Agent self-verification pattern eliminates human ping-pong debugging

AI agent debugging pattern where fixes are trivial (~30 lines) but diagnosis takes hours due to human round-trips. Pattern: agent makes change → asks human to verify → human reports result → agent adjusts → repeat. Each round costs minutes of wall-clock time. Root issue: agent lacked self-verification infrastructure and defaulted to asking human to check every change.