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As developers, we all know that no two workflows are exactly the same. Some of us thrive on structure, while others prefer flexibility and experimentation. That’s why choosing the right top code AI VSCode extension can make such a big difference—it’s not about which tool is “the best” overall, but which one fits your way of working.

For example, some VSCode AI extensions specialize in code completion and generation. They’re perfect for developers who want to reduce boilerplate tasks and get quick suggestions as they type. Others focus more on debugging assistance, offering context-based explanations that are especially valuable for beginners trying to understand why their code is breaking. Then there are extensions that integrate with API testing, helping developers seamlessly move from writing code to validating endpoints without leaving their editor.

This is where tools like Keploy add real value. By automatically generating test cases and mocks from API calls, Keploy complements VSCode extension, creating a more holistic workflow. Instead of juggling multiple tools or writing test cases by hand, developers can streamline the entire process—from coding to testing—in one smooth flow.

So the real question is: do you need speed, deeper learning, better testing integration, or all of the above? The good news is that the ecosystem of top code AI VSCode extensions is growing fast, which means there’s likely one that perfectly matches your needs.