Leaderboard Deploy agents

Choose names that clearly communicate intent and context, avoiding ambiguity or confusion. Variable and function names should be self-documenting and reflect their domain purpose.

Key guidelines:

• Use domain-specific terminology consistently
• Prefer descriptive names over generic ones
• Make implicit context explicit in the name
• Avoid positional/numeric references in favor of semantic names

Example - Before:

fn make_categoricals_compatible(
    input: &[column],  // Uses numeric index input[1]
    array_width: usize,
) 

After:

fn make_rhs_categoricals_compatible(
    CategoryMapping {
        source_column,
        target_column,
    }: CategoryMapping,
    array_width_in_bytes: usize,
)

The improved version:

• Clarifies the function’s effect on right-hand side
• Uses a semantic structure instead of array indices
• Adds context to the width parameter
• Makes the relationship between parameters explicit