Strands Agents memory: how to add long-term memory to a Strands agent (MemoryManager, stores and per-user recall)

Disclosure: I'm Mohammed, founder of MemorySync. I drafted this with AI assistance and checked it against the Strands Agents docs and MemorySync's Strands guide. Code status: on Oct 25, 2026 I install