A Year of Agent Memory Evolution: From Static CLAUDE.md to "Dreaming"
mcraddock · x · 2026-10-15
mcraddock sums up a year of evolution in agent memory technology:
- The stack has moved from injected files (like CLAUDE.md) → memory tools → skills → the filesystem;
- Safeguards have emerged alongside: lineage tracking, hash verification, permission controls, and portable APIs;
- A newer practice is curating memory out-of-band at the level of the whole agent fleet;
- The post also previews how "dreaming" (offline consolidation of memory) works.
A quick map of how fast agent memory architecture is evolving.
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