I genuinely think that autonomous code generation is the future.
But today we are facing a problem: we cannot be confident enough in the result produced by an LLM.
The problem is its way of working. Even with strong directive such as “make a button blue”, we cannot be sure that the button will be blue (maybe the context has contradictory informations).
This POC is based on hooks and is validating that a deterministic generic harness is possible.
For example, you may distribute a skill saying that a button must be blue, with a policy that checks that the button is blue. Thanks to this, the system will apply the policy and check the button’s color.
Show HN: A deterministic governance harness for agentic development loops
github.com