Software Engineering 3.0 Era
Oct 26, 2026 · Artificial Intelligence
Why Agent Teams Fail in Production: The Collaboration Trap
Despite impressive demos, 2026 multi-agent systems show low production reliability due to flat collaboration patterns that converge to compromise rather than complementarity; benchmarks reveal a gap between near-success and full correctness, while successful deployments require structural governance like context isolation, hard permissions, and asymmetric goals instead of mere role prompting.
AI collaborationAgent TeamsProgramBench
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