Agentic Security & Safety

How do you protect agentic scrapers from honey pots and recursive scraping loops?

Last verified: July 2026 · 2 min read
QUICK ANSWER

Protect agentic scrapers from recursive loops and honeypots by enforcing strict URL domain whitelists, setting max crawling depth limits (e.g., 3 levels), tracking and deduplicating visited URLs using a hash set, and capping total execution execution time per run.

Scraper Defense Best Practices

  1. URL Deduplication: Maintain a Set of visited URLs in memory and reject requests to pages already scraped.
  2. Max Depth Enforcement: Track page depth relative to seed URLs and reject links deeper than the specified threshold.
  3. Domain Whitelisting: Block outbound requests to dynamic subdomains or unknown endpoints to bypass honeypot traps.
  4. Strict Timouts: Set maximum timeouts for HTTP requests and total task execution time to avoid infinite loops on slow pages.
Verified against: Agentic Crawling Rules

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