Blog
Insights, tutorials, and updates from the Generated team about AI content generation.

exposed secrets in AI-generated coderotate database credentialssecret scanning git history
Exposed secrets in AI-generated code: find and rotate keysJan 04, 2026·7 min read
Exposed secrets in AI-generated code can leak via repos, logs, and env files. Learn how to find them, rotate credentials, and harden access.
Latest Posts

Dec 29, 2025·4 min read
SQL injection in AI-generated CRUD apps: patterns and fixes
Learn how to spot SQL injection in AI-generated CRUD apps, with concrete vulnerable query examples and safer replacements using parameters and ORM features.
SQL injection in AI-generated CRUD appsparameterized queries

Dec 21, 2025·8 min read
Fix broken database migrations in AI generated apps safely
Fix broken database migrations with a safe recovery plan: audit migration history, detect environment drift, rebuild a clean chain, and protect data during rollout.
fix broken database migrationsmigration drift between environments

Dec 15, 2025·8 min read
Migrate SQLite to Postgres: a phased cutover playbook
A practical playbook to migrate SQLite to Postgres in AI-built apps: schema mapping, data types, indexing changes, phased cutovers, and checks.
migrate SQLite to Postgreszero downtime database migration

Dec 14, 2025·6 min read
Postgres production readiness in 48 hours after a prototype
Postgres production readiness in 48 hours: a practical plan for backups, monitoring, connection pooling, roles, permissions, and DR drills after a prototype.
Postgres production readinessPostgres backups

Oct 29, 2025·7 min read
Data cleanup after a rushed prototype: dedupe and integrity repair
Data cleanup after a rushed prototype: deduplication and integrity repair steps to find duplicates, fix orphan rows, enforce constraints, and validate with scripts.
data cleanup after a rushed prototypedatabase deduplication

Oct 25, 2025·7 min read
Fix a messy database schema from an AI app, step by step
Learn how to fix a messy database schema from an AI-generated app using a safe triage flow: map entities, remove duplicates, normalize tables, add constraints.
fix a messy database schemaAI-generated app database cleanup

Oct 22, 2025·8 min read
Untangle spaghetti database relationships with a clear redesign
Untangle spaghetti database relationships by spotting circular dependencies, overloaded tables, and unclear ownership, then redesigning with simple rules.
untangle spaghetti database relationshipscircular dependencies database

Sep 04, 2025·8 min read
AI-built app is slow: fix N+1 queries and missing indexes
AI-built app is slow? Start with the top database issues: N+1 queries, missing indexes, unbounded scans, and chatty ORMs, with quick fixes.
AI-built app is slowN+1 query troubleshooting

Sep 02, 2025·7 min read
Database refactor checklist for moving a prototype to production
Use this database refactor checklist to take a prototype schema to production: naming, constraints, indexes, foreign keys, data types, and rollback steps.
database refactor checklistproduction database hardening