Engineer: Every Memecoin Bot Has a Failure Mode—Find It First

The framing here matters more than any single bot: aerospace-style failure analysis treats losses as a design property, not bad luck, and the worked example shows the same rug pull producing a near-flat outcome under fixed sizing versus a double-digit drawdown under win-chasing sizing. That puts the emphasis on architecture and risk rules rather than signal quality, an angle largely absent from memecoin bot marketing. The open question is whether this failure-mode lens spreads to how these bots are evaluated and disclosed, and whether copy-trading delay and issuer-cost risks get the same scrutiny as headline returns.