Topic control

Tag affinity engine

Boost what you care about. Suppress what you don’t. BrieflySec combines your tuning choices with learned preferences so relevance stays stable over time.

Tuning

Keep the feed aligned to your mission

Manually boost critical topics and suppress distractions. The system learns from both explicit tuning and implicit voting behavior.

Tuning view showing boosted and suppressed tags

Three states, one purpose

A simple control surface for keeping relevance consistent.

north

Boosted

Topics that should consistently rise to the top.

drag_handle

Neutral

Topics that can be ranked normally based on impact and preference learning.

south

Suppressed

Topics you want less of—without losing visibility into truly high-impact items.

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