Salience scoring: rule-based heuristics with an LLM fallback for the gray zone
How Agent Brain decides what's worth remembering, using fast rule-based heuristics for clear cases and an LLM fallback only for the ambiguous ones.
By Agent Software
Scheduled article
This post is scheduled to publish in full on January 11, 2027. The final URL is already live so social previews, search crawlers, and future readers all resolve to the same article.
Most memory doesn't need an LLM to judge whether it matters — the trick is knowing which cases actually do.
- Final publish date: January 11, 2027
- Primary categories: Architecture
- Tags: #suite #agent-brain #architecture
In the meantime, the related posts below cover the adjacent product and engineering context this article builds on.
