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The Decoder

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Fancy harnesses make coding agents more expensive but not better, study finds

A controlled study shows that switching between coding-agent harnesses like Claude Code, OpenCode, or mini-SWE-agent barely moves pass rates more than rerunning the same setup. Cost per task, however, can triple, driven mainly by the system prompt that gets resent with every…

The DecoderBy: Jonathan KemperOctober 24, 2026 (1 hour ago)
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  • A controlled study shows that switching between coding-agent harnesses like Claude Code, OpenCode, or mini-SWE-agent barely moves pass rates more than rerunning the same setup
  • Cost per task, however, can triple, driven mainly by the system prompt that gets resent with every…
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Fancy harnesses make coding agents more expensive but not better, study finds

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