Parallel has raised a $100M Series A to build what may become the missing substrate for production-grade AI agents: web-native infrastructure that can monitor, fetch, and act reliably across dynamic online systems. For developers, this signals a shift from brittle scraping and ad-hoc orchestration toward treating the web itself as a programmable, observable platform.