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Parallel agent architectures face several technical challenges, including multiple agents simultaneously modifying the same file region and output dependency conflicts; solutions typically include task dependency graphs (DAGs), file-level locking mechanisms, or Git branch-based isolation strategies.
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9/1/2026
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