Evaluating coding-agent actions by their consequences

Caper tests coding-agent commands in a snapshotted sandbox and judges their effects rather than relying only on command wording. It reportedly reduces harmful outcomes while rarely blocking safe alternatives on two benchmarks; independent validation and deployment costs remain open questions.