# Distributed GGUF runtime milestones ## Gate A — measured runtime value - DGR-001 locks the safetensors-versus-GGUF performance/fit/quality contract. - DGR-002 can proceed independently and defines the battle-proven backend-neutral wire protocol. - DGR-003 builds exact recipe identity on DGR-002. - Expensive native llama.cpp work remains gated by DGR-001. ## Gate B — minimal native execution seam - DGR-004 creates the reproducible pinned fork boundary. - DGR-005 implements dense-Llama range ownership. - DGR-006 proves architecture-defined boundary parity. ## Gate C — concurrent production worker - DGR-007 isolates concurrent Hot KV State. - DGR-008 exposes the native worker over gRPC. - DGR-009 integrates the worker without replacing Meshnet's control plane. - DGR-010 passes local real-model two-process acceptance. ## Gate D — real consumer-hardware route - DGR-011 passes two-physical-machine execution. - DGR-012 adds continuous batching and bounded admission. - DGR-013 hardens failure and cancellation. ## Gate E — product release decision - DGR-014 compares distributed GGUF against the current distributed safetensors route under locked thresholds. - DGR-015 adds Qwen3/Qwen3-MoE only after the dense runtime passes. - DGR-016 prepares narrow upstream llama.cpp collaboration material. No later gate may be claimed from synthetic workers or documentation-only evidence.