Source-driven development

When to use

• Framework-specific code (React, Next, FastAPI, sklearn, etc.)
• User wants documented, version-correct patterns
• Unsure if training-data API is current

When to relax

• Pure logic with no external API
• User explicitly wants speed over doc verification

Process

DETECT versions -> FETCH official docs -> IMPLEMENT -> CITE or FLAG unverified