Vibe coded Lovable-hosted app littered ne mfitiase sintɔ ahorow daa 18K dwumadiefoɔ adi

Mebɛkyerɛw asɛm no a egyina nimdeɛ a mewɔ wɔ saa asɛmti yi ho so — asɛm a esii a wohui sɛ "vibe coded" app bi a wɔasi wɔ Lovable (AI app builder) so wɔ ahobammɔ mu mfomso atitiriw a ɛdaa bɛyɛ 18,000 a wɔde di dwuma no ankasa data adi. Eyi yɛ kɔkɔbɔ asɛm a wɔakyerɛw ho asɛm yiye wɔ no-code/AI-code space no mu.

Bere a "Vibe Coding" Kɔ Mfomso: Sɛnea No-Code App Daa Wɔn a Wɔde Di Dwuma 18,000 Daa Ahobammɔ Mfomso Titiriw

Bɔhyɛ a ɛne sɛ wɔbɛkyekyere app a ɛyɛ adwuma koraa wɔ simma kakraa bi mu denam nnwinnade a AI na ɛyɛ adwuma so no agye nnwumayɛfo, wɔn a wɔyɛ adwuma nkutoo, ne wɔn a wɔn ani gye adwuma a ɛwɔ nkyɛn ho wɔ wiase nyinaa. Nanso asɛm bi a esii nnansa yi a ɛfa Lovable-hosted application ho no atow nsuonwini agu anigye a wontumi nsiw ano no so. Wohui sɛ "vibe coded" app bi — a ɛkame ayɛ sɛ wɔde AI nsɛm a wɔka kyerɛ a nnipa nhwɛ so kɛse — kura ahobammɔ mu mmerɛwyɛ atitiriw a ɛmaa nnipa bɛyɛ 18,000 a wɔde di dwuma no ankasa data da adi kyerɛɛ obiara a onim baabi a ɛsɛ sɛ ɔhwehwɛ. Ná ɛho nhia sɛ wɔyɛ hacking a ɛyɛ nwonwa biara. Da zero-da exploits biara nni hɔ. Mfitiase sintɔ ahorow ara kwa a anka developer kumaa biara bɛkyere wɔ code review mu. Asɛm a esii no akanyan akyinnyegye a emu yɛ den wɔ baabi a nsonsonoe a ɛda softwea nkɔso a wɔbɛma ayɛ demokrase ne nneɛma a wɔde nnipa ankasa to asiane mu a wɔde fa anibiannaso kwan so no ntam.

Dɛn Ne Vibe Coding, na Dɛn Nti na Ɛpae wɔ Popularity mu?

"Vibe coding" yɛ asɛmfua a wɔde kyerɛkyerɛɛ adeyɛ a ɛkame ayɛ sɛ wɔde abɔdeɛ kasa mu nsɛm a wɔde kɔma AI nnwinnadeɛ so yɛ softwea — sɛ wobɛgye biribiara a nhwɛsoɔ no de ba, ɛntaa nkenkan mmara a ɛwɔ aseɛ no, na wosan yɛ bio denam deɛ wopɛ a wobɛkyerɛkyerɛ mu mmom sen sɛ wobɛte sɛdeɛ ɛyɛ adwuma no ase. Platforms te sɛ Lovable, Bolt, ne Replit Agent ama obiara a ɔwɔ adwene ne credit card betumi anya saa kwan yi. Nea efi mu ba no betumi ayɛ nea ɛyɛ nwonwa wɔ aniwa so: UI ahorow a wɔayɛ no fɛfɛɛfɛ, nokwaredi a ɛsen a ɛyɛ adwuma, ne nneɛma a ɛfa database ho — ne nyinaa yɛ nea wɔayɛ wɔ nnɔnhwerew mu sen adapɛn mu.

Adesrɛ no da adi pefee. Sɛnea nnwuma akontabuo kyerɛ no, SaaS micro-apps foforɔ a wɔde sii hɔ wɔ afe 2025 mu no bɛboro 70% fa AI-aboa code generation bi ho. Wɔ wɔn a wɔnyɛ mfiridwuma mufo a wɔhyehyɛɛ no ​​fam no, vibe coding yi akwanside a ɛyɛ hu sen biara a ɛmma wontumi nkɔ mu no fi hɔ: nokwarem no, wɔkyerɛw code. Nanso ɔkwan a wɔfa so yɛ no kura sintɔ titiriw bi. Sɛ adansifo nte mmara a ɛde wɔn ade no di dwuma no ase a, wɔnte asiane ahorow a ɛwɔ mu no nso ase. Na sɛnea Lovable asɛm no daa no adi no, saa asiane ahorow no betumi ayɛ kɛse.

Amammerɛ mu nkɔsoɔ a ɛwɔ vibe coding akyi nso ama asɛm a ɛyɛ hu aba — sɛ seesei code nteaseɛ yɛ nea wɔpaw, sɛ ahobanbɔ yɛ biribi a AI "di ho dwuma," na sɛ po so hyɛn ntɛmntɛm ho hia sen po so hyɛn a wɔde bɛkɔ dwoodwoo. Saa nsusuwii ahorow yi ne nea ɛmaa nnipa 18,000 daa wɔn data adi pɛpɛɛpɛ.

Anatomy of the Breach: Nea Ɛnkɔe Ankasa

Wɔbɔ amanneɛ sɛ application a wɔada no adi a wɔde ahyɛ Lovable platform so no huu amane wɔ ahobanbɔ mu huammɔdi atitiriw bi ho. Na eyinom nyɛ mmerɛwyɛ ahorow a ɛyɛ nwonwa a ɛhwehwɛ sɛ wɔfa akwan a ɛkɔ akyiri a wɔfa so de di dwuma. Na ɛyɛ adesua nhoma mu mfomso — nea wɔaka ho asɛm wɔ wɛb ahobammɔ akwankyerɛ biara ti a edi kan mu. Mfomsoɔ a wɔhunuu no bi ne API awieeɛ a wɔannye antom a ɛsan de ɔdefoɔ kyerɛwtohɔ a ɛdi mũ ba, database nsɛmmisa a wɔanhyɛ row-level ahobanbɔ biara, API safoa a wɔde hardcoded tẽẽ akɔ client-side JavaScript mu, ne rate anohyetoɔ a enni hɔ koraa wɔ sensitive endpoints.

| Ɛho nhia sɛ wokɔ mu. Token biara ho nhia. Na data no yɛ ɔmanfoɔ titire ma obiara a ɔhwɛɛ ntwamutam abisadeɛ a ɛwɔ wɔn brawsa no developer nnwinnadeɛ mu.

a wɔde ahyɛ mu

Ahobanbɔ mu mmerɛwyɛ a ɛyɛ hu sen biara no nyɛ nea ɛhwehwɛ sɛ onya nyansa na ɔde di dwuma — ɛyɛ nea ɛyɛ mfitiasede araa ma obiara a ɔwɔ browser betumi ahintiw akɔ mu. Sɛ woankenkan code a wo AI no yɛ a, ɛnyɛ sɛ woretwitwa ntwea so kɛkɛ. Woresi ofie a enni apon mu na wowɔ anidaso sɛ obiara rensɔ ɔpon no nhwɛ.

na ɛkyerɛ sɛ woayɛ

Nea Ɛde Ntini: Ahotoso a Wonnye Nokwasɛm

Wɔ saa asɛm yi akoma mu no, nhwɛsoɔ bi a ahobanbɔ adwumayɛfoɔ abɔ ho kɔkɔ firi berɛ a AI koodu awoɔ ntoatoasoɔ nnwinnadeɛ dii kan nyaa twetwe. Nea ɔyɛɛ no ​​— anaasɛ sɛ yɛbɛka no yiye a, mfiridwumayɛfo a ɔyɛ ntɛm — nyaa AI no output no mu ahotoso wɔ ɔkwan a ɛnyɛ nea ɛda adi so. Bere a na ɛte sɛ nea app no ​​yɛ adwuma no, wosusuwii sɛ ayɛ krado sɛ wɔbɛyɛ. Nanso "adwuma" ne "ahobammɔ" yɛ gyinapɛn ahorow koraa. API awiei betumi asan de data a ɛfata ama ɔdefo a ɔfata na bere koro no ara mu no, ɛsan de saa data koro no ara kɔma nsrahwɛfo biara a onni ho kwan wɔ intanɛt so.

AI code generators no, wɔayɛ no yie ama adwumayɛ mu nteɛsoɔ, ɛnyɛ adversarial resilience. Wɔyɛ mmara a ɛma nea wɔabisa no no ani gye, na ɛnyɛ mmara a ɛkyerɛ sɛnea obi a ɔyɛ ɔbɔnefo betumi de adi dwuma ɔkwammɔne so no kwan. Row-level ahobanbɔ nhyehyɛe, input sanitization, authentication middleware, CORS nhyehyɛe, ne rate anohyeto nyinaa yɛ dadwen a ɛhwehwɛ sɛ wɔhyɛ da, ahobammɔ-aware de di dwuma. Wɔntaa mfi awosu mu mfi nsɛm a wɔka te sɛ "kyekye me ɔdefo dashboard."

Lovable platform no ankasa de Supabase ma sɛ n’akyi, a ɛyɛ ahobanbɔ nneɛma a ɛyɛ den — a row-level ahobammɔ (RLS) nhyehyɛe ka ho. Nanso ɛsɛ sɛ wɔma saa nneɛma yi yɛ adwuma pefee na wɔhyehyɛ no yiye. Kood a AI ayɛ wɔ saa asɛm yi mu no antumi amma RLS ntumi nyɛ adwuma anaasɛ ɛhyehyɛɛ no ​​wɔ ɔkwan a ɛnteɛ so, na ɛyɛɛ data layer a ɛtrɛw wɔ anim a wɔayɛ no fɛfɛɛfɛ akyi. Asuadeɛ no yɛ stark: platform no ahobanbɔ tumi no mfa ho sɛ koodu a wɔayɛ no mfa nni dwuma a.

Nea Enti a Eyi Yɛ Nhyehyɛe mu Ɔhaw, Ɛnyɛ Asɛm a Atetew

Ɛbɛyɛ awerɛkyekye sɛ yɛbɛpow eyi sɛ ɛyɛ huammɔdi pɛnkoro a ankorankoro bi a ɔnyɛ ahwɛyiye adi. Nanso adanse no kyerɛ sɛ ɔhaw no fi nhyehyɛe mu. 2025 Stanford nhwehwɛmu bi hunuu sɛ developers a wɔde AI aboafoɔ di dwuma no yɛɛ code a ɛwɔ 40% ahobanbɔ mmerɛwyɛ sene wɔn a wɔde nsa de coding — na nea ɛho hia no, wɔtee ahotosoɔ kɛseɛ wɔ wɔn code no ahobanbɔ ho. Ahotoso a ɛda wɔn ntam yi ne asiane ankasa. Vibe coders nyɛ code a ahobammɔ nnim a wɔde mena kɛkɛ; wogye di ampa sɛ wɔakyekye biribi a ɛyɛ den.

AI-built apps a ɛredɔɔso no kyerɛ sɛ seesei production application mpempem pii wɔ hɔ a ɛdi dwumadiefoɔ data ankasa ho dwuma a wɔnyɛɛ ahobanbɔ nhwehwɛmu, penetration test, anaa mpo nsaano code audit da. Saa apps yi mu pii yɛ nea solo founders a wonni mfiridwuma ho nimdeɛ a wɔde bɛsɔ nea AI no ayɛ no ahwɛ. Ntuo no ani nyɛ app baako — ɛyɛ software awoɔ ntoatoasoɔ mũ nyinaa a wɔasi wɔ adwene a ɛne sɛ AI output yɛ nea wotumi de ho to so fi awosu mu.

Susuw vibe coding adwumayɛ kwan a ɛtaa ba ne baabi a ahobammɔ hwe ase fa mpaapaemu no mu:

1. Nkɔsoɔ a wɔde ntɛmpɛ di dwuma: Ɔdansifoɔ no kyerɛkyerɛ nneɛma mu wɔ abɔdeɛ kasa mu, a ɛnka ahobanbɔ ahwehwɛdeɛ, nokwaredi nhyehyɛeɛ, anaa data ahobanbɔ nhyehyɛeɛ ho asɛm biara.
2. Gye a wɔgye tom a wɔnsan nhwɛ mu: Wɔsɔ koodu a wɔayɛ no hwɛ sɛ ɛyɛ adwuma ("so bɔtn no yɛ adwuma?") nanso wɔanhwɛ da sɛ ɛyɛ ahobammɔ ("hena bio na obetumi anya saa data yi?").
3. Ntɛmntɛm a wɔde di dwuma: App no kɔ so tra ase wɔ nnɔnhwerew anaa nna bi mu, a enni staging tebea biara, ahobammɔ sɔhwɛ biara nni hɔ, na enni hɔ a wɔhwɛ so sɛ wobetumi akɔ hɔ a wɔmma ho kwan.
4. Scaling with exposure: Bere a wɔn a wɔde di dwuma no kyerɛw wɔn din na wɔde ankorankoro data ma no, blast radius a ɛwɔ mmerɛwyɛ biara mu no nyin — nanso ɔdansifo no nni biribiara a wotumi hu wɔ ahunahuna a ebetumi aba ho.
5. Abɔntenfoɔ a wɔhunu: Awiei koraa no, wɔhunu ahobanbɔ mu sintɔ — ɛnyɛ ɔdansifoɔ no, na mmom nhwehwɛmufoɔ, akansifoɔ, anaa wɔn a wɔyɛ adwemmɔne.

Sɛnea Asɛyɛde Ahorow App Building Te Ankasa

Eyi mu biara nkyerɛ sɛ nkɔso a AI boa no yɛ nea asiane wom fi awosu mu, anaasɛ wɔn a wɔnyɛ mfiridwuma a wɔde sii hɔ no ntumi nsi nneɛma a ɛfata. Ɛkyerɛ sɛ ɔkwan a wɔfa so yɛ no hwehwɛ sɛ wɔde awɛmfo, nimdeɛ, ne — wɔ nsɛm pii mu no — ɔpɛ a wɔwɔ sɛ wɔde asɛnka agua a wɔde asi hɔ bedi dwuma sen sɛ wobesi afi mfiase. Ahobanbɔ mfitiasesɛm a app a wɔada no adi no antumi amfa anni dwuma no nyɛ nneɛma a wobetumi apaw. Wɔyɛ table stakes ma application biara a ɛdi ɔdefoɔ data ho dwuma.

Wɔ wɔn a wɔhyehyɛɛ ne nnwuma nketewa adwumayɛfo a wohia softwea a wɔde bɛyɛ wɔn adwuma — CRM, invoicing, bookings, team management — ɔkwan a ahobammɔ wom sen biara ne sɛ wɔrenkyekye app a wɔahyɛ da ayɛ koraa. Platforms te sɛ Mewayz wɔ hɔ pɛpɛɛpɛ sɛnea ɛbɛyɛ a wobeyi asiane yi afi hɔ. Ɛnam sɛ module 207 a wɔadi kan asi a ɛkata biribiara so fi akatua ne HR so kosi po so ahyɛn sohwɛ, nhwehwɛmu, ne akraman portals so nti, Mewayz de dwumadie a vibe coders de adapɛn pii bɔ mmɔden sɛ wɔbɛsan ayɛ no ma — gye sɛ enterprise-grade ahobanbɔ, nokwaredi a ɛfata, encrypted data dwumadie, ne mfiridwuma kuo a wɔatu wɔn ho ama a wɔhwɛ infrastructure no so. Wɔn a wɔde di dwuma 138,000 a wɔwɔ platform no so dedaw no nya mfaso fi ahobammɔ nneyɛe a obiakofo a ɔhyehyɛɛ no biara a ɔkanyan AI anadwo fã a obetumi ne no ahyia ankasa.

Akontaabuo no yɛ tẽẽ: sɛ w’adwuma titire no nyɛ software nkɔsoɔ a, nnɔnhwereɛ a wode bɛyɛ vibe coding a custom app no bɛyɛ papa sɛ wode bɛto w’adwuma no mu ankasa — de nnwinnadeɛ a adwumayɛfoɔ akyekye, asɔ ahwɛ, wɔahwɛ so, na wɔahwɛ so.

Asuadeɛ a ɛfa AI-Assisted Development Era ho

Lovable asɛm no nyɛ nea enti a ɛsɛ sɛ wogyae nkɔso a AI boa no koraa. AI code generation yɛ adwinnade a tumi wom a ɛma software yɛ ntɛmntɛm ankasa. Nanso adwinnade bi yɛ nea ahobammɔ wom te sɛ nsa a wɔde di dwuma no ara pɛ. Chainsaw som bo kɛse ma dua ho nimdefo a wɔatete no na ɛyɛ asiane kɛse ma obi a onkuraa bi da. Nnyinasosɛm koro no ara fa shipping code a wonkenkanee da nkɔ production servers a ɛdi ɔdefoɔ data ankasa ho dwuma.

Wɔn a wɔpaw sɛ wɔde AI mmoa bɛkyekyere aplikeshɔn a wɔahyɛ da ayɛ no, ahobanbɔ nhwehwɛmu a ɛsua koraa a ɛyɛ adwuma no yɛ nea wontumi nsusuw ho:

• Ma na hwɛ row-level ahobanbɔ wɔ database pon biara a ɛwɔ ɔdefoɔ data so — afei sɔ hwɛ denam mmɔden a wobɛbɔ sɛ wobɛkɔ dwumadiefoɔ foforɔ kyerɛwtohɔ so.
• Mfa API safoa adi da wɔ client-side code mu. Fa server-side environment variables ne API akwan di dwuma de sie ahintasɛm wɔ browser no so.
• Fa nokwaredi mfinimfini di dwuma wɔ awiei biara a ɛsan ba anaa ɛsesa ɔdefo data. Sɔ hwɛ denam abisade a wɔannye ntom so.
• Fa rate limiting ka ho na wɔasiw enumeration ntua ne brute-force mmɔdenbɔ wɔ login ne data endpoints so.
• Yɛ ahobanbɔ nhwehwɛmu titiriw ansa na woafi ase — nnwinnade a wontua hwee mpo te sɛ OWASP ZAP betumi akyere mmerɛwyɛ a ɛyɛ hu sen biara.
• Kenkan koodu a wɔayɛ no. Sɛ wo ntumi nte aseɛ a, fa obi a ɔbɛtumi ahwɛ mu ansa na wode dwumadiefoɔ data ankasa ahyɛ akyi.

Nnipa 18,000 a wɔde di dwuma a wɔdaa wɔn data adi no ankyerɛw wɔn din a wonim sɛ wɔresɔ obi AI sɔhwɛ ahwɛ. Wɔde wɔn ho too app no ​​so efisɛ na ɛte sɛ nea ɛyɛ adwumayɛfo de na ɛyɛ adwuma yiye. Ɛnyɛ kɔmputa so ntua a ɛyɛ nwonwa na ebuu saa ahotoso no so, na mmom anibiannaso a wɔde asiesie wɔn ho sɛ nneɛma foforo. Bere a nkɔso nnwinnade a AI na ɛyɛ adwuma kɔ so brɛ akwanside a ɛwɔ softwea a wɔde si dan mu no ase no, ɛsɛ sɛ nnwuma no — ne adansifo ankorankoro — hwɛ hu sɛ akwanside a ɛmma softwea a ahobammɔ wom a wɔde mena no renkɔ fam.

Nea Ɛwɔ Ase: Ahoɔhare a Ahobammɔ Nni Hɔ Yɛ Anibiannaso Kɛkɛ

Atwetwe a ɛne sɛ wobɛkyekyere SaaS ade a edi mũ wɔ dapɛn awiei a wɔmfa hwee nni dwuma gye AI nhyɛso no yɛ nea wontumi nnye ho kyim. Nanso Lovable asɛm no ama ade biako ada adi pefee wɔ ɔkwan a ɛyɛ yaw so: ahoɔhare a wubetumi de ayɛ app no ​​ntease biara nni mu sɛ wuntumi nhyɛ bɔ sɛ nnipa a wɔde di dwuma no ahobammɔ bɛba a. Wɔ vibe-coded nkonimdi ho asɛm biara a wɔkyɛ wɔ social media so no, application dodow bi wɔ hɔ a wontumi nka a ɛte adwumayɛ mu mprempren a wɔwɔ mmerɛwyɛ koro no ara pɛpɛɛpɛ — a ɛretwɛn ara kwa sɛ wobehu.

Sɛ́ ebia wobɛpaw sɛ wode AI mmoa besi na wode sika ahyɛ ahobammɔ nhwehwɛmu a ɛfata mu, anaasɛ wobɛpaw ɔkwan a wɔasɔ ahwɛ wɔ ɔko mu te sɛ Mewayz a ɛhwɛ ahobammɔ nhyehyɛe so sɛnea ɛbɛyɛ a wubetumi de w’adwene asi w’adwuma a wobɛma anyin so no, nea ɛho hia no yɛ ade koro: fa obu a ɛfata di wo dwumadiefoɔ data ho dwuma. Wɔ afe 2026 mu no, "Ná minnim sɛ mmara no nni ahobammɔ" nyɛ anoyi bio. Ɛyɛ asodi.

Nsɛmmisa a Wɔtaa Bisa

Dɛn ne "vibe coding" na adɛn nti na ɛyɛ asiane?

Vibe coding kyerɛ sɛ wobɛkyekye softwea denam AI nnwinnade a wode bedi dwuma denam nea wopɛ a wobɛkyerɛkyerɛ mu wɔ abɔde kasa mu, a nsaano mmara nhwehwɛmu kakraa bi na ɛwɔ mu. Asiane no ne sɛ AI-generated code taa nni ahobammɔ mfitiasesɛm a ɛfata te sɛ authentication, input validation, ne data encryption. Sɛ adwumayɛfo a wɔn ho akokwaw nhwɛ nea efi mu ba no mu a, mmerɛwyɛ ahorow a ɛho hia betumi akɔ mu a wonhu, na ebetumi ama nnipa mpempem pii a wɔde di dwuma no ahu data a wɔabu so ne kokoam nsɛm a wɔabu so.

Ɛbɛyɛ dɛn na Lovable-hosted app no daa nnipa 18,000 adi?

Ná app no kura ahobanbɔ mu mfomso titiriw a API safoa a wɔada no adi, nokwaredi a enni database awiei, ne kwan a wɔfa so kɔ hɔ a ɛnsɛ. Eyinom yɛ mmerɛwyɛ atitiriw a obiara a ne ho akokwaw bɛkyere bere a ɔrehwɛ mmara no mu. Esiane sɛ wɔkyekyeree app no titiriw denam AI nsɛm a wɔka kyerɛ a na wonni ahobammɔ ho akontaabu a edi mũ nti, ntuafo betumi anya nea ɔde di dwuma no data tẽẽ — a ɛtwe adwene si nea enti a automated code generation da so ara hwehwɛ sɛ nnipa hwɛ so na wɔyɛ ahobammɔ ho sɔhwɛ.

So apps a AI ayɛ no betumi ayɛ nea ahobammɔ wom a ɛbɛma wɔde adi dwuma wɔ adwumayɛ mu da bi?

Yiw, nanso sɛ wɔde ahobammɔ nneyɛe a ɛfata asisi so nkutoo. AI code generation yɛ mfiase, ɛnyɛ ade a wɔawie. Nnwuma hia mmara mu nhwehwɛmu, penetration testing, ne ahobammɔ nhyehyɛe. Platforms te sɛ Mewayz brɛ eyi ase denam adwumayɛ OS a wɔadi kan ayɛ, ahobammɔ-ahwɛyie a ɛwɔ module 207 a efi ase fi $19/mo — enti wunya nnwinnade a ɛyɛ krado sɛ wɔbɛyɛ a worenkyerɛw koodu a ɛyɛ mmerɛw mfi mfiase.

Dɛn na ɛsɛ sɛ nnwuma sua fi saa asɛm yi mu?

Adeɛ titire a wɔde kɔ ne sɛ ɛnsɛ sɛ ahoɔhare ba da wɔ ahobanbɔ ho ka mu. Ansa na wobɛhyɛ app biara a ɛdi ɔdefoɔ data ho dwuma ase no, yɛ ahobanbɔ ho nhwehwɛmu a edi mũ ɛmfa ho sɛdeɛ wɔkyekyeree no. Susuw ho sɛ wode platform ahorow a wɔde asi hɔ a ɛwɔ ahobammɔ ho kyerɛwtohɔ a wɔada no adi bedi dwuma sen sɛ wode AI-generated code a wɔansɔ anhwɛ bedi dwuma. Ɔdefoɔ ahotosoɔ a wobɛbɔ ho ban no som bo koraa sene sɛ wobɛkora nnɔnhwereɛ kakra a wode bɛsie nkɔsoɔ berɛ so.