When investigating system issues, the most time-consuming phases are “Reproduction” and “Verification.” Speeding up these processes is the key to faster resolution, especially when dealing with complex API requests or massive SQL queries found in logs.
1. Deciphering Huge SQL Instantly
SQL queries found in log files or generated by ORMs (Object-Relational Mapping) often have no line breaks or indentation, making them extremely difficult to read.
SELECT * FROM users JOIN orders ON users.id = orders.user_id WHERE orders.status = 'shipped' AND orders.created_at > '2026-01-01' ORDER BY users.name ASC;When debugging queries like this, manually inserting line breaks is a waste of time. By using an SQL formatter to align the query by keywords, you can instantly spot missing conditions or mistakes in JOIN logic.
2. Converting Curl Commands into “Living Code”
Have you ever “Copied as cURL” a network request from your browser’s developer tools? Replicating that request in your own program (JavaScript, Python, Go, etc.) can be tedious when manually setting headers and body formats.
By simply pasting the Curl command and instantly converting it into code using standard libraries or packages like axios, your API debugging becomes much smoother.
Tools to Maximize Debugging Efficiency
DevToolKits provides powerful support for your debugging work:
- SQL Formatter: Formats SQL for any database with your preferred indentation settings. Transforms unreadable queries into “readable assets.”
- curl-to-Code Converter: Instantly converts complex Curl commands into code for your preferred programming language. Just copy and use it as reproduction code immediately.
Let’s use these tools to rewrite the common wisdom that “debugging is a chore.”