Execution Context And State Propagation Across Enclaves

via “execution-context-and-state-propagation-across-enclaves”

AutoGen function executor for QNSP — submits code workloads to QNSP AI orchestrator enclaves with PQC attestation.

Unique: Implements PQC-signed context propagation across enclave boundaries with automatic serialization and validation, enabling secure multi-step agent execution with context isolation — a capability not present in standard AutoGen or cloud execution platforms

vs others: Provides cryptographically-secured context propagation across enclaves, whereas standard AutoGen lacks built-in context management and cloud platforms don't expose execution context for audit

via “execution context propagation across agent chain”

Experimental multi-agent system

Unique: Implements context propagation through direct parameter passing in a Python function chain rather than using message queues, event buses, or external state stores, keeping the entire execution state in-process and synchronous

vs others: Simpler to understand and debug than distributed context management, but less scalable and lacks the durability guarantees of external state stores