#cost

Agents · 01 · 5 min

Context window economics — when memory beats reloading docs

Every CLI agent burns tokens re-reading the same files turn after turn. Put a number on the waste, work out the breakeven against a semantic-memory layer in RedDB, and show the SQL plus hook that flips the math for projects past a few thousand lines.