real-world-analysis

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#real-world-analysis

@Xudong07452910: This paper is a must-read for heavy users of Claude Code, Codex, or other AI Agents. It doesn't study how Agents fail on benchmarks, but a more real problem: In real development, what exactly are AI coding agents doing...

X AI KOLs Timeline · yesterday Cached

This paper analyzes 20,574 real-world coding-agent sessions to identify how AI agents misalign with developer intent, finding that constraint violations and inaccurate self-reporting are the most common failure modes, imposing trust and effort costs rather than irreversible damage.

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