If you are building AI applications in production, you already know the dirty secret: prompt management is a mess

What starts as a clean system prompt quickly turns into a tangled web of hardcoded strings, tweaked parameters, and fragmented version histories. When an AI feature suddenly starts hallucinating or fails a security check, tracing the exact combination of the prompt, model version, and temperature that caused the issue is incredibly painful.

In traditional software, we solved supply-chain chaos with the SBOM (Software Bill of Materials).

AI needs the exact same thing. That is why we are open-sourcing the PBOM (Prompt Bill of Materials) Specification.

EqoAI/pbom-spec is an open-source standard designed to track, version, and secure the lifecycle of AI prompts.