Mun na baarakɛlaw minnu bɛ baara kɛ ni AI ye, olu bɛ baara kɛ lɛrɛ janw na

AI Paradox : Fanga caman , Lɛrɛ jan

Hakilila dilannen tun ka kan ka kɛ hɔrɔnyaba ye yiriwalikɛlaw bolo . Layidu tun jɛlen don : ka diɲɛ kow kɛ otomatiki ye, ka ko gɛlɛnw teliya, ani ka hadamadenw ka daɲɛw hɔrɔnya walasa ka miiri fɛɛrɛbɔ siratigɛ la sanfɛ. O bɛɛ n’a ta, fɛn dɔ bɛ ka bɔ kɛnɛ kan min bɛ mɔgɔ kabakoya. Sani u ka baarakɛdon surunya, baarakɛla caman minnu bɛ AI ta, olu b’a sɔrɔ u bɛ baara kɛ lɛrɛ janw na. Nin tɛ AI dɛsɛ maana ye, nka a ka ɲɛtaa dɔ don cogo la min ma labɛn, ka gɛlɛyaw ni sababu kura dɔw lawuli minnu bɛ ka baarakɛdon cogoya sɛmɛntiya. Laɲini min bɛ kɛ walasa ka fɛn kuraw don teliya la ka tɛmɛn fɔlɔ kan, o bɛ ka ekipuw gɛrɛ u dan na, k’a jira ko baarakɛcogo hakilitigiw mago bɛ kode hakilitigi kɛrɛfɛ.

Debugging Dilemma ani "Mile laban" gɛlɛya

Waati jiginni nafama dɔ ye AI-augmented baarakɛcogo la, o ye min bɛ se ka wele ko "debugging dilemma." AI kode bɔli baarakɛminɛnw bɛ se kosɛbɛ kosɛbɛ ka kode hakɛ caman dilan joona. Nka, tuma caman na, o sariyasun in bɛ segin-ka-bɔnye caman kɛ, k’a kɔrɔbɔ ani ka a nɔgɔya. O dabɔbaa jɔyɔrɔ bɛ Bɔ kode sɛbɛnni na ka Bɔ fɛn fɔlɔ la ka Kɛ dɔnnikɛla ye min bɛ Se ka Lajɛ ani ka Kɛ AI ɲɔgɔnna dɔ ye. O kɛcogo bɛ se ka waati ta cogo kabakoma na. AI bɛ se ka kode dilan min baarakɛcogo bɛnnen don nka a tɛ baara kɛ, min tɛ lakana, walima min tɛ bɛn ni fɛn dilanni cogoya kɛrɛnkɛrɛnnenw ye. O ko nɔgɔlen ninnu nɔfɛtaama, ka AI ka kode sugandilenw kɛ cogo kura la, ani k’a lajɛ k’a bɛ don ɲɔgɔn na cogo la min tɛ fɛn tiɲɛ ni sistɛmu kɔrɔw ye, o bɛ waati caman ta tuma caman na ka tɛmɛ fura nɔgɔman dɔ sɛbɛnni kan bolo la. 10% laban min bɛ kɛ ka AI ka bɔli polisi ani k’a dafalen kɛ — o ye "mili laban" ye — o bɛ se ka cɛsiri 50% ta.

Laɲɔ dingɛ min bɛ seko danmadɔw la

AI tɛ kodɔn dɔrɔn de lawuli ; a bɛ hakilinaw lawuli. Ni yiriwalikɛla dɔ sirilen bɛ gɛlɛya dɔ la, laadala ɲininiw bɛ se ka kɛ sababu ye ka fɛɛrɛ damadɔw sɔrɔ minnu bɛ se ka kɛ. Nka, AI baarakɛminɛn dɔ bɛ se ka fɛɛrɛ tan ni caman sugandi, minnu kelen-kelen bɛɛ n’u ka nuancɛw, gafemarayɔrɔw ani waleyali siraw don. O sugandili caya in, hali n’a fanga ka bon, o bɛ se ka kɛ sababu ye ka sɛgɛsɛgɛli kɛ paralizi ye. Fɛn dilannikɛlaw bɛ se ka lɛrɛ caman kɛ ka nin sira ninnu sɛgɛsɛgɛ minnu bɛ bɔ AI fɛ, ka u kelen-kelen bɛɛ kɛ misali ye walasa k’u nafa jateminɛ, sanni u k’u yɛrɛ bila fɛɛrɛ kelen na, min faamuyalen don kosɛbɛ, ani k’a waleya kosɛbɛ. Baarakɛminɛn min laɲini ye ka waati kisi o nɔ na, ​​o bɛ laɲɔ dingɛ dɔ da wuli, dan tɛ min na, ka dusu don mɔgɔw kɔnɔ u ka k’a lajɛ ni hakɛ ye min ɲɛnabɔli bɛ se ka gɛlɛya baarakɛdon sariyalen kɔnɔ. Kɔrɔbɔli min bɛ kɛ ka AI ka fɛɛrɛ "dafalen" sɔrɔ, o bɛ se ka kɛ sababu ye ka "ɲuman" dɔ cicogo kɛcogo tiɲɛ.

Yɛlɛma seko ni dɔnko doni

AI donli yiriwali baarakɛcogo la , o tɛ fɛn ye . A bɛ seko kura de wajibiya. Dabɔbagaw ka kan ka kɛ setigiw ye :

• Laɲini Ɛntɛrinɛti : Laɲini tigitigiw , minnu bɛ nɔ bɔ , olu dilanni ye seko kɔrɔba ye sisan , min bɛ segin-ka-bɔnye ni degeliw de wajibiya .
• AI baarakɛminɛnw jateminɛni : AI baarakɛminɛn walima misali jumɛn bɛnnen don baara kɛrɛnkɛrɛnnen dɔ ma , o jateminɛ ka to sen na .
• Kode seginnkanni AI bɔli kama : ɲɛ kɔrɔtalen yiriwali walasa ka fili suguya kɛrɛnkɛrɛnnenw ye walima kɛlɛli misali minnu donna AI fɛ .
• jogoɲumanya ni lakana jateminɛ : Ka a lajɛ ko AI ye kode min dilan , o bɛ tugu sariya labatoli ni lakana sariyaw kɔ .

Ka nin seko kura ninnu kalan ani k' u waleya wulu la , o bɛ dɔ fara hakililata doni ni waati caman kan . O tɛmɛnen kɔ, AI baarakɛminɛnw donli CI/CD pibilikiw kɔnɔ minnu bɛ yen, version control systems, ani poroze ɲɛnabɔli yɔrɔw la, o bɛ fɛɛrɛko doni dɔ lawuli min bɛ bin baarakɛlaw kan, o bɛ na ni lɛrɛ janw ye minnu bɛ kɛ labɛnni ni gɛlɛyaw ɲɛnabɔli la sanni ka kɛ yiriwali saniyalen ye.

ye

"Sɔrɔko yiriwali fɔlɔ min bɔra AI la, o ye tiɲɛ ye, nka a y'an sinsin sira wɛrɛ kan ka bɔ kode sɛbɛnni na ka taa AI bɔli ɲɛnabɔli n'a labɛnni na. Buteli in jiginna ka bɔ dabɔli la ka taa jogoɲini na, wa o ye gɛlɛya ye min ka gɛlɛn kosɛbɛ."(Alimankan na) – Kɔrɔlen Full-Stack Dabɔbaa

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Ka ɲɛsin yiriwali sabatili ma min ɲɛsinnen bɛ AI ma

AI fanga baara k' a sɔrɔ a ma kɛ sababu ye ka baarakɛlaw jeni , o kun ye taabolo ɲumanw ye , a tɛ kɛ ɲinini ɲumanw dɔrɔn de la . O yɔrɔ de la baarakɛcogo kelen bɛ kɛ fɛnba ye. Ekipuw mago bɛ cɛmancɛ-yɔrɔ la walasa ka teliya ni gɛlɛya cayalenba ɲɛnabɔ, AI bɛ min don sen kan. Plateforme i n’a fɔ Mewayz bɛ sigicogo di min ka kan walasa porozɛw ka to sira kan. Ni poroze ɲɛnabɔli, kumaɲɔgɔnya ani sɛbɛnniw faralen don ɲɔgɔn kan ka kɛ OS modulari kelen ye, Mewayz bɛ ekipuw dɛmɛ u ka segin-ka-bɔnye teliyalenw labɛn, AI bɛ se ka minnu kɛ. Instead of context-switching between disparate tools, developers can focus on the high-value work of guiding the AI, with clear visibility into project goals and deadlines. Yiriwali siniɲɛsigi tɛ baara kɛli dɔrɔn ye ni hakilitigiya ye ni AI ye; o ye baarakɛcogo hakilitigi ye, min bɛ se ka muɲu, min bɛ nin baarakɛcogo kura in dɛmɛ, k’a lajɛ ko AI fanga bɛ na ni kokuradonni ye, a tɛ na ni sɛgɛn ye.

Ɲininkali minnu bɛ kɛ tuma caman na

AI Paradox : Fanga caman , Lɛrɛ jan

Hakilila dilannen tun ka kan ka kɛ hɔrɔnyaba ye yiriwalikɛlaw bolo . Layidu tun jɛlen don : ka diɲɛ kow kɛ otomatiki ye, ka ko gɛlɛnw teliya, ani ka hadamadenw ka daɲɛw hɔrɔnya walasa ka miiri fɛɛrɛbɔ siratigɛ la sanfɛ. O bɛɛ n’a ta, fɛn dɔ bɛ ka bɔ kɛnɛ kan min bɛ mɔgɔ kabakoya. Sani u ka baarakɛdon surunya, baarakɛla caman minnu bɛ AI ta, olu b’a sɔrɔ u bɛ baara kɛ lɛrɛ janw na. Nin tɛ AI dɛsɛ maana ye, nka a ka ɲɛtaa dɔ don cogo la min ma labɛn, ka gɛlɛyaw ni sababu kura dɔw lawuli minnu bɛ ka baarakɛdon cogoya sɛmɛntiya. Laɲini min bɛ kɛ walasa ka fɛn kuraw don teliya la ka tɛmɛn fɔlɔ kan, o bɛ ka ekipuw gɛrɛ u dan na, k’a jira ko baarakɛcogo hakilitigiw mago bɛ kode hakilitigi kɛrɛfɛ.

Debugging Dilemma ani "Last Mile" Gɛlɛya

Waati jiginni nafama dɔ ye AI-augmented baarakɛcogo la, o ye min bɛ se ka wele ko "debugging dilemma." AI kode bɔli baarakɛminɛnw bɛ se kosɛbɛ kosɛbɛ ka kode hakɛ caman dilan joona. Nka, tuma caman na, o sariyasun in bɛ segin-ka-bɔnye caman kɛ, k’a kɔrɔbɔ ani ka a nɔgɔya. O dabɔbaa jɔyɔrɔ bɛ Bɔ kode sɛbɛnni na ka Bɔ fɛn fɔlɔ la ka Kɛ dɔnnikɛla ye min bɛ Se ka Lajɛ ani ka Kɛ AI ɲɔgɔnna dɔ ye. O kɛcogo bɛ se ka waati ta cogo kabakoma na. AI bɛ se ka kode dilan min baarakɛcogo bɛnnen don nka a tɛ baara kɛ, min tɛ lakana, walima min tɛ bɛn ni fɛn dilanni cogoya kɛrɛnkɛrɛnnenw ye. O ko nɔgɔlen ninnu nɔfɛtaama, ka AI ka kode sugandilenw kɛ cogo kura la, ani k’a lajɛ k’a bɛ don ɲɔgɔn na cogo la min tɛ fɛn tiɲɛ ni sistɛmu kɔrɔw ye, o bɛ waati caman ta tuma caman na ka tɛmɛ fura nɔgɔman dɔ sɛbɛnni kan bolo la. 10% laban min bɛ kɛ ka AI ka bɔli polisi ani k’a dafalen kɛ — o ye "mili laban" ye — o bɛ se ka cɛsiri 50% ta.

Laɲɔ dingɛ min bɛ seko danmadɔw la

AI tɛ kodɔn dɔrɔn de lawuli ; a bɛ hakilinaw lawuli. Ni yiriwalikɛla dɔ sirilen bɛ gɛlɛya dɔ la, laadala ɲininiw bɛ se ka kɛ sababu ye ka fɛɛrɛ damadɔw sɔrɔ minnu bɛ se ka kɛ. Nka, AI baarakɛminɛn dɔ bɛ se ka fɛɛrɛ tan ni caman sugandi, minnu kelen-kelen bɛɛ n’u ka nuancɛw, gafemarayɔrɔw ani waleyali siraw don. O sugandili caya in, hali n’a fanga ka bon, o bɛ se ka kɛ sababu ye ka sɛgɛsɛgɛli kɛ paralizi ye. Fɛn dilannikɛlaw bɛ se ka lɛrɛ caman kɛ ka nin sira ninnu sɛgɛsɛgɛ minnu bɛ bɔ AI fɛ, ka u kelen-kelen bɛɛ kɛ misali ye walasa k’u nafa jateminɛ, sanni u k’u yɛrɛ bila fɛɛrɛ kelen na, min faamuyalen don kosɛbɛ, ani k’a waleya kosɛbɛ. Baarakɛminɛn min laɲini ye ka waati kisi o nɔ na, ​​o bɛ laɲɔ dingɛ dɔ da wuli, dan tɛ min na, ka dusu don mɔgɔw kɔnɔ u ka k’a lajɛ ni hakɛ ye min ɲɛnabɔli bɛ se ka gɛlɛya baarakɛdon sariyalen kɔnɔ. Kɔrɔbɔli min bɛ kɛ ka AI ka fɛɛrɛ "dafalen" sɔrɔ, o bɛ se ka kɛ sababu ye ka "ɲuman" dɔ cicogo kɛcogo tiɲɛ.

Yɛlɛma seko ni dɔnko doni

AI donli yiriwali baarakɛcogo la , o tɛ fɛn ye . A bɛ seko kura de wajibiya. Dabɔbagaw ka kan ka kɛ setigiw ye :

Ka ɲɛsin yiriwali sabatili ma min ɲɛsinnen bɛ AI ma

AI fanga baara k' a sɔrɔ a ma kɛ sababu ye ka baarakɛlaw jeni , o kun ye taabolo ɲumanw ye , a tɛ kɛ ɲinini ɲumanw dɔrɔn de la . O yɔrɔ de la baarakɛcogo kelen bɛ kɛ fɛnba ye. Ekipuw mago bɛ cɛmancɛ-yɔrɔ la walasa ka teliya ni gɛlɛya cayalenba ɲɛnabɔ, AI bɛ min don sen kan. Plateforme min bɛ i n’a fɔ Mewayz, o bɛ sigicogo di min ka kan walasa porozew ka to sira kan. Ni a ye poroze ɲɛnabɔli, kumaɲɔgɔnya ani sɛbɛnniw fara ɲɔgɔn kan ka kɛ OS modulari kelen ye, Mewayz bɛ ekipuw dɛmɛ u ka se ka iterasiyɔn teliyalenw labɛn, AI bɛ se ka minnu kɛ. Instead of context-switching between disparate tools, developers can focus on the high-value work of guiding the AI, with clear visibility into project goals and deadlines. Yiriwali siniɲɛsigi tɛ baara kɛli dɔrɔn ye ni hakilitigiya ye ni AI ye; o ye baarakɛcogo hakilitigi ye, min bɛ se ka muɲu, min bɛ nin baarakɛcogo kura in dɛmɛ, k’a lajɛ ko AI fanga bɛ na ni kokuradonni ye, a tɛ na ni sɛgɛn ye.