10:26
2026-07-13
machinebrief.com
large-language-models
CLI Agent Failures: Why Early Detection Is Key
A study analyzing 1,794 coding agent trajectories from seven models across three scaffolds found that failures often stem from epistemic errors in the first few execution steps, making early detection…