# Ask HN: How are you solving long-term memory for production AI agents in 2026?

> Source: <https://news.ycombinator.com/item?id=48683139>
> Published: 2026-06-26 06:41:36+00:00

Specifically interested in teams who moved past demos into real production workloads. Mem0, Zep, custom solutions — what's actually working and what keeps breaking?

Simple vector search + keywords + bm25 + text match + RRF. We specifically avoided graph construction due to associated costs. Everything is in just one sqlite file. Works fine for up to a few million document chunks.
