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developer guide

7 habits of highly effective AI coding

AI is transforming how we code, especially for massive company systems. Using AI responsibly—through automatic reviews and mandatory unit tests for AI-generated code—brings big benefits to your large codebases.

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Definition and guide

What is an agentic enterprise?

An agentic enterprise runs AI agents across core workflows at scale. Learn what it looks like, where adoption starts, and how to govern it safely.

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Definition and guide

What are autonomous agents?

Autonomous agents plan and act toward goals with minimal human input. Learn how they differ from copilots, where they fit in software delivery, and how to govern them.

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Definition and guide

What is token efficiency?

Token efficiency measures how much accepted, useful code an AI coding workflow produces per token spent. Learn how to reduce cost without sacrificing quality.

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Definition and guide

What agentic engineering means

Agentic engineering makes AI agents active collaborators in software development. Learn what it means, what it requires, and how teams keep quality high.

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Definition and guide

What is AI code verification debt?

AI code verification debt is the gap between the quality of code agents generate and what enterprise software requires. Learn why it compounds and how to prevent it.

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Blueprint

Get started with SonarQube Hunter Agent

Detect broken access control & business logic flaws missed with SonarQube Hunter Agent. Learn setup, scan scheduling, & quality gate triage.

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