These days, I spend more time verifying agent-written code than writing it. This is a big bottleneck in so-called software factories. Ship from @ContextQa takes a bug reported in Slack or Linear, reproduces it, and hands Claude Code or Codex the context to fix it. Coding agents need this kind of feedback loop to get better at fixing their own bugs.