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      <title>Devin alternatives: why single-agent autonomy failed in 2025</title>
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      <pubDate>Tue, 07 Jul 2026 00:00:00 +0000</pubDate>
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      <description>Early 2025 data shows Devin failed 14 of 20 real-world tasks. Explore why spec-driven orchestration now beats single-agent autonomy for engineers.</description>
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