛn ye min tɛ se ka ladon waati tɛmɛnen kɔfɛ — ntalen "ball of mud" min bɛ se ka kɔrɔfɔ sɛbɛnbaga fɔlɔ dɔrɔn fɛ. O haminanko in bɛnnen don nka a bɛ se ka ɲɛnabɔ. O wale kelen minnu bɛ kɛ sababu ye ka shell scripts kɔrɔlenw mara, olu bɛ baara kɛ ni fanga ye min ka bon kosɛbɛ hali ka tɛmɛn o kan agent contextes kɔnɔ. Baarakɛcogo minnu bɛ kɛ sɛbɛnnibolo kelenw kan. Kɔrɔ bɛ fɛn caman sɛgɛsɛgɛli tɔgɔw la. Misaliw ɲɛnabɔcogo minnu bɛ kɛ tuma bɛɛ. Cikan gafemarayɔrɔ minnu bɛ kɔrɔsi ni sɛgɛsɛgɛli ye ni kɔrɔko sɛgɛsɛgɛli ye.

Ekipu minnu ye ɲɛtaa sɔrɔ kosɛbɛ, olu b’u ka cidenw ka cikan gafemarayɔrɔw jate i n’a fɔ porozɛw fɔlɔw. U bɛ sɛgɛsɛgɛli-suitew mara minnu bɛ cikan kɛcogo sɛgɛsɛgɛ ka kɛɲɛ ni donnakow ni bɔli makɔnɔnenw ye. U bɛ sarati fɔlɔw ni sarati kɔfɛtaw sɛbɛn cikan-sɛbɛn kelen-kelen bɛɛ kama. U bɛ jateminɛw kɛ tuma bɛɛ, cidenw bɛ cikan minnu wele tiɲɛ na baarakɛcogo la, ka misali minnu ma baara kɛ, olu bɛ lafiɲɛbɔ ani ka minnu bɛ baara kɛ tuma caman na, olu gɛlɛya. O kololi in bɛ "bash spaghetti" gɛlɛya sɛmɛntiya ka kɛ sigida ɲɛnabɔlen ye, min bɛ se ka wuli.

Kɔlɔsili baarakɛminɛnw kɔgɔra kosɛbɛ walasa ka nin baara in dɛmɛ . Bi ciden-platifɔmuw bɛ taamasiyɛnw bɔ minnu bɛ sigi sen kan minnu bɛ ciden ka latigɛ hakilitigi kelen-kelen bɛɛ karti ka kɛɲɛ ni shell cikan kɛrɛnkɛrɛnnenw ye a ye minnu daminɛ, bɔli minnu sɔrɔla, ani hakilinata taabolo minnu bɛ tugu o kɔ. Ni fɛn dɔ ma ɲɛ — wa otomatiki gɛlɛnw na, fɛnw bɛna tiɲɛ — o taamasiyɛnw bɛ kɛ sababu ye ka jirisunw sɛgɛsɛgɛli kɛ fɛn ye min bɛ se ka ɲɛnabɔ miniti damadɔ kɔnɔ sanni ka kɛ lɛrɛ caman kɔnɔ. Nafolo min bɛ don yiritigɛ ni tugu-tugu-minɛnw labɛnni na, o bɛ sara siɲɛ caman ka tɛmɛn debugging overhead dɔgɔyali kan, fɛn dilannikɛla dɔ bilali ɲɛnamaya kɔnɔ.

Ka ɲɛsin ɲɛfɛla ma : Shell as Agent Interface Standard

Ni AI cidenw bɛ kɛ fɛnw ye minnu bɛ kɛ ka kɛɲɛ ni sariya ye jagokɛlaw ka porozɛw kuluw kɔnɔ, ɲininkali bɛ kɛ fɛn ye min bɛ tali kɛ fɛnw na minnu bɛ tali kɛ ɲɔgɔn na. Kalanbolo tan ni caman bɛ ka ɲɔgɔn sɔrɔ walasa ka cidenw bɛ sekow sɔrɔ cogo min na ani k’u wele cogo min na, olu ɲɛfɔ. REST, GraphQL, baarakɛcogo-wele-schemas, MCP protocoles — dugukolo-yɔrɔ bɛ tila-tila. O bɛɛ n’a ta ninnu bɛɛ jukɔrɔ, shell-level execution tora substrat commun ye, fɛɛrɛ bɛɛ bɛ laban ka maga min na.

O b’a jira ko wari bilali jugumanba kɛli shell interfaces saniyalenw na, minnu sɛbɛnnen don koɲuman, minnu lakananen don, jagokɛlaw ka sigidaw kama, o tɛ fɛɛrɛko latigɛ ye min bɛ kɛ waati kunkurunnin kɔnɔ, nka o ye fɛɛrɛtigɛ ye min bɛ kɛ waati jan kɔnɔ. Jɛkulu minnu bɛ cikan layɛrɛ barikamaw jɔ bi, olu bɛna a ye k’u bɛ bɛn ni agent orchestration standard fɛn o fɛn ye min bɛ bɔ fanga la — bawo agent framework gɛlɛn bɛɛ mago bɛna kɛ ka cikanw kɛ infrastructure lakikaw kan, wa o infrastructure bɛ Bash fɔ.

Jagokɛlaw minnu bɛna u ka seko ni dɔnko ɲɛminɛ baarakɛcogo ɲuman na san tan nataw kɔnɔ , olu tɛ wajibi ye , minnu ka AI baarakɛnafolo ka bon kosɛbɛ walima minnu ka misaliw ka ca kosɛbɛ . U de bɛ ka waleyali infɔrɔmasiko kololen jɔ min bɛ otomatiki hakilitigi kɛ dannaya ye, min bɛ se ka jateminɛ, ani min bɛ se ka ɲɛtaa sɔrɔ tuma bɛɛ. O fɛnsɔrɔsiraw kɔnɔ, bɔgɔdaga — kɔrɔlen, kɛlɛ kɔrɔbɔlen, diɲɛ bɛɛ ta — bɛna to a tun bɛ yɔrɔ min na tuma bɛɛ tigitigi : fɛn o fɛn bɛ boli tiɲɛ na, o bɛɛ jusigilan na.

Ɲininkali minnu bɛ kɛ tuma caman na

Mun na AI cidenw bɛ u jigi da Bash kan sanni u ka bi sɛbɛnnikɛlanw kan minnu ka ca ?

Bash bɛ ni baarakɛminɛnw ye minnu kɔrɔbɔra kɛlɛ la san tan caman kɔnɔ, a bɛ sɔrɔ diɲɛ bɛɛ kɔnɔ Unix sitɛmuw kan, ani hakilila min bɛ se ka labɛn min bɛ kariti kɛ a yɛrɛ la cogo min na cidenw bɛ baara kɛ cakɛda la ɲɔgɔn fɛ. A ka pipe-based architecture b’a to cidenw bɛ baarakɛcogo gɛlɛnw labɛn k’a sɔrɔ u ma fɛnsɔrɔsiraw da kokura. Bi kanw bɛ nɔgɔya di, nka Bash ka yɔrɔ bɛɛ n’a tilennenya b’a kɛ default ye min bɛ se ka kɛ yɛrɛmahɔrɔnya waleyali layɛrɛw ye diɲɛ kɔnɔ baarakɛcogo lakikaw la.

AI ciden bɛ se ka baara sugu jumɛnw kɛ otomatiki la tiɲɛ na ni shell scripting ye ?

A bɛ se ka fɔ ko hadamaden baarakɛla bɛ fɛn o fɛn kɛ terminal kɔnɔ : dosiyew sɛgɛsɛgɛli, API weleli curl fɛ, baarakɛcogo ɲɛnabɔli, kunnafonidilanw jiginni, deployment pipelines, ani system monitoring. Agent minnu bɛ baara kɛ plateformew kan i n’a fɔ Mewayz — jago OS min bɛ modulu 207 na $19/mo (app.mewayz.com) — olu bɛ baara kɛ ni otomatiki ye min bɛ se ka kɛ shell-level automation ye walasa ka baarakɛcogo ɲɛnabɔ jago, CRM, e-commerce, ani baarakɛcogo bɛɛ la k’a sɔrɔ u ma kode ladamu wajibiya jɛ-ka-baara bɛɛ la.

Yala Bash sɛbɛnnikɛlan lakananen don ka kɛ AI ciden waleyali layɛrɛ ye wa ?

Lakanali bɛ bɔ cɛncɛn na, yamaruya hakɛ jateminɛni, ani donnakow tiɲɛni de la pewu. Kɔnɔnafili min ma kɔlɔsi, o ye binkanni-yɔrɔba ye — cikan pikiri bɛ to haminankoba ye. Agent frameworks minnu dilannen don ka ɲɛ, olu bɛ dan sigi cikanw na minnu bɛ sɔrɔ, ka taabolo kɛ sigidaw la minnu yɔrɔ ka jan, wa u bɛ sɔnni jɛlen de wajibiya tiɲɛni baara kama. Tuma bɛɛ ka cidenw ka shell cikanw minɛ i n’a fɔ donnakow minnu tɛ da u la fo ka se u lajɛli ma waleyali hukumu kɔnɔ min bɛ kɔrɔsi.

Yala ne mago bɛ Basi dɔnniya jugu la walasa ka AI cidenw jɔ walima ka baara kɛ ni u ye bi wa ?

A tɛ kɛ wajibi ye . Agent plateforme caman bɛ shell layer abstrait pewu, ka primitives sanfɛtaw jira. Baarakɛminɛn minnu bɛ i n’a fɔ Mewayz (app.mewayz.com) olu b’a to baarakɛlaw minnu tɛ fɛɛrɛtigiw ye, olu bɛ jago baara kɛ otomatiki la modulu 207 kɔnɔ k’a sɔrɔ u ma shell cikan kelen sɛbɛn. O fɔlen, Bash jɔnjɔnw faamuyali bɛ dɛmɛ don ni i bɛ cidenw ka kɛwalew sɛgɛsɛgɛ, ka otomatiki pibilikiw ladilan, walima ka plateforme sekow bonya ka tɛmɛn modulu jɔlenw ka kɔn ka di min kan.