How I Built a Lock-Free App-Layer Firewall in Spring Boot to Stop AI Scrapers (and Save My Cloud Bill)

Mar 3 · 5 min read · If you are running any public-facing API or web application right now, you are probably noticing a disturbing trend in your server logs. Aggressive AI crawlers (like GPTBot, Claude, and Meta's scraper