Thoughts

Posts in category: thoughts

• Feb 8, 2026

  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...