SMRTR AIMay 19, 2026Hacker News

Forge – Guardrails take an 8B model from 53% to 99% on agentic tasks

SMRTR summary

Forge is a reliability layer that dramatically improves how small, locally-run AI models handle complex multi-step tasks. By adding guardrails like rescue parsing, retry nudges, and smart memory management, it boosts an 8B model's performance from 53% to 99% on agentic workflows, making budget-friendly local models far more dependable.

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