Vibe coding izarangira nkigikorwa cyabakora?

Icyitegererezo Ntamuntu Wifuza Kuvuga

Muri 2012, ikinyamakuru Igihe cyakoze inkuru yerekana ko printer ya 3D "izahindura isi." Maker Faires yashushanyije ibihumbi icumi byabakunzi. TechShop francises yafunguraga mumijyi yo muri Amerika. Ibisobanuro ntibyashobokaga: abantu basanzwe bahita bashushanya kandi bagakora ikintu icyo ari cyo cyose batekerezaga, bakazamura inganda n’iminyururu nkuko interineti yari yazamuye ibitabo. Nyuma yimyaka icumi, TechShop yatanze ikirego cyo guhomba, printer nyinshi zabakoresha 3D zegeranya umukungugu muri garage, kandi inganda zumwuga zirasa cyane cyangwa nkeya nkuko byari bimeze mbere.

" Vibe coding - imyitozo yo gusobanura software mundimi zoroshye no kureka AI ikabyara code nyayo - kuri ubu ibaho binyuze mu gice kimwe cya euphoric igice cyambere abayikora bishimiye nko muri 2011. Ikibazo gikwiye kubazwa cyane ni iki: ibizakurikiraho?

Ibyo Mouvement Mouvement Yatwigishije Mubyukuri

Urugendo rwabakora ntirwatsinzwe - gusa rwananiwe gutanga impinduramatwara abayunganira cyane basezeranye. Ibyo byatanze mubyukuri byari ibisubizo byingenzi ariko bituje: byamanuye hasi kugirango bikoreshe ibyuma byifashishwa, bibyara igisekuru cyose cya ba injeniyeri bakoze bwa mbere ibikoresho bya elegitoroniki babinyujije mu bikoresho bya Arduino, kandi barema abaturage baramba hafi y’ibikoresho bifungura isoko. Ibikoresho byateye imbere rwose. Demokarasi yari igice kandi nyacyo, gusa ntabwo yuzuye kandi ihinduka.

Icyo ingendo idashobora gutsinda ni ikinyuranyo hagati ya prototype ikora nibicuruzwa byoherezwa. Uruganda rushobora kubaka sisitemu nziza yo kuvomera ibihingwa nyuma ya saa sita. Guhindura ibyo mubintu byizewe bihagije kugurisha, gushyigikirwa, nubunini byasabye ubuhanga ubuhanga umutwe wavuze ko budakenewe. Ibice bikomeye - kwizerwa rya software, gucunga amasoko, kubahiriza amabwiriza, ubufasha bwabakiriya - ntibyacitse kuko Amabwiriza yatumye ibice bishimishije byoroshye.

Iri tandukaniro riri hagati yo kumanura hasi no kuzamura igisenge cyane kugirango dusuzume ikoranabuhanga iryo ari ryo ryose rya demokarasi. Urugendo rwabakora rwazamuye miriyoni yabantu kuva kuri zeru kugeza kuri prototype. Byaragoye gukura ibyinshi muri prototype bijya mubikorwa. Gusobanukirwa aho vibe coding yicaye kuri iyo spekure ni umurimo nyawo wo gusesengura.

Kode ya Vibe iratandukanye mubyukuri muburyo bumwe bukomeye

Igisubizo cyukuri nuko software ishobora gukomera kuruta ibyuma. Igice cya prototype yibikoresho byumubiri bifite atome muri yo - kwihanganira, ibintu bifatika, imbaraga zumuriro - zidapima neza. Porogaramu ya porogaramu ya prototype ifite logique muri yo, kandi logique irashobora gusubirwamo, kwagurwa, no gukomera muburyo budasaba gusubiramo uruganda. Ikinyuranyo hagati ya MVP yerekana vibe na progaramu yumusaruro nukuri, ariko birashoboka ko ari nto ugereranije no gutandukanya icyapa cya MakerBot nigicuruzwa cyatewe inshinge.

Reba ibyabaye: Gusubiramo byatangajwe mu 2024 ko abakoresha bakoreshaga porogaramu zanditse ku gipimo cyasaga naho kidashoboka mu myaka ibiri ishize. Indanga, Windsurf, na GitHub Copilot hamwe hamwe ifite miliyoni icumi zabakoresha bakora. Aba ntabwo ari abakunzi bubaka inyoni - ni abashinze gutangiza ibicuruzwa bya SaaS, abamamaza ibicuruzwa byubaka ibikoresho byimbere, abashinzwe ibikorwa gutangiza ibikorwa byakazi byasabwaga mbere byabashinzwe gutera imbere. Umuvuduko wibikorwa nyabyo hano urenze ikintu icyo aricyo cyose cyimikorere yakozwe mumadirishya igereranijwe.

Ariko umuvuduko wo kurera ntiwigeze uba ikintu kimwe nigihe kirekire cyo guhinduka. Kwifashisha imbuga nkoranyambaga byarihuse kandi byimbitse kuruta vibe code, kandi iracyatanga ibisubizo byari gutera ubwoba abavugabutumwa bayo ba mbere. Umuvuduko wibihe byubu ni gihamya yingirakamaro nyayo, ntabwo ari garanti yigihe kizaza kivugwa hafi yacyo.

Ikibazo cya Ceiling kiraza

Hano niho abakora ingendo ibangikanye bongera kwigisha. Abantu muri iki gihe batanga ibisobanuro bikubiyemo vibe coding - "Nubatse SaaS mu masaha 48" - ni abantu hafi ya bose basanzwe bazi kode. Bakoresha AI kugirango yihutishe cyane akazi bashoboraga gukora buhoro buhoro. Ibi bifite agaciro rwose, ariko nibisabwa bitandukanye n "" umuntu wese ushobora kubaka software ikora. "

Abashinze badafite tekiniki bagerageza kubaka progaramu zikomeye hamwe na code nziza ya vibe ikora kurukuta ruteganijwe:

• Intege nke z'umutekano zitangizwa kuko umwubatsi atazi kubaza ibijyanye no guterwa SQL cyangwa kwemeza gutemba
• Kwishyira hamwe bigoye mugihe uhuza abatunganya ubwishyu, imishinga APIs, cyangwa sisitemu iremereye
• Gukemura ibibazo
• Gufata umwenda byegeranya kubera ko logique yumwimerere itari yunvikana bihagije kugirango ihindure neza

Nta kibazo na kimwe muri ibyo ari inyigisho. Nibibazo byuzuza ibisubizo bya buri "Nubatse X ntazi kode", byashyizweho nyuma y'amezi atandatu nyuma yo gutangaza intsinzi. Imva yimigendekere yimva yimishinga ya Kickstarter yataye imishinga ifite software ihwanye nayo itangiye kwamamara.

Demokarasi nyayo mu ikoranabuhanga ntabwo yigeze iba "umuntu wese ushobora gukora ibice bikomeye." Byahoze ari "ibice bikomeye ubu biri hejuru, kandi abantu benshi bashobora kugera hasi." Vibe coding yimura ijambo. Igisenge kiracyahari.

Ikirokoka Cycle Cycle: Gukina Ibikorwa Remezo

Ibisubizo biramba cyane byimikorere yabakora ntabwo byari ibicuruzwa byabaguzi - byari ibikorwa remezo. Arduino iracyakoreshwa cyane muri prototyping yinganda. Raspberry Pi ifite miriyoni 50 mubice kandi niyo nkingi ya sisitemu itabarika. Umuco wo gufungura ibikoresho byububiko byububiko byatanze amasomero yibigize hamwe nibikorwa byo guhimba abashakashatsi babigize umwuga bakoresha buri munsi. Impinduramatwara ntiyahageze nkuko byamamajwe, ariko yasize inyuma yingirakamaro rwose.

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Umurage urambye wa Vibe coding birashoboka ko bisa. Ibisobanuro byihariye by "abadafite tekiniki bashinze porogaramu yubucuruzi yigenga" birashoboka ko bizashirwa mumateka yoroheje kandi yukuri. Igisigaye ni iterambere rifashwa na AI nkurwego ruhoraho rwo gutanga umusaruro kubateza imbere bakora, hamwe nigisekuru cyabashoramari bumva software bihagije kugirango bayobore abakozi ba AI nubwo badashobora kwandika code yumusaruro ubwabo.

Kubucuruzi, ikibazo cyingenzi nicyo cyuzuza icyuho - kandi niho urubuga rwubatswe hafi yuburyo bwuzuye no guhuriza hamwe byinjiza kubaho. Aho gusaba buri mukoresha kuba coder ya vibe, moderi irushijeho kwihanganira ibaha ibyubatswe mbere, byakozwe mubuhanga byumwuga bashobora gushiraho batubaka kuva kera. Ubu ni bwo buryo bwa filozofiya ishushanya inyuma ya porogaramu nka Mewayz, itanga uburyo 207 butandukanye bw’ubucuruzi - CRM, inyemezabuguzi, HR, umushahara, imicungire y’amato, sisitemu zo gutumaho, isesengura - ko umucuruzi ashobora guterana atanditse umurongo wa kode kandi nta mutekano n’ingaruka ziterwa na code yakozwe na AI.

Kazoza Kabiri kagenda kuringaniza

Birakwiye kunanira ubushake bwo guhitamo igisubizo kimwe hano. Amateka yimikorere yabakora ntabwo yari yananiwe byoroshye - byari ugutandukana. Ishami rimwe ryahindutse ecosyisiteri yumwuga yibidukikije: byihuse, bihendutse, byoroshye ibyuma byifashishwa byungura cyane cyane abantu basanzwe bafite ubuhanga bwubuhanga. Irindi shami ryahindutse ibihangano nyabyo byumuco, igisekuru cyabantu bafite ubushishozi bwimbitse bwukuntu ibintu bifatika, nubwo benshi muribo ntacyo bakora.

Kode ya Vibe irerekeza ku gutandukana bisa. Kubateza imbere babigize umwuga, ibikoresho bya code ya AI bimaze kuba bitandukanijwe niterambere ryakazi ubwaryo - ntabwo ari impinduramatwara, gusa ibikorwa remezo, uburyo Stack Overflow no kugenzura verisiyo byabaye ibikorwa remezo. Kubatari abatekinisiye, ibisubizo birashoboka biramba ntabwo ari iterambere ryigenga rya software ahubwo ni imikoranire myiza yo murwego rwo hejuru hamwe na porogaramu ya software: ibisobanuro byiza kubikoresho bya AI, ibyangombwa bisabwa neza kubateza imbere, gusuzuma neza abacuruzi, gutunganya neza sisitemu zihari.

Ubucuruzi 138.000 ubu bukoresha Mewayz ntabwo buhari cyane kuko vibe yanditse inzira muburyo bwihariye. Barahari kuko gushiraho moderi yakozwe neza ninzira yizewe muburyo bwa sisitemu yubucuruzi ikora kuruta kubyara imwe kuva kera, utitaye kuburyo umufasha wa AI ari mwiza. Icyo gitekerezo cyagaciro ntigabanuka niba vibe coding ikuze - birashoboka ko byakomera, kuberako abakoresha bafite ubumenyi bwa AI bafite ubushobozi bwo kuvana agaciro mumasoko akomeye ya modular kurusha ababikora batayifite.

Ibyo abakoresha ubwenge bagomba gukora mubyukuri nonaha

Ikibazo.
1. Koresha ibikoresho bya coding ya vibe kubikoresho bito byimbere byimbere. Kohereza vuba, witege kwiyubaka, wigire kubikorwa.
Igihe cyo kubaka amasaha 48 ntigikwiye gukira amezi atandatu yo gukira amakuru atubahirijwe.
• Gushora mubikorwa byo gusoma no kwandika hejuru yubumenyi bwo gukoresha ibikoresho. Gusobanukirwa syntax yigikoresho cyihariye cya code coding ntabwo.
• Wubake kuri fondasiyo ya modula aho bishoboka.
• Fata code ifashwa na AI nkigikoresho cyubushakashatsi nigikoresho cyo gukoresha prototyping, ntabwo ari ingamba zo kohereza umusaruro.

Abakora imyitozo yimikorere myiza ni bo bayikoresheje kugirango bige byihuse, prototype ihendutse, kandi bavugane neza nabakora umwuga - ntabwo bagerageje gusimbuza abakora umwuga rwose. Vibe coding analogue imaze kugaragara: abakoresha babona agaciro gakomeye bakoresha AI kugirango bagende byihuse muri domaine aho basanzwe bafite ubushobozi, ntabwo ari uguhuza ubushobozi badafite.

Urugendo ruzatuza, kandi nibyiza

Kubaza niba code ya vibe "izarangira nkigikorwa cyabakora" hari aho itandukanya ibizavamo. Urugendo rwabakora ntirwarangiye - rwakuze mubintu bidashimishije kandi bifite akamaro. Umuriro wacitse, irimbi rya Kickstarter ryuzura, kandi icyari gisigaye ni ibikoresho byiza, imiyoboro yimbitse y’impano, hamwe n’abakora umwuga wo kureba neza basobanukiwe ibishoboka n'imbibi z'ibyo bakoraga.

Vibe coding izakurikira rwose arc isa. Ishyaka ryo hejuru rizashira. Kunanirwa kugaragara bizakira ubwishingizi butagereranywa. Ibikoresho bizahinduka bucece ibikorwa remezo abaterankunga bakoresha nta mufana. Kandi abakoresha bagendeye kumurongo wibitekerezo batekereje - bakoresheje ubufasha bwa AI kugirango bagende vuba badatereranye ibyuma byubwubatsi, bubatse kumfatiro zizewe aho gukina urusimbi kuri code yakozwe - bazisanga bafite inyungu zingirakamaro kurenza abarengeje urugero kuri revolution kandi badashora imari mubukorikori.

Ubucuruzi butsindira imyaka icumi iri imbere ntabwo aribwo buzaba bwanditse inzira igana porogaramu yihariye. Bazaba aribo bafashe ibyemezo byiza, byihuse, hamwe nibikoresho byiza - kandi basobanukiwe ko intego ya demokarasi itigeze isiba ubuhanga, ahubwo ni ukugira ngo ubumenyi bugere kubantu benshi. Iyo ni inkuru ituje kuruta iyivugwa muri iki gihe, ariko niyo ifashe rwose.

Ibibazo bikunze kubazwa

Kode ya vibe ni iki kandi ni ukubera iki igereranywa nu rugendo rwabakora?

Vibe coding bivuga kubaka software binyuze mumvugo karemano ya AI - ibikoresho nka Cursor cyangwa ChatGPT - nta bumenyi bwa porogaramu gakondo. Kugereranya nu rugendo rwabakora birakwiye kuko bombi bahageze basezeranya demokarasi kurema kubantu bose. Bombi bagize ishyaka ryinshi mbere yuko itandukaniro riri hagati y "umuntu uwo ari we wese ashobora kugerageza" na "umuntu uwo ari we wese ashobora kohereza ibicuruzwa byiteguye umusaruro" bidashoboka kwirengagiza.

Kugereranya urujya n'uruza rw'abakora bivuze ko code ya vibe igomba gutsindwa?

Ntabwo aribyose. Urugendo rwabakora rwatanze agaciro karambye - rwibanze gusa mubyumwuga aho kuba benshi mubaguzi. Vibe coding ishobora gukurikira inzira imwe: impuha zirakonja, abakoresha bisanzwe barakomeza, ariko abashinzwe iterambere hamwe nabashinze tekinike bagumana ibikoresho bya code ya AI nkibigwiza umusaruro uhoraho. Ikibazo nyacyo nukumenya niba umukoresha utari tekiniki bisanzwe yigeze kuba umugenerwabikorwa.

Niki gitandukanya ibikoresho birokoka tekinoroji yikoranabuhanga hamwe nibicika?

Kurokoka biza gukemura ikibazo gisubirwamo, kibabaza kuruta ubundi buryo. Ibikoresho bihanganira kugabanya ubushyamirane mubikorwa abantu basubira kumunsi. Amahuriro nka Mewayz - OS 207-module yubucuruzi kuri $ 19 / mo (app.mewayz.com) - yubatswe kuri iri hame: aho kugendera kumurongo umwe, bashiraho uburyo bufatika mubucuruzi, CRM, imari, nibikorwa ubucuruzi bukenera buri kwezi.

Abashinze tekiniki ntibakagombye guhitamo ubucuruzi bwabo kubikoresho bya coding code nonaha?

Guhitamo, yego - ariko n'amaso asobanutse. Ibikoresho bya code ya AI byihutisha prototyping no kugabanya ikiguzi cyo kwemeza ibitekerezo. Akaga ni ukwishingikiriza cyane kuri code yakozwe kuri sisitemu zikomeye, zimara igihe kirekire utumva ibiri munsi. Uburyo bwubwenge bukomatanya kodegisi ya AI kubushakashatsi bwihuse hamwe nibikorwa byemewe, bikomeza kubikorwa byingenzi, bityo ubucuruzi bwawe ntibusenyuka mugihe pivot yibikoresho cyangwa ifunze.