OptMem Review: I Gave My AI Agent Permanent Memory

Ever spent a full afternoon debugging a data pipeline, only to fire up Claude Code the next morning and watch it ask the same questions you answered yesterday? Yeah, me too. But your coding agent treats every fresh claude command like its first day on the job — zero context, zero memory, zero clue about the fix you spent three hours finding yesterday. I’ve tried a few solutions. But vector databases are overkill for what should be a simple problem. And Docker-based memory stacks add complexity when all I want is my agent to remember the bug I fixed at 4 PM. ...

July 29, 2026 · 7 min · GitHubDigger