Tag
A production engineer describes a race condition in multi-agent shared memory, caused by concurrent writes, and explains how switching to an append-only event log with projection resolved it while noting the trade-off in read-your-own-write latency.
A comprehensive evaluation framework for continual learning in language agents is introduced, emphasizing controlled task streams and memory design analysis to better assess reusable experience and learning stability.