Dbmachine – the back end and front end are Claude, just the plumbing&DB
Database constraints enforce safety — agent cannot corrupt data even when wrong.
Open-source Supabase security auditor: detects RLS-disabled tables, public buckets, exposed SECURITY DEFINER functions. Active anonymous probe confirms each leak with the anon key.
Active anon-key probing confirms leaks live instead of just inferring them from config.
Supabase developers and security engineers
Supabase Studio · pgAudit · Snyk
Database constraints enforce safety — agent cannot corrupt data even when wrong.
Pure Swift iOS security SDKs with <2ms overhead beat commercial alternatives for regulated apps.
Single component replaces nginx + auth + monitoring for exposed Ollama instances.
Catches AI-breaking dbt issues like conflicting revenue metrics and YAML/SQL mismatches.
Concrete, hands-on demos — row-level multi-tenancy implemented with Prisma, async jobs via BullMQ/Redis, and tracing through OpenTelemetry/Jaeger — make this a useful reference for people building SaaS backends. It’s not reinventing the stack, but the repo bundles several production patterns and infra pieces together in a way that’s easy to explore; would be stronger with architecture diagrams, runnable quickstart scripts and example data.
AI code auditor, but Cursor, Continue, and Copilot already do this inline.