When existing Swift HTML parsers fell short, one developer leveraged Claude AI to port Emil Stenström's 100%-compliant Python HTML5 parser to Swift—discovering surprising performance bottlenecks along the way. The journey reveals how coding agents thrive with instant feedback loops, why Swift's string handling demands optimization, and how V8's JavaScript dominance forced hard engineering choices.