Building Sovereign Multi-Agent Orchestration & DAG State Machines in Pure Python: Kahn's Algorithm, Dynamic Routing & Checkpointing
In modern artificial intelligence engineering, single-prompt LLM execution has hit an architectural plateau. Real-world enterprise challenges—such as autonomous codebase generation, financial quantitative research, and complex customer fulfillment—require specialized autonomous agents collaborating…
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- 2026-11-03 07:28 · DEV Community — AI
Building Sovereign Multi-Agent Orchestration & DAG State Machines in Pure Python: Kahn's Algorithm, Dynamic Routing & Checkpointing