Why Claude Needs a Real Environment to Validate Cloud-Native Code

Read this article on Signadot . Boris Cherny, who built Claude Code, recently shared on X how to get the most out of it following the release of Opus 4.7. He left the most important tip for last: “Make sure Claude has a way to verify its work. This has always been a way to 2-3x what you get out of Claude, and with 4.7 it’s more important than ever.” That observation describes a pattern establishing itself as the standard model for developing software with coding agents. It is also a pattern that