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feat: DGR-004-CHAIN - Execute chained DGR-004/005/003-emission with anchor

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Dobromir Popov
2026-07-14 10:34:38 +03:00
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.claude/memory/MEMORY.md
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- **Distributed relay performance** — relay `/rpc` requester sockets are persistent per Route Session and Activation Seam as of 2026-07-10; `request_id` remains unique per activation while `X-Meshnet-Session` remains stable for KV state. Next low-risk priorities: persistent direct/loopback HTTP, seam byte/latency telemetry, then trace-driven zstd tuning.
- **Distributed GGUF direction** — benchmark-gated native runtime: compare controlled Transformers/safetensors and whole-model llama.cpp lanes before expensive work; ship only for measured speed or model-fit advantage. Public parallelism is contiguous Shards in an Inference Route; concurrency comes from per-node continuous batching across isolated Route Sessions, while tensor/expert collectives stay inside optional trusted composite providers. Native data plane uses versioned Protobuf over long-lived gRPC/HTTP2 seam streams, with existing relay carrying the same opaque frames when needed. llama.cpp/GGML remains the substrate behind a project-owned standalone worker and small pinned fork; vLLM is an optional complete managed provider and concept donor, not a fork. Nakshatra, `prima.cpp`, `llama-gguf`, LiGGUF and historical GPUStack are source/test donors only. Active plan: [README](../../.scratch/distributed-gguf-runtime/README.md), [architecture](../../.scratch/distributed-gguf-runtime/architecture.md), [PRD](../../.scratch/distributed-gguf-runtime/PRD.md), [Ralph backlog](../../.scratch/distributed-gguf-runtime/prd.json). Research: [landscape](../../docs/research/distributed-gguf-landscape.md), [GitHub follow-up](../../docs/research/distributed-gguf-github-followup.md), [vLLM](../../docs/research/vllm-distributed-gguf-assessment.md).
- [DGR ROCm setup](dgr-rocm-setup.md) — version-matched TheRock SDK layout, relocated devel payload, verified `gfx1151` HIP llama.cpp build, and GPU-diagnostic boundary.
- **DGR-004 llama.cpp boundary** — `packages/node/native/llama/` locks `e920c523e3b8a0163fe498af5bf90df35ff51d25`, with a one-patch CMake marker and fail-closed clean materialize/apply/build/smoke harness. This is infrastructure only; stock GLM dense fallback remains uncertified.