How Do You Handle API Errors in Your Applications?

I'm looking for some practical advice on handling API errors in modern applications. Sometimes APIs return unexpected responses, experience downtime, or take longer than expected to process requests.

What approaches do you use to handle these situations? Are there any best practices for retry mechanisms, error logging, and improving API reliability?

I'd love to hear what has worked for other developers.