
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
News and updates
Product notes, release-readiness updates, docs changes, and staged commerce announcements for the suite.

Semantic caching is valuable when similar work repeats, but it becomes dangerous when superficial similarity hides changed requirements.
By Agent Software

The terminal is becoming a core agent workspace, which means speed alone is no longer enough. Context and override matter too.
By Agent Software

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