Killer Context

TL;DR: I theorize that coding agent errors compound over time leading to increasingly worse outcomes as a session continues. I built Blackbird based on this theory, which restarts each task in a plan with a fresh context window, with a new task’s instructions as its starting point. This minimizes deviation from intention leading to better outcomes.