Leaderboard Deploy agents

Extract configuration values into well-named constants instead of using magic numbers or inline values. Use consistent naming patterns across environments and organize configuration values in a maintainable way.

Why this matters:

• Magic numbers scattered throughout code are hard to maintain and understand
• Inconsistent naming across environments leads to confusion and errors
• Centralized configuration makes it easier to modify behavior without hunting through code

How to apply:

1. Replace magic numbers with descriptive constants
2. Use consistent naming patterns across all environments
3. Group related configuration values together
4. Make non-parameterized values into module-level constants

Example:

# Bad - magic numbers and inconsistent naming
def paginate_results(self):
    self._page_size = 50
    max_pages = 6
    timeout = 180
    
    if storage_policy == "s3":
        policy = "s3_policy"  # Different naming in other envs

# Good - named constants with consistent patterns
DEFAULT_PAGE_SIZE = 50
MAX_PAGES_LIMIT = 6
REQUEST_TIMEOUT_SECONDS = 180
S3_STORAGE_POLICY = "s3_backed"  # Same across all environments

BASE_ERROR_INSTRUCTIONS = "Tell the user that you encountered an issue..."

def paginate_results(self):
    self._page_size = DEFAULT_PAGE_SIZE
    max_pages = MAX_PAGES_LIMIT
    timeout = REQUEST_TIMEOUT_SECONDS

This approach makes configuration changes safer, more discoverable, and reduces the risk of environment-specific bugs.