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

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

From The Good Tech Companies by HackerNoon

May 5, 2026 · 12 min

About this episode

Cielara Code outperforms Claude Code and Codex in AI coding agent tests.

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 .

Topics covered

  • AI
  • coding agents
  • technology
  • Cielara Code
  • Claude Code
  • Codex

Keywords

  • Cielara Code
  • Claude Code
  • Codex
  • AI coding agents
  • Causal Dynamics Lab
  • technology

Mentioned in this episode

Organizations: Causal Dynamics Lab

Products: Cielara Code, Claude Code, Codex

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