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

name, description, metadata

name	description	metadata
project-status	Current state of neuron-tai development as of 2026-07-02	node_type type memory project

Project Status (2026-07-02)

All 35 user stories in docs/prd.json are done (35/35), including the reward-system arc US-030…US-035 completed 2026-07-02:

• BillingLedger (packages/tracker/meshnet_tracker/billing.py): event-sourced USDT ledger, gossip-replicated across the hive (id-deduped events), SQLite-persisted. 90/10 split by work units, per-model per-1K-token pricing, 402 before routing.
• Solana custodial adapter (packages/contracts/meshnet_contracts/solana_adapter.py): urllib JSON-RPC + solders signing. NOTE: installed solana-py 0.40 has NO sync client — don't import solana.rpc.api / spl.token.client.
• scripts/devnet_setup.py: creates mock-USDT mint + treasury, writes .env.devnet; --mint-to funds test clients.
• TrackerServer threads: deposit watcher (exactly-once via deposit- event ids) + leader-only settlement loop (threshold OR max-period, dust floor, resend-by-settlement-id → no double-pay).
• Forfeiture penalty: validator forfeits pending balance + strike; 3 strikes ban; probation redirects shares to protocol cut. Math in packages/validator/README.md.
• Web dashboard: GET /dashboard on any tracker, embedded dashboard.html, 4s polling.
• Observed routing throughput: tracker records rolling observed tokens/sec per (node_id, model) from completed proxied inference requests, exposes it via /v1/stats and /v1/network/map, shows it on the dashboard, and prefers observed per-model TPS over startup benchmark for routing when samples exist.

Suite: 222 passed, 3 skipped (openai/langchain packages missing in .venv — pre-existing).

Why: design locked in ADR-0015 (USDT custodial settlement; TAI deferred, protocol cut = future TAI liquidity). How to apply: next steps are live devnet verification (run devnet_setup.py, start tracker with --solana-rpc-url/--usdt-mint/--treasury-keypair --billing-db), then the TAI mint when volume justifies it. Work not yet committed to git as of session end — check git status.

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)