source-driven-development

To ensure code patterns match official framework documentation, you must fetch current docs, implement patterns exactly as documented, and annotate your code with verifiable source citations to prevent memory-era drift.

Source-driven development is the practice of grounding every framework-specific code decision in official documentation. You need it when verifying that your implementation patterns are up-to-date, accurate, and free from outdated memory-based assumptions.

To detect stack versions from dependency files, you parse the project's dependency configurations to identify the frameworks and their exact versions, which allows you to subsequently fetch the correct matching official documentation.

The best way to cite official documentation sources in code is to annotate your implementation with precise citations referencing the exact official doc pages used for the applied patterns, ensuring every decision is verifiable.

Yes, this source-driven coding approach applies across any framework or library by standardizing stack detection, doc retrieval, pattern implementation, and source citations regardless of the specific technology stack in use.

You should verify code patterns against official docs to eliminate memory-era drift, ensuring that your API usage and framework implementations remain accurate, current, and fully backed by verifiable documented sources.