neuron-tai/.claude/memory/project-status.md

name, description, metadata

name	description	metadata
project-status	Current state of neuron-tai development as of 2026-07-01	node_type type originSessionId memory project 8fb120ee-7b8e-45be-98c0-b5ae9c64d1ec

Project Status (2026-07-01)

29/30 user stories done. US-030 is the only open story, ready for ralph.

US-030 — Manual route selection + hop-penalty benchmarking

• Status: open / ready
• Optional "route": [node_id, ...] in POST /v1/chat/completions body
• POST /v1/benchmark/hop-penalty — privileged (non-empty Authorization header), fans out to 1/2/3-node routes, records per-hop latency
• Results appended to benchmark_results.json in tracker working dir
• GET /v1/benchmark/results — also auth-gated
• Routing algorithm unchanged — data collection only
• Source: .scratch/distributed-inference-network/issues/30-manual-route-and-hop-benchmark.md

Why: Need real hop-latency data to eventually optimize route selection beyond synthetic benchmarks. How to apply: When asked about next steps, US-030 is the one ready story.

Windows CUDA node (working as of 2026-07-01)

• miniforge3 base env, torch 2.7.1+cu118, torchvision 0.22.x+cu118
• RTX 4060 Laptop GPU, 8 GB VRAM, benchmark index ~11,200
• Run: meshnet-node start --tracker https://ai.neuron.d-popov.com --model Qwen/Qwen2.5-0.5B-Instruct
• Known: tracker registration fails with http:// — must use https://
• pynvml deprecation warning is harmless (use nvidia-ml-py to silence it)