Autonomous coding agents need a plan-code-test-verify execution loop with feedback, not just task completion

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The real bottleneck in autonomous coding is knowing when work is actually finished, which requires an execution loop with separate planning, coding, testing, and verification layers where failed tests feed back as new information.