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Show HN: Forge - Guardrails take 8B model from 53% to 99% on agentic tasks

Forge transforms a small 8B model from 53% to 99% accuracy on agentic tasks using structured output enforcement and step-level verification — one of the week's most technically engaged threads, with nearly 700 points. The technique achieves near-perfect execution without weight changes, evaluated across 97 model configurations spanning 18 scenarios, offering a lightweight, cost-effective alternative for real-world deployment.

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Show HN: Forge - Guardrails take 8B model from 53% to 99% on agentic tasks

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