Nukae nye agentic engineering?

Nukae nye Dɔwɔƒe ƒe Mɔ̃ɖaŋudɔwɔwɔ?

Le duɖimekeke be woatu asitsaha siwo me nunya le wu, siwo le wo ɖokui si wu me la, kpɔɖeŋu yeye aɖe le dodom tso nunya wɔwɔe ƒe xexeame: agentic engineering. Etsi tre ɖi na tɔtrɔ vevi aɖe tso AI dɔwɔnuwo zazã ko be woatsɔ awɔ dɔ siwo sa ɖe aga dzi, va ɖo dɔwɔla siwo si nunya le, siwo wɔa nu aduadu, siwo ate ŋu abu tame, awɔ ɖoɖo, ahawɔ dɔ sesẽwo ƒe ɖoɖo blibowo tutuɖo dzi kple amegbetɔ ƒe nudede nyawo me suetɔ kekeake. Bu eŋu kpɔ be menye chatbot si ɖoa kpekpeɖeŋu tikiti ŋu ko o, ke boŋ AI "dɔwɔla" tɔxɛwo ƒe habɔbɔ si wɔa ɖoɖo ɖe wo ɖokui ŋu—ɖeka si toa nyaa me, bubu si dzroa asisi la ƒe ŋutinya me, etɔ̃lia si ŋlɔa egbɔkpɔnu aɖe, kple dɔdzikpɔla si kpɔa egbɔ be eƒe nyonyome nyo eye wòdzina ɖe edzi ne eku ɖe eŋu ŋutɔŋutɔ ko. Esia nye ŋugbedodo si le agentic engineering ŋu, eye wòle alesi míebua dɔwɔwɔ nyuie kple asitsatsa ƒe ɖoɖowo ƒe automation ŋu la gbugbɔm.

Beyond Automation: Tso Dɔwɔnuwo dzi yi Ƒuƒoƒo me tɔwo dzi

Dɔwɔƒe ƒe nuwo wɔwɔ le wo ɖokui si, abe robot ƒe dɔwɔwɔ le wo ɖokui si si wotu ɖe se dzi (RPA) ene, zɔna ɖe "ne-esia-ekema-ema" susu sesẽ dzi. Ebi ɖe dɔ siwo wowɔna enuenu, siwo woate ŋu agblɔ ɖi me gake egbãna ne edze ŋgɔ nya siwo me mekɔ o alo tɔtrɔ. Agentic engineering yi ŋgɔ wu sesẽnuwɔwɔ sia. Ewɔa gbegbɔgblɔ ƒe kpɔɖeŋu gãwo (LLMs) kple AI bubuwo ŋudɔ tsɔ wɔa dɔwɔla siwo si ŋutete veviwo le: nukpɔsusu be woase woƒe nutoa gɔme (nyatakakawo, zãla ƒe biabiawo, ɖoɖoa ƒe nɔnɔme), ɖoɖowɔwɔ be woama taɖodzinuwo ɖe afɔɖeɖewo me, nuwɔna be woazã dɔwɔnuwo kple APIwo atsɔ akpɔ ŋusẽ ɖe tɔtrɔ dzi, kple ŋugbledede be woada emetsonuwo kpɔ eye woatrɔ asi le mɔzɔzɔ ŋu. Esiawo menye dɔwɔnuwo o; wonye dɔwɔƒe siwo wɔa nu do ŋgɔ, siwo bua tame, siwo ate ŋu akpɔ tɔtrɔwo gbɔ eye woawɔ nyametsotsowo le liƒo siwo woɖe fia me, wowɔa nu abe dijitaal ƒuƒoƒo me tɔ siwo si ŋutete le ene wu nuŋɔŋlɔ bɔbɔewo.

ƒe nyawo "Agentic engineering menye AI ɖeka, ɖeka kolia tutu o. Ke boŋ enye nunya tɔxɛ siwo wɔa dɔ aduadu ƒe lãwo ƒe agbenɔnɔ ƒe ɖoɖo siwo ɖea dɔwɔwɔ ƒe mama kple ƒuƒoƒodɔwɔwɔ si wokpɔna le amegbetɔ ƒe habɔbɔ siwo wɔa dɔ nyuie me fiana."

Agentic System ƒe Gɔmeɖose Veviwo

Agentic systems nyuiwo tutu bia xɔtuɖaŋu ƒe susu tɔxɛ aɖe. Zi geɖe la, wotua dɔwɔwɔ dzidzedzetɔe ɖe gɔmeɖose ʋee aɖewo dzi:

ƒe nyawo
• Etɔxɛwɔwɔ: Wotrɔ asi le dɔwɔlawo ŋu kple akpa tɔxɛwo kple nunya (e.g., numekuku dɔwɔla, kpeɖodzidɔwɔla, kadododzikpɔla), si wɔnɛ be wowɔa dɔ nyuie wu eye wowɔa nu pɛpɛpɛ.
• Orchestration: Dɔwɔɖoɖo aɖe, si woyɔna zi geɖe be "crew" alo "swarm," kpɔa dɔwɔwɔ ƒe ɖoɖoa dzi, tsɔa dɔwo dea asi na dɔwɔlawo dome eye wòkpɔa egbɔ be nuwɔwɔ aduadu le edzi yim nyuie.
• Dɔwɔnuwo Zazã: Ŋutete le dɔwɔlawo si be woazã kɔmpiuta dɔwɔɖoɖowo—nyatakakadzraɖoƒewo, akɔntabubumɔ̃wo, APIwo, nyatakakadzraɖoƒewo—atsɔ aƒo nyatakakawo nu ƒu ahawɔ nuwɔnawo le dijitaal xexeame.
• Ŋkuɖodzinyawo & Nya siwo ƒo xlãe: Dɔwɔlawo léa ŋkuɖoɖonudzi si nɔa anyi ɣeyiɣi kpui aɖe kple ɣeyiɣi didi me ɖe asi, si wɔnɛ be woate ŋu asrɔ̃ nu tso kadodowo me, alé nya siwo ƒo xlãe me ɖe asi le dzeɖoɖo alo dɔ aɖe katã me, eye woanyo ɖe edzi le ɣeyiɣi aɖe megbe.

Asitsatsa ƒe Dɔwɔnawo ƒe Tɔtrɔ

Agentic engineering ƒe dɔwɔwɔ ŋutɔŋutɔ lolo ŋutɔ. Le asisiwo ƒe dɔwɔnawo me la, dɔwɔƒe aɖe ƒe ɖoɖo aɖe ate ŋu akpɔ tɔtrɔgbɔ ƒe biabiaa sesẽ aɖe gbɔ to nudzraɖoƒewo me toto, ɖoɖoa dzi dada, nudzraɖoƒewo xɔxlɔ̃ gɔmedzedze, kple CRM la ɖɔɖɔɖo me—wo katã le dzeɖoɖo ɖeka si me kuxi aɖeke mele o me. Le asitsatsa me la, dɔwɔlawo ƒe ha aɖe ate ŋu adzro dɔdzikpɔdɔa ƒe dɔwɔwɔ me le wo ɖokui si, atrɔ asi le dɔ siwo wodzra ŋu, awɔ A/B dodokpɔ ƒe kɔpi, eye woaƒo nyatakaka aɖe nu ƒu. Le adzɔnuwo ƒe ƒuƒoƒowo gome la, dɔwɔlawo ate ŋu awɔ trize ɣesiaɣi le vodadawo ŋuti nyatakakawo me, atsɔ wo aɖo nɔƒe gbãtɔ le mɔfiame si woɖo ɖi nu, eye woaŋlɔ kɔpiwo ɖɔɖɔɖo gbãtɔwo gɔ̃ hã. Nusi bɔ enye afɔɖeɖe geɖe ƒe dɔwɔwɔ siwo bia ʋɔnudɔdrɔ̃ kple mɔɖeɖe ɖe ɖoɖo geɖewo ŋu gbɔ kpɔkpɔ tso nuwuwu vaseɖe nuwuwu, si naa ablɔɖe amegbetɔ ƒe ŋutete hena aɖaŋu si de ŋgɔ wu kple kuxiwo gbɔ kpɔkpɔ le nutovɛ me.

Wò Agent ƒe Etsɔme Tutu kple Mewayz

Agentic engineering zazã ateŋu aɖi dɔ na Silicon Valley giants, gake modular business operating systems le wɔwɔm be paradigm sẽŋu sia le bɔbɔe. Afi siae nuƒolanɔƒe abe Mewayz ene va zua dɔwɔnu le. Mewayz naa modular infrastructure veviawo—nyatakakawo ƒe ƒuƒoƒo si le dedie, dɔwɔnu siwo wotsɔ ƒo ƒui do ŋgɔ, kple orchestration framework—si dzi asitsalawo ate ŋu atu woawo ŋutɔ ƒe dɔwɔlawo ƒe ƒuƒoƒo siwo wowɔ ɖe ɖoɖo nu ɖo ahade wo eme. Le esi teƒe be woawɔ avu kple API ƒe kɔpi kple dedienɔnɔ ƒe ɖoɖowɔɖi siwo le bɔbɔe la, ƒuƒoƒowo ateŋu azã Mewayz ƒe modular OS atsɔ awɔ agentic dɔwɔwɔ ƒe ɖoɖowo le nukpɔkpɔ me, aɖe dɔ tɔxɛwo gɔme, ade dɔwɔnu nyuitɔwo asi na wo tso Mewayz ƒe agbalẽdzraɖoƒea, eye woaɖo woƒe nuwɔwɔ aduadu ƒe sewo. Esia ɖea nusiwo sesẽ kple ga si wogblẽna ɖe dɔwɔƒewo ƒe ɣeyiɣia me yiyi ŋu dzi kpɔtɔna ŋutɔ, si wɔnɛ be dɔwɔƒewo te ŋu léa fɔ ɖe mɔnu siwo me nunya le siwo ana woƒe hoʋiʋli ƒe viɖe tɔxɛa nadzi ɖe edzi tẽ la wɔwɔ ŋu. Le nyateƒe me la, Mewayz naa fefewɔƒe si dzi woka ɖo, si do ƒome kple wo nɔewo afisi wò dɔwɔlawo ƒe dɔwɔlawo ateŋu asrɔ̃ nu, awɔ dɔ aduadu, eye woaʋu ɖokuisinɔnɔ ƒe dɔwɔwɔwo.

Asitsatsa ƒe dɔwɔwɔ ƒe etsɔme mele dɔwo wɔwɔ le wo ɖokui si me o, ke boŋ le dɔwɔwɔwo dzi kpɔkpɔ le wo ɖokui si me. Dɔwɔƒewo ƒe mɔ̃ɖaŋudɔwoe nye etsɔme ma ƒe ɖoɖowɔɖi, si trɔa kɔmpiutadziɖoɖo siwo meʋãna o wozua dɔwɔwɔ siwo me nunya le siwo trɔna. To modular platform si wowɔ na nu ŋutɔŋutɔ yeye sia zazã me la, asitsalawo ateŋu adze woƒe agentic ŋutetewo tutu gɔme egbea, dɔwɔwɔ ƒe ɖoɖo ɖeka si me nunya le.

Nyabiase Siwo Wobiana Enuenu

Nukae nye Dɔwɔƒe ƒe Mɔ̃ɖaŋudɔwɔwɔ?

Le duɖimekeke be woatu asitsaha siwo me nunya le wu, siwo le wo ɖokui si wu me la, kpɔɖeŋu yeye aɖe le dodom tso nunya wɔwɔe ƒe xexeame: agentic engineering. Etsi tre ɖi na tɔtrɔ vevi aɖe tso AI dɔwɔnuwo zazã ko be woatsɔ awɔ dɔ siwo sa ɖe aga dzi, va ɖo dɔwɔla siwo si nunya le, siwo wɔa nu aduadu, siwo ate ŋu abu tame, awɔ ɖoɖo, ahawɔ dɔ sesẽwo ƒe ɖoɖo blibowo tutuɖo dzi kple amegbetɔ ƒe nudede nyawo me suetɔ kekeake. Bu eŋu kpɔ be menye chatbot si ɖoa kpekpeɖeŋu tikiti ŋu ko o, ke boŋ AI "dɔwɔla" tɔxɛwo ƒe habɔbɔ si wɔa ɖoɖo ɖe wo ɖokui ŋu—ɖeka si toa nyaa me, bubu si dzroa asisi la ƒe ŋutinya me, etɔ̃lia si ŋlɔa egbɔkpɔnu aɖe, kple dɔdzikpɔla si kpɔa egbɔ be eƒe nyonyome nyo eye wòdzina ɖe edzi ne eku ɖe eŋu ŋutɔŋutɔ ko. Esia nye ŋugbedodo si le agentic engineering ŋu, eye wòle alesi míebua dɔwɔwɔ nyuie kple asitsatsa ƒe ɖoɖowo ƒe automation ŋu la gbugbɔm.

Beyond Automation: Tso Dɔwɔnuwo dzi yi Ƒuƒoƒo me tɔwo dzi

Dɔwɔƒe ƒe nuwo wɔwɔ le wo ɖokui si, abe robot ƒe dɔwɔwɔ le wo ɖokui si si wotu ɖe se dzi (RPA) ene, zɔna ɖe "ne-esia-ekema-ema" susu sesẽ dzi. Ebi ɖe dɔ siwo wowɔna enuenu, siwo woate ŋu agblɔ ɖi me gake egbãna ne edze ŋgɔ nya siwo me mekɔ o alo tɔtrɔ. Agentic engineering yi ŋgɔ wu sesẽnuwɔwɔ sia. Ewɔa gbegbɔgblɔ ƒe kpɔɖeŋu gãwo (LLMs) kple AI bubuwo ŋudɔ tsɔ wɔa dɔwɔla siwo si ŋutete veviwo le: nukpɔsusu be woase woƒe nutoa gɔme (nyatakakawo, zãla ƒe biabiawo, ɖoɖoa ƒe nɔnɔme), ɖoɖowɔwɔ be woama taɖodzinuwo ɖe afɔɖeɖewo me, afɔɖeɖe be woazã dɔwɔnuwo kple APIwo atsɔ akpɔ ŋusẽ ɖe tɔtrɔ dzi, kple ŋugbledede atsɔ ada emetsonuwo kpɔ ahatrɔ asi le mɔa ŋu. Esiawo menye dɔwɔnuwo o; wonye dɔwɔƒe siwo wɔa nu do ŋgɔ, siwo bua tame, siwo ate ŋu akpɔ tɔtrɔwo gbɔ eye woawɔ nyametsotsowo le liƒo siwo woɖe fia me, wowɔa nu abe dijitaal ƒuƒoƒo me tɔ siwo si ŋutete le ene wu nuŋɔŋlɔ bɔbɔewo.

Agentic System ƒe Gɔmeɖose Veviwo

Agentic systems nyuiwo tutu bia xɔtuɖaŋu ƒe susu tɔxɛ aɖe. Zi geɖe la, wotua dɔwɔwɔ dzidzedzetɔe ɖe gɔmeɖose ʋee aɖewo dzi:

Asitsatsa ƒe Dɔwɔnawo ƒe Tɔtrɔ

Agentic engineering ƒe dɔwɔwɔ ŋutɔŋutɔ lolo ŋutɔ. Le asisiwo ƒe dɔwɔnawo me la, dɔwɔƒe aɖe ƒe ɖoɖo aɖe ate ŋu akpɔ tɔtrɔgbɔ ƒe biabiaa sesẽ aɖe gbɔ to nudzraɖoƒewo me toto, ɖoɖoa dzi dada, nudzraɖoƒewo xɔxlɔ̃ gɔmedzedze, kple CRM la ɖɔɖɔɖo me—wo katã le dzeɖoɖo ɖeka si me kuxi aɖeke mele o me. Le asitsatsa me la, dɔwɔlawo ƒe ha aɖe ate ŋu adzro dɔdzikpɔdɔa ƒe dɔwɔwɔ me le wo ɖokui si, atrɔ asi le dɔ siwo wodzra ŋu, awɔ A/B dodokpɔ ƒe kɔpi, eye woaƒo nyatakaka aɖe nu ƒu. Le adzɔnuwo ƒe ƒuƒoƒowo gome la, dɔwɔlawo ate ŋu awɔ trize ɣesiaɣi le vodadawo ŋuti nyatakakawo me, atsɔ wo aɖo nɔƒe gbãtɔ le mɔfiame si woɖo ɖi nu, eye woaŋlɔ kɔpiwo ɖɔɖɔɖo gbãtɔwo gɔ̃ hã. Nusi bɔ enye afɔɖeɖe geɖe ƒe dɔwɔwɔ siwo bia ʋɔnudɔdrɔ̃ kple mɔɖeɖe ɖe ɖoɖo geɖewo ŋu gbɔ kpɔkpɔ tso nuwuwu vaseɖe nuwuwu, si naa ablɔɖe amegbetɔ ƒe ŋutete hena aɖaŋu si de ŋgɔ wu kple kuxiwo gbɔ kpɔkpɔ le nutovɛ me.

Wò Agent ƒe Etsɔme Tutu kple Mewayz

Agentic engineering zazã ateŋu aɖi dɔ na Silicon Valley giants, gake modular business operating systems le wɔwɔm be paradigm sẽŋu sia le bɔbɔe. Afi siae nuƒolanɔƒe abe Mewayz ene va zua dɔwɔnu le. Mewayz naa modular infrastructure veviawo—nyatakakawo ƒe ƒuƒoƒo si le dedie, dɔwɔnu siwo wotsɔ ƒo ƒui do ŋgɔ, kple orchestration framework—si dzi asitsalawo ate ŋu atu woawo ŋutɔ ƒe dɔwɔlawo ƒe ƒuƒoƒo siwo wowɔ ɖe ɖoɖo nu ɖo ahade wo eme. Le esi teƒe be woawɔ avu kple API ƒe kɔpi kple dedienɔnɔ ƒe ɖoɖowɔɖi siwo le bɔbɔe la, ƒuƒoƒowo ateŋu azã Mewayz ƒe modular OS atsɔ awɔ agentic dɔwɔwɔ ƒe ɖoɖowo le nukpɔkpɔ me, aɖe dɔ tɔxɛwo gɔme, ade dɔwɔnu nyuitɔwo asi na wo tso Mewayz ƒe agbalẽdzraɖoƒea, eye woaɖo woƒe nuwɔwɔ aduadu ƒe sewo. Esia ɖea nusiwo sesẽ kple ga si wogblẽna ɖe dɔwɔƒewo ƒe ɣeyiɣia me yiyi ŋu dzi kpɔtɔna ŋutɔ, si wɔnɛ be dɔwɔƒewo te ŋu léa fɔ ɖe mɔnu siwo me nunya le siwo ana woƒe hoʋiʋli ƒe viɖe tɔxɛa nadzi ɖe edzi tẽ la wɔwɔ ŋu. Le nyateƒe me la, Mewayz naa fefewɔƒe si dzi woka ɖo, si do ƒome kple wo nɔewo afisi wò dɔwɔlawo ƒe dɔwɔlawo ateŋu asrɔ̃ nu, awɔ dɔ aduadu, eye woaʋu ɖokuisinɔnɔ ƒe dɔwɔwɔwo.