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  • Read the README.md for basic project understanding.
  • Use spelling rules for British English
  • Avoid using deprecated classes or methods if possible, prefer modern alternatives.
  • All code should be written in Groovy 5.0.3 with @CompileStatic where possible.
  • Use Embabel 0.3.0+ and Spring Boot 3.5.x
  • The default LLM is qwen3-coder:30b served by Ollama (local models only, no cloud).
  • Use JVM 21.
  • Indent with 2 spaces. Max line length is 120 characters.
  • Follow existing code style and conventions.
  • Write unit tests for all new functionality (use Spock 2.4).
  • Always run all tests with ./mvnw test after a feature is fully implemented or a bugfix completed to ensure there are no regressions.