Replace generic, ambiguous, or magic identifiers with descriptive, specific names that clearly communicate intent and avoid confusion.

Key principles:

Examples:

// Bad: Generic time-based ID
let execution_id = format!("exec_{}", SystemTime::now().duration_since(UNIX_EPOCH));

// Good: UUID-based ID  
let execution_id = format!("exec_{}", Uuid::new_v4());

// Bad: Magic number with comment
command.creation_flags(0x08000000); // CREATE_NO_WINDOW flag

// Good: Named constant
const CREATE_NO_WINDOW: u32 = 0x08000000;
command.creation_flags(CREATE_NO_WINDOW);

// Bad: String constants
const EXECUTION_MODE_PARALLEL: &str = "parallel";
const EXECUTION_MODE_SEQUENTIAL: &str = "sequential";

// Good: Enum
enum ExecutionMode {
    Parallel,
    Sequential,
}

This approach improves code maintainability, reduces ambiguity, and makes the codebase more self-documenting.