Before bed, I watched a bunch of demos of AI Agents performing automatic trading. They looked pretty smooth, but my first reaction wasn't whether it was profitable or not: it was about what permissions they use to move your wallet on the chain... Honestly, anyone can spin a narrative; security depends on your own diligence.

If a newbie wants to see if a project is "reliable," I usually check three small things first: whether there's recent genuine activity on GitHub (not just updates to the README), whether the audit report clearly states the scope and unresolved issues (many reports look good but exclude key modules), and who has upgrade authority for multi-signature, what the threshold is, and whether there's a timelock. Control over upgrades by a few people = the house keys can be changed at any time, so don’t just look at the "audited" label. Anyway, if I encounter an authorization request with unlimited permissions, I first click reject and think about it tomorrow...