Cielara Code Just Beat Claude Code and Codex at the Hardest Part of Agent Work

from Tech Stories Tech Brief By HackerNoon · host HackerNoon

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. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #cielara-code, #causal-dynamics-lab, #claude, #ai, #codex, #good-company, #technology, #startups, and more. This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com.

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This episode was published on May 6, 2026.

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