| Building it yourself | With aitrading.bot OSS |
|---|---|
| 2-3 months building data pipeline | docker compose up — 5 minutes |
| Stitching CSVs for backtest data | Unified query API with backfill |
| Debugging WebSocket crashes at 3am | Production Go pipeline, hot reload |
| No orderbook history | 30s snapshots, wall detection, persistence scoring |
| Testing 2 ideas per month | Testing 2 ideas per afternoon |
| Weeks | Hours |
Time to next strategy insight: weeks → hours
Market data pipeline. OHLCV, OI, funding, orderbook snapshots. Go.
ExploreScanning engine. Describe signals → AI builds scanner. Python + TS.
Backtesting. Same scanning engine against historical data.
Constitutional risk rules. Deterministic. AI can't override. Runs on YOUR machine.
Execution engine. API keys never leave your machine.
GET /api/v1/walls?symbol=BTCUSDT
{
"walls": [
{
"price": 67420,
"size_usd": 12400000,
"side": "ask",
"held_since": "4h",
"tests_survived": 7,
"persistence_score": 0.92
}
],
"exchange": "binance",
"timestamp": "2025-12-01T14:30:00Z"
}Clone. Compose up. Query.
$ git clone https://github.com/aitrading-bot/nestor && cd nestor
$ docker compose up -d
✓ nestor started
✓ victoria started
✓ postgres started
$ curl localhost:8080/api/v1/walls?symbol=BTCUSDT
{
"walls": [{
"price": 67420,
"size_usd": 12400000,
"held_since": "4h",
"tests_survived": 7
}]
}We build infrastructure. You keep control.
Self-host everything. Read every line. Modify anything.
API keys never touch our servers.
Risk rules run on your hardware.
We provide the eyes. You keep the hands.
We'll notify you when Serena, Radar, and the AI sidebar ship. No spam. No hype. No '30% monthly returns' promises.