August 16, 2026

'Observational memory' cuts AI agent costs 10x and outscores RAG on long-context benchmarks

turned off flat screen monitors on top of beige desks
Annie Spratt / Unsplash

RAG isn't always fast enough or intelligent enough for modern agentic AI workflows. As teams move from short-lived chatbots to long-running, tool-heavy agents embedded in production systems, those limitations are becoming harder to work around.I...