This story was originally published on HackerNoon at:
https://hackernoon.com/cielara-code-just-beat-claude-code-and-codex-at-the-hardest-part-of-agent-work.
Causal Dynamics Lab proves AI coding agents spend 56.8% of compute searching, not coding. Cielara Code beats Claude Code & Codex across three independent tests.
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