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8 pages in this section.
Explains the shift from autocomplete to autonomous multi-file coding agents and how that reshapes daily engineering work.
Explore 8 coding agent use cases, from basic to intermediate, covering read-edit-test loops, task packaging, and building trust with review and stop conditions.
Quick-reference for agents that review pull requests for bugs, style, security issues, and policy - without replacing human judgment.
Learn how autonomous bug-fixing agents use a read-reproduce-fix-verify loop to generate and verify code patches for software issues. Discover key concepts and when to apply
Quick-reference for agents that generate, refresh, and answer questions about codebase docs grounded in real structure and tests.
Ten practices for scoping coding-agent use cases so humans still review the risky parts while agents handle verifiable work.