Create comprehensive agent guide at repository root documenting:
- Project overview and architecture
- Essential commands (deployment, testing, validation)
- Code organization and service categories
- Naming conventions and style patterns
- Testing approach and quality standards
- Critical gotchas (process management, demo security)
- Development workflow and best practices
This provides quick reference for AI agents working in this repo,
complementing the detailed development guidelines in demo/AGENTS.md.
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