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Kocoro-lab/Shannon

A production-oriented framework for orchestrating multiple AI agents with time-travel debugging, token budget control, and real-time observability.

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Shannon provides multi-strategy orchestration for AI agents in production environments. It supports swarm collaboration patterns, human approval workflows, and deterministic replay through time-travel debugging. The framework includes WASI sandboxing for secure code execution, OPA policy enforcement, and multi-tenant isolation. Built-in integrations for OpenTelemetry tracing, Prometheus metrics, and real-time event streaming enable comprehensive observability across agent executions.

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