Environment Reproducibility for Debugging Agent Failures
Environment reproducibility, not model smarts, determines whether agent failures get debugged.
Rafael Fontaine
Section
2 stories in Remote Agent Environments.
Environment reproducibility, not model smarts, determines whether agent failures get debugged.
Agent workloads need isolation, ephemeral credentials, and hard cost ceilings.