AI coding assistants are software tools designed to help developers by suggesting code completions, generating code snippets, and offering context-sensitive coding advice. These tools utilize machine learning and can integrate directly into development environments (IDEs) or operate as standalone applications. They range from providing single-line completions to generating entire application templates and offer various modes of interaction, such as chat interfaces and in-line suggestions.

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An overview of the different types of AI coding assistance available to developers, ranging from basic machine learning-powered IDE features to full-line and multi-line code completion, and up to agentic AI tools that can autonomously plan, generate code, run tests, and commit changes with minimal developer input.

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