Recently, AI Agents are all the rage, but honestly, I tried a few on-chain interaction automation tools and still don’t dare to fully hand over control. Things like gas settings, repeated checks, and strategy adjustments—AI can run a framework, but there are still too many detail loopholes. Especially those steps like switching contracts and cross-chain operations: if you slip up even slightly, it all falls apart. With my kind of anxiety, I still have to keep an eye on it myself—especially for projects with high sybil risk—manual backstopping feels safer.

Lately, everyone’s been talking about higher taxes and tighter compliance, which has made my expectations around deposits and withdrawals more complicated too. AI probably won’t factor in the emotional cost of these policy fluctuations. For me, I just manually calculate exchange rates and my psychological thresholds, then take it step by step. There’s too much noise—my de-noising strategy is: check group chats less, and go through my own notes more—interaction frequency, gas ranges, and sybil rules are more reliable than anything else.