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Server racks representing data processing
EngineeringMarch 16, 20265 min read

Building better daily briefings with topic memory

A simple memory layer that turns daily updates into one continuous narrative.

The core idea

Briefings should remember your ongoing interests, not reset every morning.

How it works

  • keep a lightweight memory of followed topics
  • compare today against your previous summary
  • surface deltas first, background second

Result

Every briefing feels continuous, like a conversation that picks up where it left off.