Automated linting and unit tests triggered upon code submission catch regressions before they reach production. Comparison: Bug vs. Feature Request

The user desires functionality that was never in the original documentation or design. That's Not a Bug, It's a Feature Request - Coding Horror

Services such as Claude Code offer multi-agent reviews where independent AI agents verify a fix before merging, providing high confidence for substantial changes.

Systems like GitHub Issues allow you to co-locate bug reports with your code, ensuring clear ownership and context visibility.

Forcing users to follow a standard template (Steps to Reproduce, Expected vs. Actual results) prevents the "vague report" bottleneck and speeds up developer resolution.

Instead of just suggesting a fix, tools like Cursor 2.2 use an agent to instrument your code, capture runtime logs while you reproduce the issue, and then hypothesize and apply fixes across all affected files.

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