Add rate limiting for logging

**Problem**
When working with data, the error messages could be more descriptive.

**Suggestion**
Improve error handling and add detailed error messages.

**Context**
This would help with debugging and maintenance.

The issue names no files, tests, or logging entry points. Start by locating the logging implementation and tracing where repeated messages are emitted; clarify the intended rate limit and error-message scope before changing anything. Done means rate limiting is applied consistently and descriptive errors are covered by tests.

Written by the indexing model from the issue text.