Most teams see the demo; few survive the production wake-up call. I stress-tested major agent frameworks to see where loops break. This is a technical look at state management, latency, and the real-world failure modes of orchestration at scale.
Prototypes fail when they hit production agent orchestration. I analyzed how stacks manage state and errors at scale
Multi-agent systems often fail at the orchestration layer. I analyzed three production stacks to see where abstractions break. Stop building demos—start building systems
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Everyone sells agent swarms like they are magic, but running them at scale is a headache. Coordinating multiple models builds a brittle web of dependencies