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Recent studies on LLMs in software development reveal that long-horizon autonomous coding is highly improbable, repo-level.md files can worsen performance, and models struggle with negation. CircleCI's 28 million workflows highlight AI coding's biggest risk. DORA's 2025 report and Faros' 2026 report provide industry data.
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