AI Quality HQ is a free, deterministic prompt analyzer built for engineering teams. Stop relying on "vibe checks" and expensive API calls to test prompts. Our rule-based engine evaluates AI prompts across 6 dimensions—structure, memory, context, trust, privacy, and security—in under 10ms. Get instant quality scores, detect prompt injection risks, flag PII exposure, and receive actionable fixes. Perfect for testing prompt templates and integrating into CI/CD pipelines to prevent regressions.

Hey Product Hunt! 👋 Shipping AI features is incredibly hard when you can't reliably test your prompts. A small tweak to fix one edge case often breaks ten others, and 'vibe checking' manual outputs just doesn't scale. Worse, you run the risk of prompt injections or PII leaks slipping into production. We built AI Quality HQ to bring deterministic, rule-based rigor to AI development. Instead of using expensive, slow LLM-as-a-judge API calls, our engine uses static syntax checking and structure heuristics to score prompts across 6 core dimensions in under 10 milliseconds. It's completely free, requires no signup, and is designed specifically to catch security vulnerabilities and context leakage before deployment—making it perfect for CI/CD pipelines. Try pasting one of your current system prompts into the checker! We’d love to hear your feedback on the dimensions and any custom rules you'd like to see supported next. 🚀

Love that the engine runs in under 10ms with deterministic scoring across those six dimensions, makes it actually viable to drop straight into CI/CD without blowing up build times.

AIQualityHQ

Free deterministic AI prompt quality checker and evaluator

Free deterministic AI prompt quality checker and evaluator