v4-best-practices

To prevent stale references in deepseek-v4-pro thinking mode, apply best practices that verify all file paths, functions, and types exist before execution. This ensures referenced symbols remain valid throughout multi-step plan-driven tasks.

Verifying path and symbol assumptions for multi-step tasks involves checking file paths and types prior to executing a plan. This validation process prevents errors when modifications touch multiple files across your codebase.

Best practices for deepseek-v4-flash plan output require replacing vague location pointers with confirmed path:line references. This provides precise navigation and ensures all generated plans point to verified code locations.

Yes, you can use v4-best-practices for plan-driven code review tasks. It enforces rules to prevent stale references and validates path assumptions, ensuring reliability during complex multi-step workflows.

Deepseek-v4-pro outputs vague location pointers in plan mode without enforced best practices. Applying specialized rules replaces these ambiguous pointers with confirmed path:line references, improving plan accuracy and execution reliability.