AIQualityHQ

Hey everyone! 👋 We built AIQualityHQ because we were tired of seeing prompt injection attacks, hallucination risks, and inconsistent AI outputs slow down production. Relying on an LLM to review another LLM's prompt is often costly, slow, and unreliable. To solve this, we created a deterministic engine that uses static syntax checking, structure heuristics, and rule-based analysis to evaluate prompts across six core dimensions. It runs in under 10 milliseconds and operates entirely in your browser, meaning your proprietary prompts stay 100% private with zero external API calls. We’d love for you to try it out and hear your feedback or answer any questions you have!

This is a really useful tool for anyone working with AI prompts. I like the deterministic approach because it makes prompt evaluation more structured instead of relying on guesswork. The instant scoring and actionable suggestions could be especially helpful for improving prompt quality and consistency. Great idea! 👏

The deterministic, browser-only approach is a strong differentiator. Scoring prompts across structure, context, privacy, and security in under 10 milliseconds could make a practical pre-deployment check for teams that want fast feedback without sending proprietary prompts to an external API.

The "deterministic, zero external calls" angle is the interesting part. most "prompt quality" tools quietly just pipe your prompt to another LLM and call that analysis, so under-10ms local scoring is a real differentiator, especially for the healthcare/legal/financial use case you mention. Curious how the six dimensions hold up against the AI Auditor mode though like, does the deterministic checker catch a meaningfully different class of issues than the LLM pass, or is the Auditor mostly there for the stuff rules can't express (tone, subtlety)? Also solid that CI/CD integration is framed as zero-cos. that's the actual blocker for most teams adopting a linting-style tool.

woah, something i really wished existed

woah, something i really wished existed

AIQualityHQ Your product has strong potential, but I found a few key improvements that could make it even better. I'd love to share my feedback and suggestions—please contact me at [email protected]

A prompt checker that itself ships your prompt to an LLM defeats the purpose for legal and financial workflows — so the deterministic, browser-only, zero-external-call design is the right shape. Under-10ms scoring makes it usable as a pre-deployment lint, and framing it for CI/CD is where deterministic rules actually earn their keep.