To minimize the risk of bans: Use rotating residential proxies to change IPs frequently. Limit the number of requests per IP to stay under detection thresholds. Mimic human-like browsing behavior with varied request timing. Avoid scraping too aggressively or violating website terms of service. Use premium proxies from reputable providers to access clean IPs. http://blog.piguse.com/blog/network-basics/selection-and-configuration