---
id: 20261024-T0-08
title: "SWE-VERIFIER：选择性验证让编程Agent更省钱"
title_en: "SWE-VERIFIER Cuts Coding Agent Costs with Selective Verification"
url: https://ai.daily.yangsir.net/daily/20261024-T0-08
issue_date: 2026-10-24
publish_date: 2026-10-23T04:00:00.000Z
category: research
source_name: "arXiv cs.LG (ML)"
source_url: https://arxiv.org/abs/2610.30284
---

# SWE-VERIFIER：选择性验证让编程Agent更省钱

arXiv 新论文提出 SWE-VERIFIER，针对编程 Agent 算力浪费的问题。这类 Agent 在生成动作和处理长交互历史时消耗大量计算，一旦选错动作就会进入低价值状态，推高 API 成本。SWE-VERIFIER 的思路是对备选动作做采样和验证，但只对部分动作进行验证，从而在保证效果的同时降低开销。论文将其定位为成本高效的验证方案。实际影响：编程 Agent 的调用成本有望下降，适合长时间运行的自动化编码任务。

## English Version

**SWE-VERIFIER Cuts Coding Agent Costs with Selective Verification**

A new arXiv paper introduces SWE-VERIFIER to address wasted computation in coding agents. These agents spend significant compute generating actions and processing long interaction histories, and poor action choices push them into low-value states that raise API costs. SWE-VERIFIER samples and verifies alternative actions but verifies only selectively, aiming to preserve performance while cutting overhead. The paper positions it as a cost-efficient verification scheme. Practical impact: lower operating costs for coding agents, especially in long-running automated coding tasks.

---

**来源**：[arXiv cs.LG (ML)](https://arxiv.org/abs/2610.30284)

**详情页**：https://ai.daily.yangsir.net/daily/20261024-T0-08

---

*智语观潮 · Daily — https://ai.daily.yangsir.net/llms.txt*