Editorial illustration of an AI memory architecture with folders, graphs, vectors, and timelines

Agent Memory Systems in 2026: What Actually Matters

Agent memory is no longer one feature. It has split into several design camps: raw recall, profile memory, context filesystems, reflective memory, coding-agent memory, and enterprise context APIs. This guide maps the trade-offs, the real architectures, and the hype gap.

April 16, 2026 · 19 min · 4028 words · Marco

AI Agent Memory: The Techniques That Actually Work

A practical guide to building persistent memory for AI agents. Learn the techniques that work, the architectures that don’t, and why memory is the bottleneck in modern agentic systems.

February 15, 2026 · 6 min · 1165 words · Marco