source-driven-development

You can anchor code decisions to official documentation by detecting project dependency versions, fetching relevant official docs, and implementing patterns with verifiable citations. This ensures implementations follow documented best practices and prevents memory-driven or outdated code.

The best way to ensure framework-specific forms and routing follow current best practices is to lock implementations to the project's dependency versions, fetch the relevant official documentation, and apply the documented patterns directly to your code with source citations.

Yes, you can validate data fetching and state management patterns automatically by identifying your stack and versions from dependency files, fetching the corresponding official documentation, and implementing the patterns with verifiable citations to ensure version-aware compliance.

Version-aware validation works by detecting and locking to the project's specific dependency versions before fetching and applying patterns from official documentation. This ensures the code decisions match the exact framework version in use, preventing compatibility issues.

Citation-driven implementation ensures boilerplate code reflects current official best practices rather than outdated patterns or memory-driven implementations. Each pattern is traced to a specific official source, providing verifiable validation and improving long-term code quality.

Yes, you need project dependency files to detect your stack and versions for documentation validation. The system reads these files to lock to the correct dependency versions before fetching the relevant official documentation and applying the corresponding patterns.