Sura ibihumbi by'ibikorwa byiteguye kuri Claude, Cursor, n'ibindi.
Ni Coding ya Vibe Ni Izihe? Inshuro 50 Zihuta
Gukora "vibe coding" bisobanuye kubaka porogaramu zisaba gusobanura ibyo wifuza mu ndimi zisanzwe ubwira imashini nk'iyi ya Claude cyangwa Cursor, aho kwandika amakode umurongo ku murongo. Andrej Karpathy ni we washinze iri jambo mu Gashyantare 2025. Bugeze ku mpera y'umwaka, ijambo "vibe coding" ryahise riba irya buri mwaka kuri Dictionary ya Collins. Ibyo iyo mashini itanga ni porogaramu, umukino, cyangwa icyerekano gikoreshwa by'ukuri.
Ku bantu bakora ibintu bidakeneye ubumenyi bwa tekiniki, "vibe coding" igera kuri 80% by'ikintu cyuzuye. 20% bya nyuma (ibishushanyo byashyizweho imbaraga, uburyo bukoreshwa cyane, n'ubumenyi bwa kijyambere bwa AI) ni byo Vibe Skills yageneye kugirango utangirire buri mushinga ku gihe cyo gutangira.
Sura ibihumbi by'ibikorwa byiteguye kuri Claude, Cursor, n'ibindi.
Aho Ijambo Ryavuye (N'Impamvu Ryakomeje Kwiboneza)
Andrej Karpathy yanditse ijambo kuri X kuya 2 Gashyantare 2025. Yasobanuye uburyo bwo gukorana n'ibikoresho bya AI byo gukora codes aho "wishimira ibintu, ukishimira iterative, ugahita wibagirwa ko code ibaho". Mu kwezi kumwe, Merriam-Webster yayihaye izina rya slang kandi igenda iramenyera. Mu Ukuboza 2025, yahise iba ijambo ry'umwaka kuri Collins English Dictionary.
Impamvu ryakoreshejwe mu mezi 12:
- Ibikoresho bya AI byo gukora codes byarushijeho kuba byiza cyane mu mpera za 2024 no mu ntangiriro za 2025.
- Ibikoresho nka Cursor, Lovable, Bolt, na Claude Code byahindutse aho gusubiramo ibyo umuntu yanditse, bikaba "gusobanura ibintu, bikakugenera ibyo bintu".
- Abantu batari abateramakori (abashushanyo, abashinga ibigo, abakora kwamamaza) batangiye kohereza porogaramu nyazo badafunguye inyigisho za code.
Ikintu cy'ingenzi muri "vibe coding" ni intego. Wasobanura ibyo wifuza. AI ikaba yita ku buryo bwo kwandika code. Wasoma ibyo yakurungiye, ugahindura, ugahindura mu ndimi zisanzwe.
Sura ibihumbi by'ibikorwa byiteguye kuri Claude, Cursor, n'ibindi.
Ni Gute "Vibe Coding" Yikora Mu By'ukuri (Mu Intambwe 4)
"Vibe coding" ni ikiganiro, ntabwo ari igihe cyo kwandika code. Icyo umuntu akora ni kimwe, haba uri kubaka urubuga rw'ibitangazamakuru, umukino wo kuri internet, cyangwa icyerekano cy'ibintu 3D. Ubu ni uburyo abantu bakora ibintu bakoresha mu 2026:
Intambwe ya 1: Sobanura icyo ushaka kugeraho
Fungura Cursor, Claude Code, Lovable, cyangwa Bolt. Andika ibyo ushaka mu ndimi zisanzwe. Urugero: "Nshyiriraho urubuga rumwe rw'ibitangazamakuru rw'ikiganiro cyitwa Quiet Hours, rifite umutwe munini w'ijambo risanzwe, rizajya rishyira umuziki, kandi rizajya rikoreshwa n'ubu na none mu gufata amakuru y'umuntu".
Intambwe ya 2: Reka AI ikore verisiyo ya mbere
AI yandika igice cyose cy'umushinga (HTML, CSS, JavaScript, rimwe na rimwe na backend) kandi ikawukoresha. Ubona icyo gihe kivugururwa mu masegonda. Nta kwishyiriraho. Nta gushiramo ibikoresho. Nta "fungura terminal".
Intambwe ya 3: Isingire mu ndimi zisanzwe
Ntube ufungura dosiye ya code. Utangira kuvuga utya: "yerekana umutwe munini cyane", "gusimburana umutwe wijimye n'uw'amavuta n'igishyimbo", "ongera igice kigaragaza ibiganiro bya kera". AI isoma code yayo, ihindura ahahwanye, kandi igahindura icyo gihe kivugururwa.
Intambwe ya 4: Kohereza
Kanda kuri kohereza. Igikoresho gikora umushinga ku rubuga rwa interineti. Bimwe bikoresho (Lovable, Bolt) bihuzwa n'izina ryawe mu kanda rimwe. Ibindi (Cursor, Claude Code) bihitira kuri Vercel cyangwa Netlify.
Icyo uhindura: uhagarara gutekereza nk'umuntu wandika code ("nihe iyi dosiye ijya?") uhitira gutekereza nk'umuyobozi ("ibintu by'ingenzi bigomba kuba bihamye").
Kuri Nde Mu By'ukuri "Vibe Coding" Yagenewe (Ikintu Kidateganyijwe: Ntabwo Abateramakori Gusa)
"Vibe coding" yashyiriweho abakora ibintu bidakeneye ubumenyi bwa tekiniki mbere na mbere. Benshi bavuze icyo Karpathy abaza abakora code, ariko abantu benshi bashimishijwe n'iki kintu mu 2026 bari mu kindi cyiciro. Uyu munsi, umuntu usanzwe ukora "vibe coding" ni umwe muri aba bantu:
- Abashinga ibigo badafite umuyobozi mukuru w'ikoranabuhanga bakora ibitangazamakuru, porogaramu, n'ibigaragaza ibitekerezo mu ijoro rimwe.
- Abashushanyo bahindura ibishushanyo byabo bya Figma mu rubuga rushobora kwifashishwa batahitse baha abateramakori.
- Abakora kwamamaza bakora ibikoresho bito (imibare, quizzes, abarimana baba barakoreye amafaranga) nk'ibyo abantu bakenera mu gihe cyo kurya.
- Abakora ibikoresho kohereza imikino yo kuri internet, ibigaragaza ibitekerezo, n'ibindi bitangaje bikwirakwira.
- Abantu bakora ubucuruzi bwabo babikoreye bonyine bagiye hejuru y'amafaranga 10k buri kwezi bakora verisiyo ya mbere y'ibyo bakora.
Ibihamya birahagije. Pieter Levels yakoreye umukino wo kuri internet ugendana n'abantu benshi akoresheje Cursor na Grok 3 wateje miliyoni 1 y'amadovise y'umwaka mu minsi 17. Lovable, urubuga rwa "vibe coding" rwasohotse mu 2024, rwavuyemo miliyoni 100 z'amadovise y'umwaka mu mezi 8. Anthropic yakoreye Claude Cowork (porogaramu ya mudasobwa) mu minsi 10 bakoresheje Claude Code yabo.
Uburyo buragaragara: abantu batsinda kuri "vibe coding" si ngombwa ko ari bo bateramakori beza. Ni bo bashoboye cyane gusobanura ibyo bifuza.
Ni Iki Abantu Bakora Mu By'ukuri Na "Vibe Coding"
Ntabwo buri kimwe kiva mu bikorwa ari porogaramu igurisha amafaranga. Ibyinshi mu bikorwa bya "vibe coded" bigwa mu byiciro 3 bigaragara, byose bihuye n'ibyiciro bisanzwe kuri Vibe Skills:
| Ubwoko bw'ibyo kohereza | Ibyo bigaragara | Icyiciro cya Vibe Skills |
|---|---|---|
| Urubuga rw'ibitangazamakuru, urubuga ruto, ibikoresho by'amakuru | Urubuga rw'ibitangazamakuru, porogaramu z'ibyo abantu bakenera, urubuga rw'abashinga ibigo, ibikoresho by'ubuntu | /category/web-ui |
| Imikino yo kuri internet n'ibigaragaza ibitekerezo | Imikino ya arcade ya Three.js, ibigeragezo by'abantu benshi, imikino mito ifitanye imigabane | /category/3d-games |
| Ibiyerekano 3D bikoreshwa n'ibigaragaza ibintu uko bikora | Ibikoresho by'ibishushanyo, ibintu by'ibanze 3D, ibigaragaza ibintu uko bikora, ibiyerekano bikoreshwa no kuzunguruka | /category/interactive-3d |
Buri cyiciro cya Vibe Skills gifite ibintu 30+ byiteguye byagenewe ibyo ushaka kohereza. Ntube utangira ku rubuga rutagira icyo ririmo. Ushiramo ikintu cyitwa "skill" gikora ibyo ushaka kugeraho kandi kizi icyo ari cyo.
Bona ibishushanyo n'ibikorwa bya interineti kuri Vibe Skills →
Aho "Vibe Coding" Ihura n'Ikibazo (N'aho AI Skills Yafasha)
"Vibe coding" y'umwimerere igera kuri 80% by'uburyo. 20% bya nyuma niho abakora ibintu bidakeneye ubumenyi bwa tekiniki bahurira n'ikibazo, kandi niho ibikorwa byinshi bibura. Aha niho ibintu byahagarara:
- Kugira ubwoba bwo gutangira ku kibuga cyari kirimo ubusa. Ufungura Cursor cyangwa Lovable wandikamo ikintu. AI ikora verisiyo ya mbere. Ibikora. Ariko bigaragara nk'ibisa n'ibindi, umwanya munini wabaye mubi, kandi ntuzi icyo wavuza.
- Kutagira icyo witegaho. AI ntizi ibyo ukora, abantu bawe, cyangwa icyo "cyiza" kiri mu cyiciro cyawe. Bityo bikaba byaguhaye ikintu gikabije.
- Kugirira icyaha buri gihe. Buri mushinga mushya utangira ku busa. Usubiramo ibintu bimwe (umutwe w'ijimye, umutwe munini w'ijambo, uburyo bwo kanda, ibikorwa bikomeye) inshuro nyinshi.
- Kwitondera kutaboneka. Verisiyo ya mbere irakora. Verisiyo y'ibyo wakoreye igomba kuba ihamye, kwemerwa, amategeko y'ibimwe, n'igihe cyo kurangiza gutakijijwe ko utazi icyo wavuza.
Ibi ni ibyo AI skills zikemura. Ikintu ni urutonde rw'ibikorwa bifitanye imigabane bizwi ko bikoreshwa mu bwoko bw'ibyo ukora. Ushiramo "SaaS Landing Page" skill kuri Vibe Skills, n'ibikorwa bya AI bigatangira umushinga ufite uburyo bwiza bw'umutwe, ahantu heza hakoreshwa, n'ibindi. Ukora "vibe coding" uhereye ku gukomera aho kuba ku busa.
Ibyo ugiraho: aho kurwana na AI amasaha 6 kugirango ugire urubuga rw'ibitangazamakuru ruhindura abashyitsi abakiriya, uhakora mu minota 30 kandi bimaze guhindura abashyitsi abakiriya.
"Vibe Coding" vs AI Skills: Iherezo Ryazo
"Vibe coding" ni uburyo. AI skills ni ibigereranyo bigatuma uburyo bwihuta. Aha niho bigereranywa:
| Uburyo | "Vibe coding" y'umwimerere | "Vibe coding" + AI skills |
|---|---|---|
| Aho utangira | Urubuga rwanditseho ubusa | Ibikoresho byiteguye bifite uburyo bwiza bwakoreshejwe |
| Igihe kugira verisiyo ya mbere ikoreshwa | 30 - 90 min | 5 - 15 min |
| Kugaragaza ibishushanyo | Icyo AI yageneye | Abashushanyo bahisemo byinjira mu cyiciro |
| Kwita ku bimwe n'ibyo abantu bakenera | Ugenda wibonera ibibazo nyuma yo kohereza | Byakorewe mu kintu cyo kwiyereka |
| Gusubiramo imikoreshereze mu bikorwa byinshi | Usubiramo buri gihe | Shyiramo rimwe, usubiremo buri gihe |
| Igiciro kuri buri mushinga | $0 mu bikoresho, amasaha y'igihe cyawe | Kwishyura buri kwezi, iminota y'igihe cyawe |
| Ubwoko bw'ibyo wakoreye muri verisiyo ya mbere | "Ibikora" | "Icyo kohereza" |
"Vibe coding" ni ikinyabupfura. AI skills ni ibyanditswe ku binyobwa. Urashobora gukora "vibe coding" utazi izo skills. Uba ugenda wikoresha amasaha menshi kandi ugakora ibintu bidafite ubwiza.
Inshuro 5 zo Gutangira "Vibe Coding" Iki Cyumweru
"Vibe coding" ifite ikigero cyo hasi cyane cy'ubumenyi mu byo umuntu akora mu 2026. Urashobora kohereza ikintu nyacyo, gikora mu mpera z'iki cyumweru niba ukurikiza ubu buryo:
- Hitamo ikintu gikwiye cya AI kuri Vibe Skills. Boresha ibishushanyo n'ibikorwa bya interineti, imikino 3D, cyangwa ibiyerekano 3D bikoreshwa hashingiwe ku byo ushaka gukora. Shyiramo ikintu gikwiriye ku byo ushaka gukora.
- Hitamo ikoresho rya "vibe coding". Kugira ngo utangire vuba, hitamo Lovable cyangwa Bolt. Kugira ngo ubashe guhitamo, hitamo Cursor cyangwa Claude Code. Byose uko ari bine bikorana n'ikintu wshyizeho.
- Sobanura icyo ushaka kugeraho mu bihe 2 - 3. Ni uwuhe mushinga? Ni uwande? Ni ikihe gikorwa kimwe umushyitsi agomba gukora? Ikintu gikora ibintu byibanze; ibisobanuro byawe bigakora ku bintu byihariye.
- Genda uhindura mu ndimi zisanzwe. Ntube ufungura dosiye za code. Isingira ku byo ubonye ("yerekana umutwe ushobora kuba mwiza", "gusimburana igice cya kabiri n'ibyo abantu bavuga", "ongera ikindi kintu cyo kanda kuri igikoresho") kandi reka AI ikore ibindi.
- Kohereza no gusuzuma. Shyiraho ku rubuga rwa interineti koko mu munsi. Bwohereza kuri bantu 5. Bategereze uko bakora. Uburyo bwa "vibe coding" burihuta cyane ko ugomba kohereza verisiyo ya mbere mu masaha 24 uhereye igihe utangiriye.
Abantu batsinda kuri "vibe coding" si abafite amabwiriza meza. Ni abohereza verisiyo za mbere nyinshi.
Tangira n'ikintu cyo gushushanya n'ibikorwa bya interineti kuri Vibe Skills →
Ibibazo Bisanzwe Bibazwa
Mbese nkenera kumenya code kugira ngo ntangire "vibe coding"?
Oya. "Vibe coding" yakorewe kugira ngo abakora ibintu bidakeneye ubumenyi bwa tekiniki bashobore kohereza porogaramu, imikino, n'urubuga bikora nta gusoma cyangwa kwandika code. Wasobanura icyo ushaka kugeraho mu ndimi zisanzwe, AI ikakugenera code, kandi ugahindura ugendeye ku byo ubonye. Ibikoresho nka Lovable na Bolt ntibikeneye kwishyiriraho; andika gusa. Kugira ngo utangire ibyiteguye, shyiramo ikintu gikomoka kuri vibeaiskills.com.
Mbese "vibe coding" ni kimwe na "no-code"?
Si rwose. "No-code" ikoresha ibikoresho by'amashusho bifite ibice byo kwicisha no kuzana. "Vibe coding" ikoresha AI kwandika code nyayo hashingiwe ku byo wavuze. Gutandukana kurahari: "no-code" ikugabiza ku rubuga, mu gihe ibikorwa bya "vibe coded" ari code nyinshi ufite kandi ushobora kohereza ahantu hose. Byombi biha abakora ibintu bidakeneye ubumenyi bwa tekiniki kohereza; "vibe coding" itanga ubwisanzure kurushaho umaze kurenga ibyibanze.
Mbese koko nkohereza porogaramu nyayo, igurisha amafaranga?
Yego. Pieter Levels yakoreye umukino wo kuri internet ugendana n'abantu benshi wakorewe na Cursor na Grok 3 wateje miliyoni 1 y'amadovise y'umwaka mu minsi 17. Lovable yavuyemo miliyoni 100 z'amadovise y'umwaka mu mezi 8. Anthropic yakoreye Claude Cowork mu minsi 10. Uburyo: hitamo ikoresho gikwiye, shyiramo AI skill kuri Vibe Skills ikwiye, kohereza verisiyo ya mbere mu munsi, ugahindura ugendeye ku bantu nyabo.
Ni ibihe bikoresho nkenera gutangirira?
Ukeneye ikoresho rimwe rya AI ryo gukora code n'ikintu kimwe cya AI. Ku bantu batari abateramakori, Lovable cyangwa Bolt niho havugwa cyane (bikoreshwa kuri internet, nta kwishyiriraho). Kugira ngo ubashe guhitamo, Cursor na Claude Code ni ibisanzwe. Bihuza ikoresho na skill ya Vibe Skills ibijyanye n'ubwoko bw'ibyo ukora (urubuga rw'ibitangazamakuru, umukino, ikiyerekano 3D). Ni yo yose.
Ni iki gitandukanya "vibe coding" no gukoresha ChatGPT kwandika code?
ChatGPT ikugenera ibice bya code mu kiganiro. Ubibikora, ugahita ushyiramo, ugahita ushaka, ukarushaho, ugahindura, ugahindura. Ibikoresho bya "Vibe coding" (Cursor, Lovable, Claude Code) ni ahantu hamwe. AI ibona umushinga wawe wose, ihindura dosiye neza, ikakugenera code, kandi igakwereka ibyo wakoreye vuba. Gutandukana ni amasaha kuri buri gihe cyo guhindura ahari iminota.
Mbese ibikorwa bya "vibe coded" bizajegajega mu gihe cyo kubikora?
Birashoboka, kandi ni ko kwamagana kugira ngo tugere ku bwiza. Ibikorwa bya "vibe coded" by'umwimerere kenshi bikora ibintu by'amashyirahamwe, ibyo abantu bakenera, n'ibindi byo kumvira umuntu mukuru w'umuteramakori yajya abona. AI skills zifasha kwirinda gutanga ibi bintu kuva ku ntangiriro: ikintu cyo gushushanya urubuga rw'ibitangazamakuru kuri Vibe Skills gikora bifitanye amakuru ajyanye n'ibimwe, HTML, kandi ugahita wihagararaho no kwemeza ibyo washoye. Kugira ngo ukore ibikorwa by'umwimerere bifitanye abantu, uhuza "vibe coding" n'ikintu cya AI n'igihe cyo gusuzuma.
Mbese "vibe coding" izasimbura abateramakori?
Ku bintu bikomeye (ibigo binini bikorera amafaranga, ibikoresho, ibijyanye n'umutekano), oya. Ku ngingo za 80% zigizwe n'urubuga rw'ibitangazamakuru, ibikoresho by'imbere, ibigaragaza ibitekerezo, urubuga rw'ibitangazamakuru rw'ibizamini, n'ibindi bikorwa by'abakora ibintu, "vibe coding" yahinduye ababikora. Abashushanyo, abashinga ibigo, n'abakora kwamamaza noneho bakora ibyo bikorwa ubwabo aho kwishakira cyangwa gutegereza abateramakori. Iyo mibare iragenda yiyongera buri gihembwe.
Witeguye Gusohora Ikintu Cyawe Cya Mbere Cya "Vibe-Coded"?
"Vibe coding" ni uburyo bwihuse ku bakora ibintu bidakeneye ubumenyi bwa tekiniki kugira ngo bashyireho ibintu by'ukuri, bikora ku rubuga mu 2026. Icyo bibaza ni uko ukubaka ku kibuga cyari kirimo ubusa bikigora amasaha kandi bigatanga ibintu bisanzwe. AI skills zikora ibi: shyiramo kimwe, ukore "vibe coding" uhereye ku gukomera, usohore verisiyo ya mbere mu minota 30.
Boresha "vibe coding" skills kuri vibeaiskills.com →
Hagarara ureba ikibuga cyari kirimo ubusa. Shyiramo Vibe Skills skill kandi ukore "vibe coding" ku kintu cyawe cya mbere cy'ibyo wakoreye mu mpera z'iki cyumweru.