Day 3. Equity went from $701 to $928. Not because the market was kind. Because the data was finally clean. One line of code. Running for two days. Something felt off on day one. I was holding long positions, the market was moving up, but my equity was bleeding faster than it should. I couldn’t find the cause. On day three, I pulled the logs. Found a keyword repeating every 15 minutes: ...
Every AI session starts with a blank slate. The context window fills up. The session resets. Everything you built together — context, decisions, in-progress work — is gone. Unless you designed around it. The Wrong Way to Handle Session Resets The instinct is to manually copy-paste summaries. Or clear files and reload them. Or re-explain everything at the start of each conversation. That doesn’t scale. Manual handoffs miss things. They compress context incorrectly. And they put the cognitive burden on you — the human — instead of the system. ...