The Database X-Ray for Vibe Coders

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Securing databases for engineers from

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Technical Audit Procedure

vibe_check_rls.sql

Terminal|vibe_check_rls.sql

-- Quick check for tables that are public but shouldn't be.

1SELECT 
2  relname as table_name,
3  relrowsecurity as rls_enabled
4FROM pg_class c
5JOIN pg_namespace n ON n.oid = c.relnamespace
6WHERE n.nspname = 'public' 
7  AND c.relkind = 'r'
8  AND relrowsecurity = false;

Market Comparison

Why industry leaders choose DBX Deterministic Audits

Feature	DBX Engine	Manual Audit	Legacy Scanners
Deterministic Path Analysis
Zero-Credential Architecture
Real-time Attack Path Graph
Automatic RLS Validation
Instant Compliance Proof
Copy-Paste Remediation

Technical Deep Dive

When you're 'vibe coding' with LLMs, you're prioritizing speed and UI. But AI often generates RLS policies that are too permissive or misses the edge cases of PostgreSQL security. DBX acts as the 'Security Vibe Check' for your MVP, ensuring that your quick build doesn't come at the cost of your users' data privacy.

Build fast without breaking things

AI-aware security auditing

Easy-to-understand risk scores

No DBA required

Primary Vulnerability Vectors

01
Hallucinated security logic
02
Default insecure patterns
03
Scale-time data leaks

Audit Checklist

Audit AI-generated RLS policies for logic flaws

Verify that UUIDs are used for all foreign keys

Check for missing indexes on security-critical columns

Ensure all functions are labeled correctly (STABLE/VOLATILE)

Confirm that no secrets are stored in plain text

How it works

High-integrity schema introspection

Introspect

Run a read-only script to extract your database catalog. No data ever leaves your machine.

Simulate

Our engine executes billion-path simulations to find logical RLS bypasses.

Remediate

Receive copy-paste SQL fixes for every high-risk vulnerability discovered.

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