PostgreSQL & Supabase•7 min read•2026-10-20•-52% Token Waste

Stopping AI from Generating USING (true): Bulletproof PostgreSQL RLS Shield

By DBA Lead @ fckaislop

The Catastrophic "USING (true)" Hallucination

When asking AI to "fix permissions on my Supabase table", models routinely hallucinate the most dangerous SQL statement in web development:

sql
-- ❌ CATASTROPHIC SECURITY VULNERABILITY GENERATED BY DEFAULT AI:
CREATE POLICY "Enable read access for all users"
ON user_billing_profiles FOR SELECT
USING (true); -- ❌ THIS EXPOSES ALL USERS' PRIVATE BILLING PROFILES PUBLICLY!

Strict Zero-Slop Postgres Constraints

Our `.windsurfrules` and `.cursorrules` database guards mandate: 1. Every table must execute `ALTER TABLE table_name ENABLE ROW LEVEL SECURITY;`. 2. Policies MUST check `auth.uid() = user_id` or organization tenant IDs. 3. Every foreign key constraint MUST have a corresponding btree index to prevent cascade lock contention during concurrent updates.

sql
-- ✔ BULLETPROOF RLS PATTERN ENFORCED BY FCKAISLOP:
ALTER TABLE user_billing_profiles ENABLE ROW LEVEL SECURITY;

CREATE POLICY "Users can only access own billing data" ON user_billing_profiles FOR ALL TO authenticated USING (auth.uid() = user_id) WITH CHECK (auth.uid() = user_id);

CREATE INDEX idx_billing_user_id ON user_billing_profiles(user_id); ```

PRODUCTION CONTEXT RULES

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(c) fckaislop • antislop.dev • High-Signal Engineering

Stopping AI from Generating USING (true): Bulletproof PostgreSQL RLS Shield — fckaislop