Agents And SkillsAgent

Proof and verification for agent actions

April 7, 2026r/LocalLLaMA, r/OpenAI

In r/LocalLLaMA and r/OpenAI, builders worry that agents execute actions without proof, while others try to fix failures by turning vague prompts into structured specs with acceptance and verification criteria.

Why we’re letting AI agents execute actions without proof?
Not logs. Not traces. Actual execution.
The #1 problem isn't the model — it's that I give it vague descriptions and it builds something that technically works but misses half the edge cases.
r/LocalLLaMA
r/OpenAI
tool usespecsclaude codetool use

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