Srinath Srinivasan

Continue or Restart? The Limits of Early Failure Prediction in Coding Agents

Early stopping promises to reduce compute costs for autonomous coding agents by terminating unpromising runs early. Deciding when to abandon a run requires separating baseline issue difficulty from the trajectory of an individual attempt. We study the distinction in 147,002 execution traces from two public corpora span...