I have spent the last year watching the AI conversation shift from smart autocomplete to autonomous contribution. When I test tools like Claude Code or GitHub Copilot Workspace, I am no longer just seeing code suggestions. I am watching them solve tickets and refactor entire modules.
The promise is seductive. I imagine assigning a complex task and returning to merged work. But while these agents generate code in seconds, I have discovered that code verification is the new bottleneck.
For agents to be force multipliers, they cannot rely on…

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