Coding Agent Memory: Why Storing Everything Fails

I build an agent memory platform, and this week we reversed its direction. What store-everything memory breaks, and how to route state, facts, and principles to the tracker, the code, and memory.

2026-08-03 · John Lee

Does Your Coding Agent Need Memory?

Coding agents re-read the same files and re-ask the same questions every day. What memory actually does for an agent, how it differs from docs, and when it pays off.

2026-05-14 · John Lee