Launch HN: Prized (YC S26) – Let non-engineer staff build secure internal tools

Re:Launch HN: Prized (YC S26) – Let non-engineer staff build... by Arshad-Talpur on Thursday July 30, 2026 @04:18PM (#49115208)

One of the core issue here is LLMs are probabilistic not deterministic, even with set of rules or context , llms are inherently built to make best guess, so my question is how you are ensuring that LLMs are following rules?

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Re:Launch HN: Prized (YC S26) – Let non-engineer staff build... by marinoseliades on Thursday July 30, 2026 @06:32PM (#49116711)

You're right, and we don't. The judge is best-effort screening not enforcement. Enforcement is deterministic with per-tool Postgres roles, proxy-injected creds, host allow-list, human approval on destructive writes. Those hold whether the judge is right or wrong.

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