AI Agents Keep Failing the Same Ways: Poor Documentation, Hallucinations, and the "Interesting" Non-Fix

Developers continue documenting a frustrating pattern: AI agents that confidently claim to fix bugs they haven't fixed, hallucinate when documentation is poor, and lack the self-awareness to flag their own uncertainty.

The failure modes of AI agents in real-world development work are becoming depressingly consistent. This week brought fresh reports of the same patterns that have plagued the technology for months — and the lack of improvement is itself the story.

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