Request Response Lifecycle Management With Timeout Handling

via “request lifecycle management with state tracking and error handling”

High-throughput LLM serving engine — PagedAttention, continuous batching, OpenAI-compatible API.

Unique: Implements a request state machine with automatic resource cleanup and support for request cancellation during execution, preventing resource leaks and enabling graceful degradation under load — unlike simple queue-based approaches which lack state tracking and cleanup

vs others: Prevents resource leaks and enables request cancellation, improving system reliability; state machine validation catches invalid operations early vs. runtime failures