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neuron-tai/.claude/memory/project-status.md
Dobromir Popov 69b0e726b8 tasks
2026-07-04 23:02:54 +02:00

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---
name: project-status
description: Current state of neuron-tai development as of 2026-07-02
metadata:
node_type: memory
type: 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-<sig> 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.
## Alpha hardening (2026-07-04)
Planning complete in `.scratch/alpha-hardening/`: research report, ADRs 00160019, 22 issue files, README + handoff. **Bucket 1 trust-boundary blockers** (auth, persistence, starting credit, accounting, wallet binding) are next before fraud arc (TOPLOC, bisection, reputation routing). Prod audit thresholds gated on issue 21 (honest-noise calibration corpus).
Historical handoff note: `/mnt/c/Users/popov/Downloads/neuron-tai-alpha-handoff-2026-07-04.md` is useful for navigation and original audit context, but it predates the completed `.scratch/alpha-hardening/` planning artifacts. Treat its "missing ADR/issues/README" statements as stale; prefer `.scratch/alpha-hardening/README.md` and `.scratch/alpha-hardening/handoff.md` for current task order.
## 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)