Hacker News

Show HN: A deterministic governance harness for agentic development loops

Hacker News - Wed, 07/22/2026 - 1:55am

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.

Comments URL: https://news.ycombinator.com/item?id=49002376

Points: 2

# Comments: 0

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Librrd Playground

Hacker News - Wed, 07/22/2026 - 1:31am

Article URL: https://systemf.epfl.ch/etc/librrd/

Comments URL: https://news.ycombinator.com/item?id=49002235

Points: 1

# Comments: 0

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DeepSeek Search Down

Hacker News - Wed, 07/22/2026 - 1:31am
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Macaron-V1

Hacker News - Wed, 07/22/2026 - 1:25am
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