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@LLM-as-judge

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04:00
2026-05-27
arxiv.org
artificial-intelligence

SPEAR: Code-Augmented Agentic Prompt Optimization

Researchers introduced SPEAR (Sandboxed Prompt Engineer with Active Roll-back), a code-augmented agentic optimizer that autonomously rewrites prompts using a Python sandbox for structural error analys…

// co-occurs with top 7 entities
SPEAR 1 CodeAct 1 GEPA 1 TextGrad 1 BBH 1 GSM8K 1 Wang et al. 1