Anthropic shipped Cowork. Their vision of an AI agent. Desktop automation, computer use, persistent memory.

I've had my own running for six months.

Tested both on the same tasks.

My scrappy system won. Not because the code is better. Because it knows me. Six months of corrections, preferences, weird workflows all living in memory. That took time. No product launches with that.