> For the complete documentation index, see [llms.txt](https://docs.digitalhumans.jp/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.digitalhumans.jp/dify-guide/operations.md).

# 運用・監視・改善

{% content-ref url="/pages/N5fVDnkudcLPZbLxe1A3" %}
[アノテーション（注釈）機能](/dify-guide/operations/dify-docs-use-annotation-for-answer-improvement.md)
{% endcontent-ref %}

{% content-ref url="/pages/6Du6MBIW6FMgRGLlTWbN" %}
[コスト管理とトークン最適化](/dify-guide/operations/dify-docs-cost-management-and-token-optimization.md)
{% endcontent-ref %}

{% content-ref url="/pages/gbt3LbIAQpZWWwCWf6J4" %}
[トラブルシューティング](/dify-guide/operations/dify-docs-troubleshooting.md)
{% endcontent-ref %}

{% content-ref url="/pages/uPmrpaGLLXcQtqeXu9Wc" %}
[バージョン管理と更新手順](/dify-guide/operations/dify-docs-version-management-and-update-procedure.md)
{% endcontent-ref %}

{% content-ref url="/pages/7PLiKsvLgR1orUPiKd4a" %}
[ログとトレースの確認](/dify-guide/operations/dify-docs-check-logs-and-traces.md)
{% endcontent-ref %}

{% content-ref url="/pages/1kJD7vkprOQMv7CIQtvq" %}
[利用状況モニタリング](/dify-guide/operations/dify-docs-usage-monitoring.md)
{% endcontent-ref %}