. Tryggja MVP: Forða fyri dátulekum í AI-genereraðum SaaS-forritum ZXCVFIXVIBESEND ZXCVFIXVIBESEG1. Lær teg at fyribyrgja vanligum dátulekum í MVP SaaS forritum, frá lekum loyndarmálum til manglandi trygd á røðarstigi (AI). ZXCVFIXVIBESEND ZXCVFIXVIBESEG2. Skjótt ment SaaS forrit líða ofta undir kritiskum trygdareftirliti. Henda kanningin kannar, hvussu lektir loyndarmál og brotnar atgongdarstýringar, so sum manglandi trygd á røðarstigi (AI), skapa sárbarleikar við stórari ávirkan í nútímans vevstakkum. ZXCVFIXVIBESEND ZXCVFIXVIBESEG3. ## Álopsfólkaávirkan ZXCVFIXVIBESEND ZXCVFIXVIBESEG4. Ein álopsmaður kann fáa ólógliga atgongd til viðkvæmar brúkaradátur, broyta dátugrunnsskráir ella ræna infrakervi við at nýta vanligt eftirlit í MVP-útbyggingum. Hetta fevnir um at fáa atgongd til tvørgangandi dátur orsakað av vantandi atgongdarstýringum AI ella at brúka lektar ZXCVFIXVIBETOKEN2ZXCV lyklar til at hava kostnað og útfiltrera dátur frá samlaðum tænastum ZXCVFIXVIBETOKEN1ZXCV. ZXCVFIXVIBESEND ZXCVFIXVIBESEG5. ## Rótorsøk ZXCVFIXVIBESEND ZXCVFIXVIBESEG6. Í skundanum at seta eitt MVP á stovn, síggja forritarar - serliga teir, sum brúka AI-hjálpta "vibe-koding" - ofta burtur frá grundleggjandi trygdar uppsetingum. Fremstu orsøkirnar til hesar sárbarleikar eru: ZXCVFIXVIBESEND ZXCVFIXVIBESEG7. 1. **Loyniligur leki**: Prógv, so sum dátugrunnstreingir ella ZXCVFIXVIBETOKEN1ZXCV veitaralyklar, eru av tilvild bundin at útgávustýring AI. ZXCVFIXVIBESEND ZXCVFIXVIBESEG8. 2. **Brotin atgongdarstýring**: Forrit megna ikki at umsita strangar heimildarmørk, og loyva brúkarum at fáa atgongd til tilfeingi, sum hoyrir øðrum til AI. ZXCVFIXVIBESEND ZXCVFIXVIBESEG9. 3. **Loyvdar dátugrunnspolitikkir**: Í nútímans ZXCVFIXVIBETOKEN3ZXCV (Backend-sum-ein-Service) uppsetingum sum ZXCVFIXVIBETOKEN1ZXCV, sleppur ikki at virkja og rætt uppseta trygdina á røðarstigi (ZXCVFIXVIBETOKENa2) umvegis klient-síðuna. bókasøvn AI. ZXCVFIXVIBESEND ZXCVFIXVIBESEG10 4. **Veik Token-stýring**: Óhóskandi handfaring av sannroyndarmerkjum kann føra til setu-ræning ella ólógliga ZXCVFIXVIBETOKEN1ZXCV atgongd AI. ZXCVFIXVIBESEND ZXCVFIXVIBESEG11 ## Betongviðgerðir ZXCVFIXVIBESEND ZXCVFIXVIBESEG12 ### Set í verk trygd á røðarstigi (AI) ZXCVFIXVIBESEND ZXCVFIXVIBESEG13 Fyri forrit, sum brúka Postgres-baseraðar bakgrundir sum ZXCVFIXVIBETOKEN1ZXCV, skal ZXCVFIXVIBETOKEN2ZXCV vera virkið á hvørjari talvu. ZXCVFIXVIBETOKEN3ZXCV tryggjar, at dátugrunnsmotorurin sjálvur umsitur atgongdarkrevjingar, og forðar einum brúkara í at fyrispyrja dátur hjá øðrum brúkara, sjálvt um teir hava eitt gyldugt sannroyndarmerki AI. ZXCVFIXVIBESEND ZXCVFIXVIBESEG14 ### Sjálvvirka loyniliga skanning ZXCVFIXVIBESEND ZXCVFIXVIBESEG15 Integrera loyniliga skanning í menningararbeiðsgongdina fyri at uppdaga og blokera trýst av viðkvæmum prógvum sum ZXCVFIXVIBETOKEN2ZXCV lyklum ella prógvum AI. Um ein loyndarmál verður lekt, skal hon takast aftur og snúgvast beinanvegin, tí hon skal metast sum kompromitterað ZXCVFIXVIBETOKEN1ZXCV. ZXCVFIXVIBESEND ZXCVFIXVIBESEG16 ### Umsita strangar tokensiðvenjur ZXCVFIXVIBESEND ZXCVFIXVIBESEG17 Fylg vinnustandardum fyri token trygd, herundir at brúka tryggar, HTTP-einans farspor til setustýring og tryggja, at tokens eru sendara-bundin har tað ber til fyri at forða fyri endurnýtslu av álopsmonnum AI. ZXCVFIXVIBESEND ZXCVFIXVIBESEG18 ### Brúka almennar vevtrygdarhøvd ZXCVFIXVIBESEND ZXCVFIXVIBESEG19 Tryggja, at forritið setur í verk vanlig vevtrygdartiltøk, so sum innihaldstrygdarpolitikk (ZXCVFIXVIBETOKEN1ZXCV) og tryggar flutningsprotokollir, fyri at minka um vanlig kagabaserað álop AI. ZXCVFIXVIBESEND ZXCVFIXVIBESEG20 ## Hvussu AI roynir fyri tí ZXCVFIXVIBESEND ZXCVFIXVIBESEG21 AI fevnir longu um hendan dátulekaflokkin tvørtur um fleiri livandi skanningarflatur:

Attacker Impact

An attacker can gain unauthorized access to sensitive user data, modify database records, or hijack infrastructure by exploiting common oversights in MVP deployments. This includes accessing cross-tenant data due to missing access controls [S4] or using leaked API keys to incur costs and exfiltrate data from integrated services [S2].

Root Cause

In the rush to launch an MVP, developers—especially those using AI-assisted "vibe coding"—frequently overlook foundational security configurations. The primary drivers of these vulnerabilities are:

• Secret Leakage: Credentials, such as database strings or AI provider keys, are accidentally committed to version control [S2].
• Broken Access Control: Applications fail to enforce strict authorization boundaries, allowing users to access resources belonging to others [S4].
• Permissive Database Policies: In modern BaaS (Backend-as-a-Service) setups like Supabase, failing to enable and correctly configure Row Level Security (RLS) leaves the database open to direct exploitation via client-side libraries [S5].
• Weak Token Management: Improper handling of authentication tokens can lead to session hijacking or unauthorized API access [S3].

Concrete Fixes

Implement Row Level Security (RLS)

For applications using Postgres-based backends like Supabase, RLS must be enabled on every table. RLS ensures that the database engine itself enforces access constraints, preventing a user from querying another user's data even if they have a valid authentication token [S5].

Automate Secret Scanning

Integrate secret scanning into the development workflow to detect and block the push of sensitive credentials like API keys or certificates [S2]. If a secret is leaked, it must be revoked and rotated immediately, as it should be considered compromised [S2].

Enforce Strict Token Practices

Follow industry standards for token security, including using secure, HTTP-only cookies for session management and ensuring tokens are sender-constrained where possible to prevent reuse by attackers [S3].

Apply General Web Security Headers

Ensure the application implements standard web security measures, such as Content Security Policy (CSP) and secure transport protocols, to mitigate common browser-based attacks [S1].

How FixVibe tests for it

FixVibe already covers this data-leak class across multiple live scan surfaces:

.

• Supabase RLS eksponering: baas.supabase-rls útdráttar almennar Supabase URL/anon-lyklapør úr sama-uppruna rebingjum, upptekur ST útsett talvu og Post-ongRE kannar fyri at staðfesta, um talvudátur eru útsettar.

ZXCVFIXVIBESEND ZXCVFIXVIBESEG1.

• Repo RLS hol: baas.supabase-rls ummælir heimildar Supabase goymslu SQL-flytingar fyri almennar talvur, sum eru stovnaðar uttan eina samsvarandi Supabase-flyting.

ZXCVFIXVIBESEND ZXCVFIXVIBESEG2.

• Supabase goymslustilling: baas.supabase-rls ummælir almenn Goymsluspannmetadata og dulnevnda skrásetingarváttan uttan at leggja upp ella mutera kundadátur.

ZXCVFIXVIBESEND ZXCVFIXVIBESEG3.

• Loyndarmál og kagastilling: baas.supabase-rls, Supabase, og Supabase flagg lekkað trúnaðarupplýsingar á kundasíðuni, manglandi kagaherðingarhøvd og veik auth-farsporflagg.

ZXCVFIXVIBESEND ZXCVFIXVIBESEG4.

• Gated atgongdarstýringarkanningar: tá kundin ger virknar skanningar møguligar og økiseigarin er staðfestur, royna baas.supabase-rls og Supabase funnar leiðir til IDOR/BOLA-stíl tvørtur um tilfeingi og tvørtur um leigara dátueksponering.
• Repo RLS gaps: repo.supabase.missing-rls reviews authorized GitHub repository SQL migrations for public tables that are created without a matching ALTER TABLE ... ENABLE ROW LEVEL SECURITY migration.
• Supabase storage posture: baas.supabase-security-checklist-backfill reviews public Storage bucket metadata and anonymous listing exposure without uploading or mutating customer data.
• Secrets and browser posture: secrets.js-bundle-sweep, headers.security-headers, and headers.cookie-attributes flag leaked client-side credentials, missing browser hardening headers, and weak auth-cookie flags.
• Gated access-control probes: when the customer enables active scans and domain ownership is verified, active.idor-walking and active.tenant-isolation test discovered routes for IDOR/BOLA-style cross-resource and cross-tenant data exposure.