Your Agents Need Runbooks, Not Bigger Context Windows

Your Agents Need Runbooks, Not Bigger Context Windows

Your Agents Need Runbooks, Not Bigger Context Windows

Original URL: https://gradientflow.substack.com/p/the-missing-layer-in-todays-agent

Article Written: February 10, 2026

Added: March 7, 2026

Type: tech1

Summary

The article discusses the necessity of operational memory in AI agents, particularly in high-stakes environments where reliability is crucial. It critiques the current reliance on large context windows and highlights the inefficiencies of existing memory architectures. The author proposes a Context File System (CFS) that separates reasoning from execution, allowing agents to build a library of proven procedures. This shift aims to enhance automation and reduce costs in enterprise settings.

đź’­ Your Thoughts

CFS allows the agent to “mount” and “unmount” specific operational volumes as needed. How ...?