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## Best Practices for Claude Agents
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Before beginning any task please checkout a branch from `dev` and create a pull request to `dev`.
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### Code Quality
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- Follow existing patterns before implementing new approaches
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- Add comprehensive tests for all new functionality
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- Performance validation on realistic data sets
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- Cross-platform testing (Linux, macOS, Windows)
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- Community-facing documentation and examples
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- In Release Notes or Comments, do not reference that it was sauthored by Claude (all code is anonymously authored)
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This guide provides the essential information for DataFog development while maintaining focus on current priorities and recent GLiNER integration work.
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