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🚀 NABIKernel Architecture

NABIKernel is the orchestration engine powering federated AI agent coordination. The spawn mechanism is a masterclass in non-blocking architecture that returns immediately while executing asynchronously in the background.

🚀 NABIKernel Spawn Mechanism

Production-grade agent orchestration with non-blocking architecture

State Transitions

PENDINGROUTINGQUEUEDEXECUTINGCOMPLETEDstartenqueuedequeuecompletetimeout/error

✓ Terminal States

  • • COMPLETED – Task successful
  • • FAILED – Timeout or error
  • • CANCELLED – User cancelled
  • • EXPIRED – Timeout exceeded

🔄 Valid Transitions

  • • All states can → FAILED
  • • QUEUED → FAILED on timeout
  • • Only one entry: PENDING
  • • No circular paths

💡 Why This Matters

NABIKernel's spawn mechanism is production-grade infrastructure that enables high-throughput agent orchestration while maintaining strict state guarantees. The two-phase execution model returns immediately (5-10ms) to the client while executing asynchronously in the background. Priority queues ensure resource awareness, and federation events enable real-time monitoring. This is the engine powering federated AI agent orchestration at scale.

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Fast Return

Requests return in 5-10ms with agent tracking ID, while execution happens asynchronously in background

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Smart Scheduling

Priority queues with resource awareness ensure optimal throughput while preventing resource exhaustion

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Observable

Federation events at each transition enable real-time monitoring and cross-agent observability

🔥 Perfect For

  • High-throughput agent orchestration requiring sub-10ms response times
  • Federated systems where agents need guaranteed state tracking
  • Production infrastructure requiring timeout safety and no orphaned tasks
  • Multi-provider LLM orchestration with fallback capabilities

Full documentation saved to: ~/Sync/docs/architecture/NABIKERNEL_SPAWN_MECHANISM.md

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