Persistent Memory Fails to Improve Incident Response Agent in Tests

A team added Hindsight persistent memory to an incident response agent, but in a 5-case held-out evaluation the root cause hit rate remained 0/5 both with and without memory, showing no measurable improvement.

2026-09-28 ~ 2026-09-28 · 2 related posts

• Persistent memory didn't help an LLM incident-diagnosis agent at all: 0/5 vs 0/5 — RamithaSriGolla · 2026-09-28
• Incident agent with persistent memory still scored 0/5 on root-cause in held-out eval — GeethaSriVaraLakshmi · 2026-09-28