2 min read
Why local-only memory beats cloud context windows
A bigger context window still forgets everything the moment your session ends — persistent memory is a different problem entirely.
By Agent Software
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2 min read
Building around MCP without pretending MCP solves everything
MCP can improve interoperability, yet teams still need clear thinking about trust, workflow boundaries, and system behavior.
By Agent Software
2 min read
Agent Brain semantic caching: what it is, when it helps, and when it does not
Semantic caching is valuable when similar work repeats, but it becomes dangerous when superficial similarity hides changed requirements.
By Agent Software
2 min read
The terminal as an agent workspace: context, speed, and human override
The terminal is becoming a core agent workspace, which means speed alone is no longer enough. Context and override matter too.
By Agent Software
2 min read
Designing a shared memory layer for Claude, Codex, Gemini, and Cursor
Cross-tool memory gets useful only when it distinguishes durable context from stale noise and keeps retrieval tied to real workflow needs.
By Agent Software