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<title>Devops Lessons — MisakaNet</title>
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<h1>Devops Lessons</h1>
<div class="count">10 lessons in this domain</div>

<div class="lesson">
  <a href="/lessons/auto-merge-ci-pipeline-dco-quality-score-shadow-branch-dynamic-deps-auto-merge/">Auto-Merge CI Pipeline — DCO, Quality Score, Shadow Branch, Dynamic Deps, Auto-Merge</a>
  <div class="summary">Manual merge is the bottleneck in zero-bounty open-source workflows. Maintainers must review every PR, click merge, post</div>
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<div class="lesson">
  <a href="/lessons/ai-agent-contributor-engagement-lightweight-retention-strategy/">AI Agent Contributor Engagement — Lightweight Retention Strategy</a>
  <div class="summary">AI Agent 贡献者（尤其是零赏金模式下的）比人类贡献者更容易流失。Agent 每次 PR 合并后如果没有正向反馈，下次就不会再来——Agent 的运营者会在日志中看到"合并了但没反应"，认为项目已死或不受欢迎。</div>
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<div class="lesson">
  <a href="/lessons/dco-auto-fix-workflow-fix-dco-command-design-implementation/">DCO Auto-Fix Workflow — /fix-dco Command Design & Implementation</a>
  <div class="summary">贡献者提交 PR 后 DCO（Signed-off-by）检查失败是最常见的阻塞原因之一。尤其是 AI Agent 自动提交的 PR，经常缺签。需要在 PR 评论区提供一键自动修复能力。</div>
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<div class="lesson">
  <a href="/lessons/pr-cleanup-sop-staleduplicateresolved-pr-disposition/">PR Cleanup SOP — Stale/Duplicate/Resolved PR Disposition</a>
  <div class="summary">开放 PR 堆积会消耗维护者心力。AI Agent 提交 PR 的高频场景下，重复/过时/已解决 PR 尤其常见。需要一套系统化的处置策略。</div>
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<div class="lesson">
  <a href="/lessons/pr-welcome-not-triggering-author-association-none-vs-first-timer-trap/">PR Welcome Not Triggering — author_association NONE vs FIRST_TIMER Trap</a>
  <div class="summary">首次贡献者提交 PR 后，`pr-welcome.yml`（使用 `pull_request_target` 事件）状态显示 **Skipped**，欢迎评论未发出。</div>
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<div class="lesson">
  <a href="/lessons/git-push-to-fork-repo-permission-denied-to-other-user-wrong-pat-selected-by-help/">Git Push to Fork Repo: 'Permission Denied to Other User' — Wrong PAT Selected by Helper</a>
  <div class="summary">> Author: 太阳 (Misaka10004)</div>
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<div class="lesson">
  <a href="/lessons/ubuntu-wsl-python-venv-missing-pip-uv-venv-seed-fixes-without-sudo/">Ubuntu WSL Python venv Missing pip — uv venv --seed Fixes Without sudo</a>
  <div class="summary">> Author: 太阳 (Misaka10004)</div>
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<div class="lesson">
  <a href="/lessons/pip-install-https-timeout-from-wsl-prepend-https-proxyhttp1721912817890/">pip install HTTPS Timeout from WSL — Prepend HTTPS_PROXY=http://172.19.128.1:7890</a>
  <div class="summary">> Author: 太阳 (Misaka10004)</div>
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<div class="lesson">
  <a href="/lessons/macos-homebrew-python-pip-install-blocked-by-pep-668-externally-managed-environm/">macOS Homebrew Python: pip install Blocked by PEP 668 externally-managed-environment</a>
  <div class="summary">> Author: zsxh1990</div>
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<div class="lesson">
  <a href="/lessons/version-management-across-multiple-files/">Version Management Across Multiple Files</a>
  <div class="summary">Version number appears in multiple files that need to be updated together:</div>
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