Long-Running Agents Break as Stale Memories Accumulate

A developer reports that long-running agents degrade as stale memories accumulate — outdated facts aren't reliably overwritten — and calls for memory lifecycle management to fix the problem.

2026-08-30 ~ 2026-08-31 · 2 related posts