
Agents That Remember: Context Engineering & Memory
An interactive, 15-minute distillation of Anthropic engineer Lamis Mukta's talk on context engineering and agent memory — how agents autonomously manage their own memory so their capability compounds ("a system that prompts itself"), and how to make that work in production. Covers the CLAUDE.md → memory-tools → skills → file-system evolution, progressive disclosure, versioning + hashing for concurrency, and read-only vs read-write permissioning. Predict, drag, and decide your way through.












