I came across a bunch of tutorials on automated airdrop farming by AI agents. It looks pretty cool, but when I click in and look at the execution details, I frown.

At the moment of on-chain signing, how are private keys managed? Multi-sig or TEE? No one explains clearly. The logic of yield stacking with restaking — the agent can calculate it, but does it dare to automatically migrate positions the night before a contract upgrade? Anyway, I wouldn't dare let it press the confirm button for me.

Frankly, these agents can handle standard paths okay, but when faced with non-standard interactions — like a pool suddenly changing its fee rate, or a cross-chain bridge temporarily rate-limiting — they still get stumped. In the end, it's still the person staring at the screen and cursing who has to bail them out.

The shared security model being criticized as matryoshka dolls isn't unreasonable. With layers of proxies, the agent's 'automation' becomes a new black box. No matter how finely you optimize fees, one mistaken operation and it's all lost.

That's all for now.