Clawdbot trading agent reportedly loses $1,000,000
Clawdbot (open-source project) · Oct 1, 2025 · Trading agent
What happened
Clawdbot, an open-source trading-agent side project that briefly rocketed to 60,000+ GitHub stars, reportedly lost approximately $1,000,000 while operating autonomously as a trading agent.
Causal vector
Autonomous trading execution without adequate risk controls or kill-switch
Source
Reported by Developer-community posts. Sourced from a secondary summary; flagged pending a stronger primary source.
A daily total cap and a drawdown velocity rule (‘stop trading after X% loss in Y minutes’) act as the kill-switch an autonomous trader must hit. Without an external gate, the agent loops until the account is empty.
The six rule types that contain this class of failure
Per-transaction cap
Any single spend above your ceiling is BLOCKED before it moves.
Daily total
Cumulative spend across all agent calls, bounded per day.
Velocity limit
Stops runaway retry loops — the #1 cause of overnight losses.
Merchant allowlist
Only approved destinations can ever receive funds.
Category rules
Flag high-risk classes (crypto, infra, refunds) for review.
Approval threshold
Above a value, the action waits for a human.
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