Claude Code: treat it as a focused pair programmer, not an autonomous agent

A recent video discussion around Anthropic's Claude Code frames it as a coding-first interface to Claude models that works best on concrete, scoped tasks. Teams should expect strong help with code understanding, refactors, and test scaffolding when you provide targeted repository context, rather than hands-off build/deploy automation.