Why AI coding agents keep re-learning the same lessons — and what that costs a team that runs them all day, every day


Anyone running Claude Code or Cursor across a team has watched this happen: one engineer's agent spends ten minutes re-deriving something another engineer's agent already nailed down the day before, because there was nowhere for...