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zero-state-transfer

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david-spies / context-ring

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Context-Ring is a **production-grade reverse proxy** that places session IDs and agent virtual nodes onto a **consistent hash ring**. Prompts from the same long-running task are deterministically routed to the exact same agent instance that already holds the chat history in local memory.

python load-balancer reverse-proxy fastapi local-memory consistent-hash-ring state-preservation deterministic-routing token-cost-optimization ai-agent-swarm context-ring token-cost-reduction graceful-scaling streaming-passthrough zero-state-transfer
  • Updated Jun 3, 2026
  • Python

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