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I’m building DeepRails, a developer-first platform that helps teams run AI in production without hallucinations and unreliable outputs.

We saw a pattern where LLM demos worked great, but things broke down in real-world usage—edge cases, wrong answers, and no easy way to fix them. DeepRails plugs directly into AI workflows to evaluate outputs and automatically correct or regenerate low-quality responses before users see them. We originally built it for consulting clients, then realized the tooling itself was the product.

www.deeprails.com/?ref=ih