Forget the YouTube stack of six disconnected tools. This is the exact framework I run in production. Python, keys, risk layer, VPS deploy. You clone it, you configure it, you run it.
Not financial advice. Information only. Seek advice from a licensed financial advisor.
§ what's inside
STACK
Starter repo with WebSocket feeds, order client, position tracker, and a risk guard you can actually sleep on.
RISK
Per-pair cap, daily drawdown ceiling, max open positions. Bot hits a limit → it stops. No overrides, no hopium.
OPS
Deploy playbook. Systemd unit, log rotation, restart policies, Grafana dashboards. Not vibes — production.
EVIDENCE
The exact bots I run get published as case studies — wins, losses, PnL, the full trade log.
§ enrol
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Sign in to check for T2T discount →Not financial advice. Information only. Seek advice from a licensed financial advisor.