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    <title>软件工程 Agent：从 Issue 到可审查 Pull Request</title>
    <link>https://www.hansking.cn/blog/2026ruan-jian-gong-cheng-Agent-cong-Issue-dao-ke-shen-cha-PullRequest</link>
    <description>[{&quot;value&quot;:&quot;软件工程 Agent：从 Issue 到可审查 Pull Request&quot;,&quot;url&quot;:&quot;#软件工程-agent从-issue-到可审查-pull-request&quot;,&quot;depth&quot;:1},{&quot;value&quot;:&quot;一、Issue 不是需求，先把它变成验收条件&quot;,&quot;url&quot;:&quot;#一issue-不是需求先把它变成验收条件&quot;,&quot;depth&quot;:2},{&quot;value&quot;:&quot;二、先建立仓库基线&quot;,&quot;url&quot;:&quot;#二先建立仓库基线&quot;,&quot;depth&quot;:2},{&quot;value&quot;:&quot;三、工作区隔离比自动提交更重要&quot;,&quot;url&quot;:&quot;#三工作区隔离比自动提交更重要&quot;,&quot;depth&quot;:2},{&quot;value&quot;:&quot;四、计划要短，但必须能被验证&quot;,&quot;url&quot;:&quot;#四计划要短但必须能被验证&quot;,&quot;depth&quot;:2},{&quot;value&quot;:&quot;五、实现阶段坚持最小补丁&quot;,&quot;url&quot;:&quot;#五实现阶段坚持最小补丁&quot;,&quot;depth&quot;:2},{&quot;value&quot;:&quot;六、测试要围绕用户行为，而不是只追求覆盖率&quot;,&quot;url&quot;:&quot;#六测试要围绕用户行为而不是只追求覆盖率&quot;,&quot;depth&quot;:2},{&quot;value&quot;:&quot;七、处理失败：停止比继续改更聪明&quot;,&quot;url&quot;:&quot;#七处理失败停止比继续改更聪明&quot;,&quot;depth&quot;:2},{&quot;value&quot;:&quot;八、生成 PR 时交付证据&quot;,&quot;url&quot;:&quot;#八生成-pr-时交付证据&quot;,&quot;depth&quot;:2},{&quot;value&quot;:&quot;九、合并前保留人的判断&quot;,&quot;url&quot;:&quot;#九合并前保留人的判断&quot;,&quot;depth&quot;:2},{&quot;value&quot;:&quot;总结：自动化的终点是可验证，不是无人负责&quot;,&quot;url&quot;:&quot;#总结自动化的终点是可验证不是无人负责&quot;,&quot;depth&quot;:2}]</description>
    <pubDate>Sun, 10 May 2026 10:00:00 GMT</pubDate>
    <author>admin@hansking.cn (HANS)</author>
    <category>AI</category><category>LLM</category><category>Coding Agent</category><category>Git</category><category>软件工程</category>
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