San jumɛnw de la, production-grade concurrency bɛ an kalan AI cidenw jɔli la

\u003ch2\u003eSan jumɛnw sɛnɛfɛnw dilanni-dafalen ɲɔgɔn fɛ bɛ an kalan AI cidenw jɔli la\u003c/h2\u003e \u003cp\u003eNin barokun bɛ hakilina nafamaw ni kunnafoniw di a barokun kan, ka dɛmɛ don dɔnniya tilali ni faamuyali la.\u003c/p\u003e \u003ch3\u003eTakeaways kunbabaw\u003c/h3\u003e \u003cp\u003eKalanbagaw bɛ se ka jigi ka tɔnɔ sɔrɔ:\u003c/p\u003e \u003cul\u003e \u003cli\u003eKunnafoni faamuyali kuncɛlen\u003c/li\u003e \u003cli\u003eBaarakɛcogo waleyali ani diɲɛ kɔnɔko lakika\u003c/li\u003e \u003cli\u003eDɔnnikɛlaw ka miiriyaw ni u sɛgɛsɛgɛli\u003c/li\u003e \u003cli\u003eKunnafoni kura donna sisan kow kan\u003c/li\u003e \u003c/ul\u003e \u003ch3\u003eNafa jiracogo\u003c/h3\u003e \u003cp\u003eKɔnɔkow ɲuman i n'a fɔ nin bɛ dɛmɛ don ka dɔnniya sabati ani ka kunnafonidi latigɛw yiriwa dakun suguya caman na.\u003c/p\u003e

Ɲininkali minnu bɛ kɛ tuma caman na

kalanba jumɛn bɛ sɔrɔ sɛnɛko-dafalen ɲɔgɔn fɛ min bɛ tali kɛ AI cidenw na ?

Kalansen min nafa ka bon kosɛbɛ, o ye ka dilan kɛ dɛsɛw danfara kama. Sitimɛw kɔnɔ minnu bɛ Kɛ ɲɔgɔn fɛ, jirisun kelen min bɛ taamacogo jugu Kɛ, o bɛ Se ka cogoya jɛlen ni kaskade dɛsɛw Tiɲɛ baarakɛminɛn bɛɛ kɔnɔ. AI cidenw bɛ farati kelenw de kan — baarakɛminɛn weleli kelen min ma ɲɛ, API min bɛ kɛ dɔɔnin dɔɔnin, walima baara fitinin min bɛ jɔ, o bɛ se ka pibiliki bɛɛ jɔ. Ɛntɛrinɛti ɲɛmɔgɔ minnu bɛ se kosɛbɛ, olu bɛ kafoda tigɛlanw, waati tɛmɛnenw ani dancɛw layidu ta. O misali kelenw ka kan ka kɛ jusigilan ye n’i bɛ baarakɛcogo caman labɛn, a man kan ka kɛ kɔfɛ miiriliw ye minnu bɛ bolonɔ bila kɔfɛ.

kɔfɛtansiyɔn ɲɛnabɔli bɛ baara kɛ cogo di ka bɔ sitɛmuw la minnu bɛ kɛ ɲɔgɔn fɛ ka taa AI ciden pibilikiw la ?

Kɔnɔnafili bɛ fɛn dilanni teliyalenw bali ka feerekɛla sumayalenw degun — hakilina min bɛ kɛlɛ kɛlɛ cikanw bilali la ani async boli waatiw la. AI agent systems kɔnɔ, o kɔrɔ ye ka throttling parallel subagent hakɛ min bɛ den sɔrɔ waati kelen na, ka LLM API weleli hakɛ dantigɛ, ani ka baarakɛminɛn weleli bila layini na hakili la. Ni o tɛ, i bɛ boli token musakaw sɔrɔ, API hakɛ dantigɛli filiw, ani latency spikes minnu tɛ se ka fɔ ka ɲɛ. Plateforme minnu bɛ i n’a fɔ Mewayz, n’olu bɛ jago modulu 207 fara ɲɔgɔn kan $19/mo, olu bɛ o waatibolodacogo kelenw kɛ minnu bɛ nafolo dɔn walasa ka baarakɛminɛn caman baarakɛcogo sabati doni kɔrɔ.

mun na AI cidenw karamɔgɔya bɛ kɔlɔsili nafa dɔgɔya tuma caman na ?

Concurrency veterans b' a dɔn ko i tɛ se ka min kɔlɔsi , i tɛ se ka debug kɛ . Siya cogoyaw ni jɔrɔnanko minnu bɛ sigida tilalenw na, olu tɔgɔ bɔra kosɛbɛ ko u lasegincogo ka gɛlɛn — AI cidenw ka dɛsɛw bɛ o jogo kelen in na min tɛ dantigɛli ye. Logging structured, trace ID minnu bɛ tugu baara kɔ agent hops kɔnɔ, ani latency histogrammes baarakɛminɛn weleli kelen-kelen bɛɛ nafa ka bon kabini tile fɔlɔ. Agentw jɔli ni nin minɛn in tɛ, o bɛ bɛn production server boli ma ni kɔlɔsili tɛ — a laban na, fɛn dɔ bɛ kari ani i hakilina tɛ mun na.

baarakɛɲɔgɔnya kɛcogo jumɛn bɛ se ka kɛ ka ɲɛ kosɛbɛ ni fɛn caman bɛ se ka da minnu kan bi ?

Kɔrɔsilikɛla jiri misali, min diyara Erlang/OTP ye, sɔsɔli tɛ min na, o de bɛ se ka wuli ka tɛmɛ tɔw bɛɛ kan. Lakɔlɔsibaga dɔ bɛ denmisɛnw ka baarakɛlaw kɔlɔsi ani ka daminɛko kura fɛɛrɛ ɲɛfɔlen dɔ waleya ni mɔgɔ dɔ binna — k’a to sistɛmu ka a yɛrɛ kɛnɛya k’a sɔrɔ hadamaden ma don a la. Sitimɛ caman bɛ nafa caman sɔrɔ o la: orchestre ciden bɛ subagent kɛrɛnkɛrɛnnenw kɔlɔsi, ka segin k’a ɲini ka dɛsɛ tɛmɛnenw kɛ, ka filiw caya minnu bɛ to senna. N’i ​​bɛ baarakɛcogo dɔw jɔ minnu bɛ baara kɛ ni cidenw ye, i n’a fɔ Mewayz (207 modules, $19/mo), n’i y’o baarakɛminɛnw fara ɲɔgɔn kan ni supervisor-style orchestration layer ye, o bɛ production dannaya yiriwa kosɛbɛ.