HN jira: Rev-dep – 20x teliya knip.dev alternative build in Go

Takisi dogolen min bɛ porozɛw jɛkulu bɛɛ kan minnu bɛ ka bonya

porozɛ porozɛ o porozɛ bɛ mɛn ka se a laban ma , o bɛ laban ka gɛlɛya dususuma kelen in sɔrɔ : kodɔnba bɛ daminɛ ka bonya joona ka tɛmɛ jɛkulu bɛ se k' a faamuya cogo min na . Baarakɛminɛn minnu mɔgɔ si tɛ Weele, bɔli minnu Dabɔra baarakɛminɛn dɔ kama min cilen dòn 2022 sàn na k’a da Minɛ ni dususuma ye, yɔrɔ minnu bɛ balo disiki kan nka u tɛ Se ‘navigatɛri ma abada. Nin tɛ sloppiness ye — a ye physics ye. Ekipuw bɛ taa teliya la, wajibiw bɛ Changé, ani entropie tɛ ban. Ɲininkali tɛ ko i ka kodebase bɛ ni kode salen ye. Ɲininkali ye a bɛ musaka hakɛ min bɔ i la sisan.

Ka kɛɲɛ ni ɲininiw ye minnu bɔra Google ka ɛntɛrinɛti sɛnɛfɛnw dilanni jɛkulu fɛ , baarakɛlaw bɛ u ka kodɔn waati 42% kɛ ɲɔgɔn na ka kodɔn kɔrɔw kalan ani k' u faamu sanni ka baarakɛcogo kura sɛbɛn Ni o kode min bɛ yen, zana ba caman bɛ yen minnu tɛ baara foyi kɛ tugun, o kɛmɛsarada la, o bɛ skew ka tɛmɛ o kan yɛrɛ. Ɛntɛrinɛti kalanden tan ka kulu fɛ, o ye tiɲɛ na baarakɛla naani ye minnu bɛ baara kɛ waati dafalen na, minnu tɛ foyi kɛ min bɛ nafa lase mɔgɔw ma — a tɛ kɛ k’a sababu kɛ u ye sɛgɛnbagatɔw ye, nka k’a sababu kɛ u ka baarakɛminɛnw tɛ taa ɲɛ ni porogaramuw bɛ kɔrɔya teliya min na.

O de y'a to yiriwalikɛlaw ka baarakɛminɛnw wulicogo kura min jɔlen bɛ sistɛmu kanw kan i n' a fɔ Go ani Rust , o bɛ ka nisɔndiya lakika lase ɛntɛrinɛti jɛkuluw ma . Baarakɛminɛn minnu bɛ i n’a fɔ Rev-dep — n’o ye kɔsegin-dafalen-sɛgɛsɛgɛlikɛlan ye min b’a fɔ ko a bɛ baara kɛ 20x teliya la ka tɛmɛ JavaScript-based knip.dev kan min bɛ fɔ kosɛbɛ — olu bɛ fɛn caman jira ka tɛmɛ dɔ farali kan. U bɛ miirili kura jɔnjɔn jira an bɛ yiriwali taabolo yɛrɛ minɛn cogo min na.

Reverse Dependency Analysis bɛ mun kɛ tiɲɛ na

Sanni an k' a faamu mun na teliya nafa ka bon kosɛbɛ , a bɛ dɛmɛ ka faamuyali sɔrɔ danfara sɛgɛsɛgɛli baarakɛminɛnw bɛ min kɛ tiɲɛ na . JavaScript walima TypeScript porozɛ kɔnɔ, dosiye bɛɛ bɛ don dosiye wɛrɛw la. Baarakɛcogo, kalasi, walima fɛn basigilen bɛɛ min bɛ sɔrɔ ka bɔ modulu dɔ la, o bɛ danfara dɔ dabɔ min bɛ se ka kɛ — fɛn min bɛ se ka da kodebase yɔrɔ tɔw kan. "Reverse" dependency analysis bɛ nin hakilina in wuli : sanni a ka ɲininkali kɛ ko "nin modulu in bɛ bɔ mun na", a bɛ ɲininkali kɛ "mun bɛ bɔ nin modulu in na?"

Ni o ɲininkali filanan jaabi ye "foyi tɛ", i ye kode salen sɔrɔ. Jagokɛyɔrɔ min foyi tɛ don jamana kɔnɔ, o ye tiɲɛni ye. Baara min tɛ foyi wele, o ye fɛɛrɛ juru ye min tɔnɔ bɛ sɔrɔ kalo o kalo. Reverse dependency baarakɛminɛnw bɛ taama cogo labɛnnen na i ka poroze jatebɔsɛbɛn bɛɛ la, ka jɛɲɔgɔnya bɛɛ karti moduluw ni ɲɔgɔn cɛ, ka nodew surface minnu tɛ ni donna jɛɲɔgɔnya ye. O kɔlɔlɔ ye fɛn bɛɛ jateminɛ tigitigi ye i ka kodɔnba kɔnɔ min tun bɛ se ka bɔ lakana la.

Knip.dev b' o kɛ ka ɲɛ JavaScript ni TypeScript porozɛw la , wa a bonyalen don kosɛbɛ sigida la . Nka a sɛbɛnnen bɛ JavaScript la, o kɔrɔ ye ko a bɛ baara kɛ Node.js kan, o kɔrɔ ye ko a bɛ Node ka baarakɛcogo gɛlɛya kelen-kelen bɛɛ ciyɛn ta n’a bɛ dosiyew ka sitɛmu tɛmɛsiraba ni taamasiyɛnw sɛgɛsɛgɛli kɛ. Porozɛ min bɛ ni dosiye 500 ye, o ka ɲi. Porozɛ min bɛ ni dosiye 50.000 ye — monorepo sugu min bɛ fanga di baarakɛda SaaS fɛn lakikaw ma — o sɛgɛsɛgɛli bɛ se ka miniti damadɔ ta. Wa miniti, bi CI/CD pibilikiw bɛ baara kɛ cadence min na, o ye dealbreaker ye.

Mun na taa bɛ jatebɔ Changé

Go dabɔra ka bɔ duguma baara suguya tigitigi kama, dantigɛli sɛgɛsɛgɛli bɛ min ɲini: dosiye I/O teliyalen, ɲɔgɔndan fɔlɔ ɲumanw, ani baarakɛwaati kuntaala fitinin. Node.js bɛ baara kelen Kɛ yɔrɔ min na a waati kelen na jirisun kelen kan ani k’a jigi Da weleli kɔseginw kan ani ka layidu ta ko a bɛna paralɛli nkalonma Kɛ, Go bɛ Se ka goroutines ba caman Bɔ minnu bɛ baara Kɛ tiɲɛ na ɲɔgɔn fɛ CPU kɔnɔna bɛɛ la minnu bɛ sɔrɔ. Baara min bɛ kɛ ni dosiye kɛmɛ caman kalanni ye, k’u ASTw lajɛ, ani ka taamasiyɛnw jɛɲɔgɔnyaw jatebɔsɛbɛn dɔ jɔ, o danfara min bɛ kɛ fɛn dilanni na, o bɛ baara kɛ ni kogo-waati baarakɛcogo ye.

Rev-dep ye teliya 20x min fɔ, o tɛ maaɲɛ ye — o ye min bɛ kɛ n’i ye kan ɲuman bɛn gɛlɛya ɲuman ma. Go ka compiled nature fana kɔrɔ ye ko JIT warmup penalty tɛ. K’a ta nɛnɛ daminɛ na ka se sɛgɛsɛgɛli dafalen ma, Go binary dɔ bɛ baara kɛ ni baarakɛcogo ye min bɛ surunya a dan na. O kɔrɔ ye ko sɛgɛsɛgɛli min ye segin 90 Kɛ Node-based baarakɛminɛn na, o bɛ Se ka Ban segin 5 'kɔnɔ Go bɔɲɔgɔnko la min Kɛra koɲuman. O de ye danfara ye sɛgɛsɛgɛli min bɛ dabɔbagaw bɛ tɛmɛn bawo a bɛ "ta fo abada" ani min bɛ boli commit bɛɛ kan k'a sɔrɔ mɔgɔ si ma sanfɛla kɔlɔsi.

ye

"Dɔgɔtɔrɔso baarakɛminɛn ɲuman ye min bɛ bɔ sira kan. Ni i ka sɛgɛsɛgɛli suite ye miniti saba fara CI pibiliki kelen-kelen bɛɛ kan, baarakɛlaw bɛna fɛɛrɛw sɔrɔ k'a tɛmɛ. Teliya tɛ fɛn ye min ka di — o ye fɛn ye min ka kan ka kɛ ka kɔn a tali ɲɛ."

ye

Jagokɛyɔrɔ min bɛ kodɔn saniyako la

Kode salen tɛ yiriwalikɛlaw ka cɛɲi gɛlɛya dɔrɔn ye — a bɛ ni jago kɔlɔlɔ jɛlenw ye minnu bɛ juguya waati kɔnɔ. Aw k’a lajɛ kodebase fununnenw bɛ musaka min bɔ jɛkuluw la tiɲɛ na:

• Jigi waati jan minnu bɛ bilali pibilikiw sumaya ani ka dɔ bɔ bɔli hakɛ la ekipu bɛ se ka minnu ci dɔgɔkun kɔnɔ lafiya la
• hakilila doni ka bon onboarding injiniyɛriw bolo , minnu ka kan ka dɔgɔkun caman kɛ ka misali walekɛlenw ni misali bilalenw danfara
• Bankɛ hakɛ cayalen min bɛ baarakɛminɛnw baarakɛcogo tiɲɛ , kɛrɛnkɛrɛnnenya la ɛntɛrinɛti porogaramuw kɔnɔ kilobayiti kelen-kelen bɛɛ bɛ nɔ bila doni waatiw la ani fɛn caman tigɛli hakɛw la
• Lakanali yɔrɔ bonya — kode salen min kɔnɔ hali bi, o ye fɛnɲɛnɛmaw bilasirali ye hali bi o pakew kɔnɔ
• Test suite bloat yɔrɔ min na baarakɛcogo bɔlenw sɛgɛsɛgɛliw bɛ taa ɲɛ, ka CI minitiw dun, ka dɛsɛ tuma dɔw la cogoyaw la minnu bɛ mɔgɔ hakili ɲagami
• gɛlɛya taamasiyɛn nkalonmaw minnu bɛ fɛn dilanni latigɛw gɛlɛya bawo a ma jɛya fɛn min ye doni ta ye ani min ye fɛn tolen ye

San 2023 sɛgɛsɛgɛli dɔ kɛra DevOps Research and Assessment (DORA) kulu fɛ, o y’a jira ko jɛkulu minnu ka kode jogoɲumanya wale barikamaw bɛ u bolo — o la, kode salenw bɔli tuma bɛɛ — olu bɛ 2,4x ci ka caya wa u ka fɛn caman cili dɛsɛ hakɛ 7x ka dɔgɔn ka tɛmɛ ekipuw kan minnu b’a to fɛɛrɛko juruw ka dalajɛ O jɛɲɔgɔnya tɛ 'ko ye min bɛ Kɛ ni 'ko ye. Kodebasi saniyalenw hakilina ka nɔgɔn, u kɔrɔbɔli ka nɔgɔn, wa u caman cili ka nɔgɔn lafiya la.

Jagokɛlaw minnu bɛ jɔ sigidaw kan i n’a fɔ Mewayz — min bɛ fanga di baarakɛla 138.000 ma jagokɛcogo danfaralen 207 kɔnɔ k’a ta CRM ni sarako la ka se kurunbonkarilaw ɲɛnabɔli ma ani link-in-bio baarakɛminɛnw ma — codebase kɛnɛya ye a jɔyɔrɔ caya. Ni i ka plateforme (plateforme) bɛ o baarakɛyɔrɔ caman na, integration surface (dakun) min bɛ modulew ni ɲɔgɔn cɛ o ka bon kosɛbɛ. Baarakɛbaliw bɔli minnu bɛ kɛ modulu koloma kɔnɔ, olu bɛ se ka jigiya nkalonmaw lase moduluw ma minnu bɛ tali kɛ u la, ka segin-ka-bɔnyew lawuli minnu tɛ mako ɲɛ UI layɛrɛ kɔnɔ, ani ka dantigɛli jatebɔ gɛlɛya cogoyaw la minnu bɛ fɛn nataw kɛ farati ye.

Ka dantigɛli sɛgɛsɛgɛli don bi yiriwali baarakɛcogo la

Baarakɛminɛn teliyalenw fanga lakika i n’a fɔ Rev-dep, o tɛ saniya siɲɛ kelen ye a bɛ se ka min kɛ — o ye se ye ka sɛgɛsɛgɛli kɛ ka taa a fɛ i n’a fɔ i ka yiriwali siratigɛ la . Ni kode salen sɛgɛsɛgɛli ye segin 4 ta miniti 4 nɔ na, ​​aw bɛ se k’a fara aw ka pre-commit hooks kan. Ni a bɛ segin 4 ta miniti 4 nɔ na, i ka CI pibiliki bɛ se ka dɛsɛ sama ɲinini dɔ la min bɛ jagokɛbali kura don sen kan sanni k’a to u ka dalajɛ u makun na.

Nin jiginni in ka bɔ "san saba saniyako" la ka taa "jogoɲumanya da la min bɛ taa ɲɛ" o bɛ tali kɛ min kɛra tuma min na lintɛriw kɛra teliya ye fo ka se ka boli IDE kɔnɔ . Sani ESLint ka baara kɛ waati yɛrɛ la, kode cogoya tun bɛ waleya ni kode lajɛw ye waati ni waati. O kɔfɛ, a kɛra ambient ye — feedback loop developpeurw ye min sɔrɔ code sɛbɛnni senfɛ, a tɛ sɔrɔ kɔfɛ. Sɛgɛsɛgɛli teliya la, o bɛ se ka sigida jogoɲumanya degun kelen in lawuli kode salen lamini na.

baarakɛcogo in sigili a ka c' a la , a bɛ kɛ ni fɛn saba ye :

1. Basigi sɛgɛsɛgɛli : baarakɛminɛn in boli ka kɛɲɛ n' i ka sisan kodebase ye walasa ka kode salen kɔrɔw hakɛ faamuya . Aw kana a ɲini ka fɛn bɛɛ labɛn siɲɛ kelen — triage by module ani prioritize by risk.
2. CI sariya labatoli : i ka sɛgɛsɛgɛli fara i ka pibiliki kan ni dakun ye — i ka dɛsɛ jagokɛbaliw la minnu donna kura ye , nka i kana dɛsɛ minnu bɛ yen fo n’ i y’ u saniya .
3. saniya boli bolodalenw : Baara kɛ ni baarakɛminɛn in bɔli ye walasa ka saniya baara kɛ tuma bɛɛ ɲɛminɛ , ka kode salenw jate nɔfɛ i n' a fɔ jɛkulu ka kɛnɛya jateminɛ waati kɔnɔ .

What the Go Tooling Renaissance Signals ye SaaS jɔbagaw ye

| Biome ye ESLint ni Prettier bila ekipu caman nɔ na. Turbopack ni Rspack bɛ ka Webpack ka tilelafana dun. Bun bɛ ka Node.js yɛrɛ gɛlɛya. Fɛn min bɛ kɛ ɲɔgɔn fɛ, o ye ko nin baarakɛminɛn ninnu tɛ ɲɛtaa dɔ farali dɔrɔn di — u bɛ ɲɛtaa kɛ senfɛ-baarakɛcogo la min bɛ fɛn kɛtaw Changer.

SaS tɔn minnu bɛ fɛn gɛlɛnw jɔ, minnu bɛ se ka kɛ fɛn caman ye, nin baarakɛminɛnko kura in bɛ na ni nɔ tilennen ye ɛntɛrinɛti teliya la. Mewayz ka 207-module architecture — min bɛ fɛn bɛɛ lajɛlen na, k’a ta HR ni sarako la ka se booking systems ani analytics dashboards ma — o bɛ codebase belebele sugu jira tigitigi, min bɛ ɲɔgɔn kan, yɔrɔ min na, dependence analysis teliyalen, tiɲɛnen bɛ kɛ baarakɛcogo kɔrɔba ye. Ni fɛn dɔ b’a to fɛn dɔ b’a to fɛn dɔ bɛ se ka wuli ka tɛmɛn fɛnɲɛnɛma-modulɛ tan ni caman kan, ka yeli kɛ yɔrɔnin kelen na ka don dantigɛli-sɛbɛn yɛrɛ kɔnɔ, o tɛ ko nɔgɔn dɔrɔn ye — o ye fɛnsɔrɔsira sugu ye min bɛ fɛn dilanni musakabaw bali.

se min bɛ se ka jaabi di "min bɛ baara kɛ ni nin baara in ye tiɲɛ na" segin duuru jukɔrɔ sanni ka kɛ miniti duuru kɔnɔ, o bɛ fɛn caman Changer injiniyɛriw ka latigɛw kɛcogo la. A bɛ sɛgɛsɛgɛli musakaw dɔgɔya, o kɔrɔ ye ko ɛntɛrinɛti injiniyɛriw bɛ sɛgɛsɛgɛli kɛ ka caya, o kɔrɔ ye k’u bɛ desizɔn ɲumanw ta. Nin ye nafolodonni nafa camanba ye baarakɛminɛn teliyalenw na min bɛ to ka ye ka ban ni jɛkuluw bɛ miiri yiriwalikɛlaw ka nafabɔ musakaw la.

Ka kode salenw bɔli kɛ i ka ɛntɛrinɛti ladamu dɔ ye

Fɛɛrɛbɔ dɔrɔn tɛ kodɔn saniyalenw jɔ — ladamu bɛ kɛ. Baarakɛminɛn minnu bɛ i n’a fɔ Rev-dep, olu bɛ seko di, nka k’o seko tigɛli kɛ wale ye min bɛ kɛ tuma bɛɛ, o bɛ jɛkulu ka cɛsiri de wajibiya. Ekipu minnu bɛ baara kɛ kosɛbɛ, olu bɛ kodɔn salenw jateminɛw minɛ i n’a fɔ u bɛ sɛgɛsɛgɛli dafalenw minɛ cogo min na: i n’a fɔ kodebase kɛnɛya jiralan yelen, min bɛ tugu ɲɔgɔn kɔ, min bɛ lajɛ ɛntɛrinɛti lajɛw la, ka jate boli boli bolodacogo la.

Laada wale kɛrɛnkɛrɛnnen dɔw minnu bɛ baara kɛ ka ɲɛ, olu dɔw ye "kode bɔli donw" sigili ye — waati ni waati ko minnu na laɲini jɛlen ye ka kode bɔ sanni k'a fara a kan. Netlify tɔgɔ bɔra o gamified ni boli ɲɛmɔgɔya tablow nɔfɛ net layiniw deleted. Stripe ye sɛbɛnni kɛ foroba la u ka wale kan, n’o ye ka kode bɔli jate i n’a fɔ ɛntɛrinɛti dɛmɛni fɔlɔ, min nafa bɛ bɛn fɛnɲɛnɛma baara ma. Hakilila jiginni min wajibiyalen don, o ye k’a dɔn ko kode ɲuman ye kode ye min tɛ yen : i tɛ zana o zana sɛbɛn, o ye zana ye i man kan ka min mara abada, k’a kɔrɔbɔ, k’a ɲɛnabɔ, walima k’a ɲɛfɔ baarakɛla kura ye.

Fɛn dilanni tɔn minnu bɛ jago baara gɛlɛnw ɲɛnabɔ , paralɛli min bɛ ɛntɛrinɛti kɔkan , o bɛ kalan kɛ o cogo kelen na . O kololi kelen min bɛ kodebasiw kɛ kɛnɛyako ye — jateminɛw kɛli tuma bɛɛ, tigiya jɛlen, fɛn minnu bɛ bɔ mɔgɔ si tɛ baara kɛ ni olu ye — o bɛ jago taabolo fana kɛ kɛnɛyako ye. Plateforme minnu bɛ i n’a fɔ Mewayz, olu jɔra tigitigi walasa ka o baarakɛcogo jɛlen sugu di jagokɛlaw ma : baarakɛminɛn minnu bɛ baara kɛ ni u ye, baarakɛcogo minnu bɛ nafa lase, ani jɛkulu ka girinya salen bɛ ka dalajɛ yɔrɔ minnu na, olu yecogo kelen ye. I mana baara kɛ ni porogaramuw bɔli ye minnu ma baara kɛ walima jago taabolo minnu ma baara kɛ, o kololi min bɛ o kɔnɔ, o ye kelen ye.

Baarakɛminɛnw bɛ ka teliya, jaabiw bɛ ka gɛlɛya, wa ekipu minnu bɛ wari bila kodɔn saniyako infrastructures la bi, olu bɛ ka nafa dɔ jɔ min bɛna kɛ sababu ye ka jatebɔ kɛ san caman kɔnɔ. Rev-dep n’a ka kulu min ye Go-powered developer tools ye, olu tɛ dantigɛli nafamaw dɔrɔn ye — u ye infrastructure layer ye min bɛ porogaramuw teliya sabatili kɛ sababu ye. Wa diɲɛ kɔnɔ, iterasiyɔn teliya ye nafa fɔlɔ ye ɲɔgɔndan na porozɛw jagokɛlaw fɛ, o tɛ haminanko ye min bɛ kɛ kɔkan. O ye tulon bɛɛ ye.

Ɲininkali minnu bɛ kɛ tuma caman na

Mun bɛ Rev-dep teliya ka tɛmɛ knip.dev kan ?

Rev-dep jɔlen bɛ Go kɔnɔ, o ye sistɛmu kan ye min labɛnna ka ɲɛ ka kɛɲɛ ni ɲɔgɔndɛmɛ ni waleyali teliya raw ye, k’a sɔrɔ knip.dev bɛ baara kɛ Node.js kan. O danfara min bɛ fɛn dilanni na, o b’a to Rev-dep bɛ se ka dantigɛli jatebɔw sɛgɛsɛgɛ ani ka kode salenw dɔn fo ka se siɲɛ 20 ma joona. Ni monorepo belebelebaw walima kodebase gɛlɛnw kama — i n’a fɔ 207-module architecture min bɛ Mewayz ka jago OS fanga di app.mewayz.com kan — o baarakɛcogo danfara bɛ baara kɛ ni waati yɛrɛ ye min bɛ mara CI boli bɛɛ la.

porozɛ min bɛ ka bonya cogoya la, o bɛ kode salen joli dalajɛ ?

Kalanw ni nsiirinw minnu bɔra ɛntɛrinɛti jɛkuluw la, olu b’a jira ko kodɔnba kɔgɔlenw bɛ se ka kode ta yɔrɔ o yɔrɔ, k’a ta 10% na ka se 35% ma, baara ma kɛ ni minnu ye walima minnu tɛ se ka sɔrɔ. Gɛlɛya bɛ bonya ni ekipuw bɛ ka sɛgɛsɛgɛli kɛ — fɛnw bɛ ban, APIw bɛ Changé, ani modules bɛ bila k’a sɔrɔ u ma saniya. Plateforme minnu bɛ i n’a fɔ Mewayz, n’o bɛ jago modulu 207 ni kɔ fara ɲɔgɔn kan ka kɛ baarakɛminɛn kelen ye min bɛ $19/mo, olu bɛ u jigi da kode salenw dɔnni kan cogo la min bɛ kɛ cogo la walasa kodebase ka to a cogo la ani a ka se ka ladon.

Yala Rev-dep bɛnnen don ekipuw ma minnu tɛ baara kɛ ni JavaScript walima TypeScript ye wa ?

Rev-dep sinsinnen bɛ JavaScript ni TypeScript ekosisɛtiw kan sisan, o b’a kɛ knip.dev nɔnabila tilennen ye o sigidaw la. Kan wɛrɛw dɛmɛni bɛ se ka bonya ni poroze bɛ ka kɔgɔ. Ni i ka jɛkulu bɛ ɛntɛrinɛti kan fɛnw walima SaaS baarakɛminɛnw dilan — i n’a fɔ Mewayz b’a ka jago OS dafalen di cogo min na app.mewayz.com kan — n’i ka stack ye JS/TS-heavy ye, Rev-dep nafa ka bon kosɛbɛ ka jateminɛ kɛ i ka developpeur toolchain kɔnɔ bi.

Ne bɛ se ka Rev-dep don n ka CI/CD pibiliki kɔnɔ min bɛ sen na wa ?

Ɔwɔ. Rev-dep dabɔra i n’a fɔ CLI baarakɛminɛn, o b’a to a ka nɔgɔn ka jigin CI/CD pipeline o pipeline kɔnɔ i ka linting ni testing steps kɔrɔlenw kɛrɛfɛ. A teliya nafa nafa ka bon kɛrɛnkɛrɛnnenya la otomatiki pibilikiw la yɔrɔ minnu na jaabi teliyalenw bɛ dɔ bɔ yiriwalikɛlaw ka makɔnɔni waatiw la. I mana daminɛ lean dɔ ɲɛminɛ wo, walima i bɛ plateforme dafalen dɔ ɲɛminɛ i n’a fɔ Mewayz ka $19/mo business OS, ka kode salenw sɛgɛsɛgɛli don i ka pipeline kɔnɔ, o bɛ dɛmɛ ka codebase saniya sabati ɲɔgɔndan bɛɛ la.