Agent engineering ye mun ye?

Ajansi Ɛntɛrinɛti ye mun ye ?

Boli la walasa ka jago hakilitigiw jɔ, minnu bɛ u yɛrɛ ta, paradigme kura bɛ ka bɔ hakililata diɲɛ kɔnɔ : agent injiniyɛri . A bɛ fɛnba jira ka bɔ baara kɛli la ni AI baarakɛminɛnw dɔrɔn ye walasa ka baara kɛtaw kɛ minnu bɛ u dan na, ka taa se ka kɛ sababu ye ka baarakɛlaw hakilitigiw, jɛkafɔ kɛbagaw ka sigida bɛɛ labɛn minnu bɛ se ka hakilinata kɛ, ka baarakɛcogo gɛlɛnw boloda, k’u kɛ ni hadamadenw ka dɛmɛ fitinin ye. Miiri k’a filɛ, i kana kɛ chatbot dɔrɔn ye min bɛ dɛmɛn tikiti jaabi, nka AI «baarakɛla» kɛrɛnkɛrɛnnenw ka rezow yɛrɛ labɛnna — kelen min bɛ ko in ɲɛnabɔ, dɔ wɛrɛ bɛ kiliyan ka tariku sɛgɛsɛgɛ, sabanan min bɛ fura dɔ sɛbɛn, ani ɲɛmɔgɔ min bɛ jogoɲumanya sabati ani ka bonya dɔrɔn ni a sirilen don tiɲɛ na. Nin ye layidu ye min bɛ kɛ ni agent engineering ye, wa a bɛ ka an miiri cogo min na baarakɛcogo ɲuman na ani jago taabolo otomatiki la, o ɲɛfɔ kokura.

Otomatiki kɔfɛ : Ka bɔ baarakɛminɛnw na ka taa ekipu mɔgɔw la

Laadalata otomatiki , i n' a fɔ robo baarakɛcogo otomatiki min sinsinnen bɛ sariyaw kan (RPA ), o bɛ tugu "ni-nin-o tuma na" hakilina gɛlɛnw kɔ. A ka fisa ni baara ye minnu bɛ segin-ka-bɔ, minnu bɛ se ka fɔ ka ɲɛ, nka a bɛ tiɲɛ ni a bɛ kuma daɲɛ fila-fila walima fɛn caman Changement (Yɛlɛma) kan. Agent injiniyɛri bɛ tɛmɛn o gɛlɛya in kan. A bɛ baara kɛ ni kanko misalibaw (LLM) ni AI wɛrɛw ye walasa ka cidenw da minnu bɛ ni seko jɔnjɔnw ye : hakilila walasa k’u sigida faamuya (donnakow, baarakɛlaw ka ɲininiw, sistɛmu cogoya), labɛnni walasa ka laɲiniw tila senw na, wale ka baara kɛ ni baarakɛminɛnw ni APIw ye walasa ka nɔ bila fɛn caman Changement, ani hakilijagabɔ walasa ka sɔrɔw jateminɛ ani ka sira ladilan. Ninnu tɛ baarakɛminɛnw ye; u ye fɛnw ye minnu bɛ se ka fɛn caman kɛ, minnu bɛ hakilinata di, minnu bɛ se ka fɛn caman ɲɔgɔnnabɔli ɲɛnabɔ ani ka latigɛw kɛ dancɛ ɲɛfɔlenw kɔnɔ, minnu bɛ kɛ i n’a fɔ ekipu nizɛri setigiw ka tɛmɛ sɛbɛnni nɔgɔmanw kan.

ye "Ajansi injiniyɛri tɛ AI kelen jɔli ye, min bɛ kɛ kelen ye. A bɛ tali kɛ hakili kɛrɛnkɛrɛnnenw na, minnu bɛ jɛ ka baara kɛ ɲɔgɔn fɛ, minnu bɛ baara tilacogo ni jɛkulu baara jira, min bɛ sɔrɔ hadamadenw ka jɛkuluw kɔnɔ minnu bɛ baara kɛ kosɛbɛ."(Alimankan na)

Ajansi sigicogo dɔ sariyakolo jɔnjɔnw

Ajansi sigida ɲumanw jɔli bɛ fɛn dilanni hakilina kɛrɛnkɛrɛnnen de wajibiya. A ka c’a la, waleyali ɲɛtaa bɛ jɔ sariyakolo jɔnjɔn damadɔw kan:

• Kɛrɛnkɛrɛnnenya la : cidenw dabɔra ni jɔyɔrɔ kɛrɛnkɛrɛnnenw ni dɔnniya ye (misali la, ɲininikɛla dɔ, tiɲɛni ciden, kunnafoniko ciden), o b’a to u bɛ baara kɛ ka ɲɛ ani ka kɛ tiɲɛ ye.
• Orchestration : Kalanbolo dɔ, min bɛ wele tuma caman na ko "crew" walima "swarm", o bɛ baarakɛcogo ɲɛnabɔ, ka baara di cidenw ni ɲɔgɔn cɛ ani ka jɛkafɔ ɲuman sabati .
• Baarakɛminɛnw baaracogo : cidenw bɛ se ka baara kɛ ni porozɛw baarakɛminɛnw ye — kunnafonidilanw, jatebɔlanw, APIw, ɛntɛrinɛti yɔrɔw — walasa ka kunnafoniw lajɛ ani ka walew kɛ diɲɛ nizɛri kɔnɔ.
• Hakilila ni sigida : cidenw bɛ hakilijagabɔ kuntaala surun ni kuntaalajan mara , o b’a to u bɛ se ka kalan sɔrɔ jɛɲɔgɔnyaw la, ka sigida mara baro walima porozɛ bɛɛ kɔnɔ , ani ka ɲɛtaa kɛ waati kɔnɔ .

Jagokɛlaw ka baarakɛcogo caman cili

Ajansi injiniyɛri baarakɛcogo waleyali ka bon kosɛbɛ . Kunnafonidila ka baarakɛcogo la, cidenw ka sitɛmu dɔ tun bɛ se ka segin ɲinini gɛlɛn dɔ ɲɛnabɔ ni fɛnmarayɔrɔw lajɛli ye, ka sariyaw tiɲɛ, ka fɛnmarayɔrɔw ta daminɛ, ani ka CRM kuraya — o bɛɛ kɛra baro kelen kɔnɔ min tɛ fɛn tiɲɛ. Jago la, ciden kulu dɔ tun bɛ se ka kanpaɲi kɛcogo sɛgɛsɛgɛ u yɛrɛ ma, ka sɔngɔko ladilan, ka A/B sɛgɛsɛgɛli kopi dilan, ka kunnafoni dɔ labɛn. Fɛn dilanni jɛkuluw fɛ, cidenw tun bɛ se ka to ka bugw kunnafoniw trize, k’u bila jɔyɔrɔ fɔlɔ la ka kɛɲɛ ni sirako ye, ani hali ka kode fɔlɔw labɛnni sɛbɛn. Fɛn min bɛ kɛ ɲɔgɔn fɛ, o ye taabolo caman ɲɛnabɔli ye laban na ka taa a laban na, minnu bɛ kiritigɛ ni se sɔrɔli wajibiya sigida caman na, ka hadamadenw ka seko hɔrɔnya ka ɲɛsin fɛɛrɛ sanfɛla ma ani gɛlɛyaw ɲɛnabɔli daɲɛw ma.

I ka siniɲɛsigi siniɲɛsigi jɔli ni Mewayz ye

Agent engineering waleyali bɛ se ka kɛ i n’a fɔ baara ye Silicon Valley jamanabaw bolo, nka jagokɛcogo modulariw bɛ ka nin paradigme barikama in kɛ fɛn ye min bɛ se ka sɔrɔ. O yɔrɔ de la, kɛnɛ min bɛ i n’a fɔ Mewayz, o bɛ kɛ baarakɛminɛn ye. Mewayz bɛ modulu infrastructure nafamaw di — kunnafonidilan lakananen, baarakɛminɛnw faralen ɲɔgɔn kan ka kɔn, ani orchestration framework — jagokɛlaw bɛ se k’u yɛrɛ ka custom agentic ekipuw jɔ ani k’u bila sen kan minnu kan. Sani u ka kɛlɛ kɛ ni API kode ni lakana sariyaw ye minnu ka dɔgɔ, ekipuw bɛ se ka baara kɛ ni Mewayz ka OS modulari ye walasa ka cidenw ka baarakɛcogo dɔw dilan ni ɲɛ ye, ka jɔyɔrɔ kɛrɛnkɛrɛnnenw ɲɛfɔ, ka baarakɛminɛn ɲumanw di u ma ka bɔ Mewayz gafemarayɔrɔ la, ani k’u ka jɛkafɔ sariyaw sigi sen kan. O bɛ dɔ bɔ kosɛbɛ donni gɛlɛya n’a musaka la ka don cidenw ka waati la, o b’a to tɔnw bɛ se k’u sinsin taabolo hakilitigiw dilanni kan minnu bɛ dɔ fara u ka nafa kɛrɛnkɛrɛnnen kan ɲɔgɔndan na. A kunba ye, Mewayz bɛ tulonkɛyɔrɔ dannamɔgɔ, min ni ɲɔgɔn cɛsirilen don, i ka ciden baarakɛlaw bɛ se ka kalan kɛ yɔrɔ min na, ka jɛ ka baara kɛ ɲɔgɔn fɛ, ani ka yɛrɛmahɔrɔnya baarakɛcogo ɲɛminɛ.

Jagokɛlaw ka nafa sɔrɔli siniɲɛsigi tɛ baara kɛtaw la otomatiki la , nka a bɛ tali kɛ taabolo yɛrɛmahɔrɔnya la . Agent injiniyɛri ye o siniɲɛsigi bolodacogo ye, ka porogaramu jɔlenw tigɛli kɛ baarakɛcogo barikamaw ye, minnu bɛ hakili sɔrɔ. Ni jagokɛlaw ye plateforme modulaire dɔ ta min dabɔra nin tiɲɛ kura in kama, jagokɛlaw bɛ se k’a daminɛ k’u ka cidenw ka sekow jɔ bi, baarakɛcogo hakilitigi kelen kelen na.

Ɲininkali minnu bɛ kɛ tuma caman na

Ajansi Ɛntɛrinɛti ye mun ye ?

Boli la walasa ka jago hakilitigiw jɔ, minnu bɛ u yɛrɛ ta, paradigme kura bɛ ka bɔ hakililata diɲɛ kɔnɔ : agent injiniyɛri . A bɛ fɛnba jira ka bɔ baara kɛli la ni AI baarakɛminɛnw dɔrɔn ye walasa ka baara kɛtaw kɛ minnu bɛ u dan na, ka taa se ka kɛ sababu ye ka baarakɛlaw hakilitigiw, jɛkafɔ kɛbagaw ka sigida bɛɛ labɛn minnu bɛ se ka hakilinata kɛ, ka baarakɛcogo gɛlɛnw boloda, k’u kɛ ni hadamadenw ka dɛmɛ fitinin ye. Miiri k’a filɛ, i kana kɛ chatbot dɔrɔn ye min bɛ dɛmɛn tikiti jaabi, nka AI «baarakɛla» kɛrɛnkɛrɛnnenw ka rezow yɛrɛ labɛnna — kelen min bɛ ko in ɲɛnabɔ, dɔ wɛrɛ bɛ kiliyan ka tariku sɛgɛsɛgɛ, sabanan min bɛ fura dɔ sɛbɛn, ani ɲɛmɔgɔ min bɛ jogoɲumanya sabati ani ka bonya dɔrɔn ni a sirilen don tiɲɛ na. Nin ye layidu ye min bɛ kɛ ni agent engineering ye, wa a bɛ ka an miiri cogo min na baarakɛcogo ɲuman na ani jago taabolo otomatiki la, o ɲɛfɔ kokura.

Otomatiki kɔfɛ : Ka bɔ baarakɛminɛnw na ka taa ekipu mɔgɔw la

Laadalata otomatiki , i n' a fɔ robo baarakɛcogo otomatiki min sinsinnen bɛ sariyaw kan (RPA ), o bɛ tugu "ni-nin-o tuma na" hakilina gɛlɛnw kɔ. A ka fisa ni baara ye minnu bɛ segin-ka-bɔ, minnu bɛ se ka fɔ ka ɲɛ, nka a bɛ tiɲɛ ni a bɛ kuma daɲɛ fila-fila walima fɛn caman Changement (Yɛlɛma) kan. Agent injiniyɛri bɛ tɛmɛn o gɛlɛya in kan. A bɛ baara kɛ ni kanko misalibaw (LLM) ni AI wɛrɛw ye walasa ka cidenw da minnu bɛ ni seko jɔnjɔnw ye : faamuyali walasa k’u sigida faamuya (kunnafoni, baarakɛlaw ka ɲininiw, sistɛmu cogoya), ka laɲiniw tila-tila senw na, wale kɛli ka baara kɛ ni baarakɛminɛnw ni APIw ye walasa ka nɔ bila fɛn caman Changement, ani hakilijakabɔ walasa ka sɔrɔw jateminɛ ani ka sira ladilan. Ninnu tɛ baarakɛminɛnw ye; u ye fɛnw ye minnu bɛ se ka fɛn caman kɛ, minnu bɛ hakilinata di, minnu bɛ se ka fɛn caman ɲɔgɔnnabɔli ɲɛnabɔ ani ka latigɛw kɛ dancɛ ɲɛfɔlenw kɔnɔ, minnu bɛ kɛ i n’a fɔ ekipu nizɛri setigiw ka tɛmɛ sɛbɛnni nɔgɔmanw kan.

Ajansi sigicogo dɔ sariyakolo jɔnjɔnw

Ajansi sigida ɲumanw jɔli bɛ fɛn dilanni hakilina kɛrɛnkɛrɛnnen de wajibiya. A ka c’a la, waleyali ɲɛtaa bɛ jɔ sariyakolo jɔnjɔn damadɔw kan:

Jagokɛlaw ka baarakɛcogo caman cili

Ajansi injiniyɛri baarakɛcogo waleyali ka bon kosɛbɛ . Kunnafonidila ka baarakɛcogo la, cidenw ka sitɛmu dɔ tun bɛ se ka segin ɲinini gɛlɛn dɔ ɲɛnabɔ ni fɛnmarayɔrɔw lajɛli ye, ka sariyaw tiɲɛ, ka fɛnmarayɔrɔw ta daminɛ, ani ka CRM kuraya — o bɛɛ kɛra baro kelen kɔnɔ min tɛ fɛn tiɲɛ. Jago la, ciden kulu dɔ tun bɛ se ka kanpaɲi kɛcogo sɛgɛsɛgɛ u yɛrɛ ma, ka sɔngɔko ladilan, ka A/B sɛgɛsɛgɛli kopi dilan, ka kunnafoni dɔ labɛn. Fɛn dilanni jɛkuluw fɛ, cidenw tun bɛ se ka to ka bugw kunnafoniw trize, k’u bila jɔyɔrɔ fɔlɔ la ka kɛɲɛ ni sirako ye, ani hali ka kode fɔlɔw labɛnni sɛbɛn. Fɛn min bɛ kɛ ɲɔgɔn fɛ, o ye taabolo caman ɲɛnabɔli ye laban na ka taa a laban na, minnu bɛ kiritigɛ ni se sɔrɔli wajibiya sigida caman na, ka hadamadenw ka seko hɔrɔnya ka ɲɛsin fɛɛrɛ sanfɛla ma ani gɛlɛyaw ɲɛnabɔli daɲɛw ma.

I ka siniɲɛsigi siniɲɛsigi jɔli ni Mewayz ye

Agent engineering waleyali bɛ se ka kɛ i n’a fɔ baara ye Silicon Valley jamanabaw bolo, nka jagokɛcogo modulariw bɛ ka nin paradigme barikama in kɛ fɛn ye min bɛ se ka sɔrɔ. O yɔrɔ de la, plateforme i n’a fɔ Mewayz bɛ kɛ minɛn ye. Mewayz bɛ modulu infrastructure nafamaw di — kunnafonidilan lakananen, baarakɛminɛnw faralen ɲɔgɔn kan ka kɔn, ani orchestration framework — jagokɛlaw bɛ se k’u yɛrɛ ka custom agentic ekipuw jɔ ani k’u bila sen kan minnu kan. Sani u ka kɛlɛ kɛ ni API kode ni lakana sariyaw ye minnu ka dɔgɔ, ekipuw bɛ se ka baara kɛ ni Mewayz ka OS modulari ye walasa ka cidenw ka baarakɛcogo dɔw dilan ni ɲɛ ye, ka jɔyɔrɔ kɛrɛnkɛrɛnnenw ɲɛfɔ, ka baarakɛminɛn ɲumanw di u ma ka bɔ Mewayz gafemarayɔrɔ la, ani k’u ka jɛkafɔ sariyaw sigi sen kan. O bɛ dɔ bɔ kosɛbɛ donni gɛlɛya n’a musaka la ka don cidenw ka waati la, o b’a to tɔnw bɛ se k’u sinsin taabolo hakilitigiw dilanni kan minnu bɛ dɔ fara u ka nafa kɛrɛnkɛrɛnnen kan ɲɔgɔndan na. A kunba ye, Mewayz bɛ tulonkɛyɔrɔ dannamɔgɔ, min ni ɲɔgɔn cɛsirilen don, i ka ciden baarakɛlaw bɛ se ka kalan kɛ yɔrɔ min na, ka jɛ ka baara kɛ ɲɔgɔn fɛ, ani ka yɛrɛmahɔrɔnya baarakɛcogo ɲɛminɛ.