> For the complete documentation index, see [llms.txt](https://metalbear.com/mirrord/docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://metalbear.com/mirrord/docs/use-cases.md).

# Use Cases

- [Remocal Development](https://metalbear.com/mirrord/docs/use-cases/local-development.md): Run your code locally while it communicates with real cloud services
- [CI/CD Integration](https://metalbear.com/mirrord/docs/use-cases/mirrord-for-ci.md): How to use mirrord in a CI environment with \`mirrord ci\` commands.
- [Preview Environments](https://metalbear.com/mirrord/docs/use-cases/preview-environments.md): Ephemeral, isolated environments connected to your cluster
- [Preview Environments in CI](https://metalbear.com/mirrord/docs/use-cases/preview-environments/preview-environments-in-ci.md): How to automate preview environments in your CI pipeline with PR-based keys and header propagation
- [Chaos Testing](https://metalbear.com/mirrord/docs/use-cases/chaos-testing.md): Introduce unexpected failures or disruptions to chaos test your app with mirrord.
- [Using mirrord with AI](https://metalbear.com/mirrord/docs/use-cases/using-mirrord-with-ai.md): Configure AI coding agents to test code changes against your cluster using mirrord
- [Agent Skills for mirrord](https://metalbear.com/mirrord/docs/use-cases/using-mirrord-with-ai/ai-skills-plugin.md): Install the mirrord skills plugin to give AI coding assistants like Cursor and Claude Code domain-specific knowledge of how to work with mirrord.
- [Configure AI Agents to Use mirrord](https://metalbear.com/mirrord/docs/use-cases/using-mirrord-with-ai/the-meta-prompt.md): Configure AI coding agents to test code changes against your cluster using mirrord


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