LLM AuthZ Audit – find auth gaps and prompt injection in LLM apps
Purpose-built LLM security linter covers OWASP Top 10, but static analysis has inherent blind spots.
The open-source cockpit for AI coding agents. Map your repo, control what your agents can touch, and see what changed before you ship.
Finally addresses the blind spot AI coding agents leave in security audits.
Developers using AI coding agents (Cursor, Claude Code, Copilot)
Snyk · Semgrep
Purpose-built LLM security linter covers OWASP Top 10, but static analysis has inherent blind spots.
Eight AI agents for Metabase governance when manual audits already exist.
IKEA effect for coding — agents leave 20% incomplete for human skill preservation.
Agent identity trees with permission inheritance solve credential injection elegantly.
Active anon-key probing confirms leaks live instead of just inferring them from config.
Reintroduces useful friction to agent workflows with a four-domain audit before knowledge sharing.