Why DeFi Ops Teams Need Drawdown Detection (Before It's Too Late)

Last quarter, $168.6M was lost to DeFi exploits. But here's what nobody talks about: most of that capital didn't vanish in a single transaction. It bled out over hours — sometimes days — while teams had no idea their agents were hemorrhaging funds.

The New Failure Mode

If you're running autonomous DeFi agents — yield optimizers, rebalancers, liquidation bots — you already know the pitch: set it and forget it. But "forget it" is exactly the problem.

Traditional monitoring watches for hacks: unauthorized access, drained pools, contract exploits. That's table stakes. The failure mode nobody's built for is behavioral drift — when your agent is technically functioning but making increasingly bad decisions.

An agent that slowly rotates into a depreciating asset. A rebalancer that's churning gas without improving position.…