Context management / AI tools
The context tax
Every token your AI tool reads has a cost. When most of that window is noise, repeated preferences, and bloated history — the signal drowns.
Signal ratio
12%
Context tax
88%
Effective attention
Low
Context window
Signal — task-relevant content
Noise — bloat, logs, old history
Overhead — re-explaining preferences