Instead of making multiple small assertions that check individual fields or conditions, write single comprehensive assertions that verify the complete expected state. This approach makes tests more maintainable, provides better documentation of expected behavior, and makes test failures more informative. Example - Instead of: ```rust assert_eq!(tools[0]["type"], "function"); assert_eq!(tools[0]["name"], "shell"); assert!(tools.iter().any(|t| t.get("name") == Some(&name.clone().into()))); ``` Prefer: ```rust assert_eq!(tools, vec![ json!({ "type": "function", "name": "shell" }), json!({ "type": "function", "name": name }) ]); ``` This practice: - Makes the expected state immediately clear - Reduces test maintenance overhead - Effectively documents the complete expected behavior - Makes test failures more informative by showing all differences at once - Serves as living documentation of the expected wire format/data structures When dealing with complex objects that don't implement PartialEq, consider implementing it to enable comprehensive assertions rather than checking fields individually.