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Exploring the mechanics and markets of proxies: how they fail, why they break, and what developers can do about it.
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Featured Insights
The State of Residential Proxies in 2026: Trends and Market Shifts
A practical 2026 market guide for residential proxies: what’s changing, how to size your mix vs. datacenter IPs, and how to validate quality, control cost, and reduce risk.
How to Choose the Right Proxy Type for Your Data Pipeline
A practical, production-grade guide to selecting the right proxy type for your data pipeline. Learn how to map use cases to proxy categories, design rotation and sessions, run a pilot, and monitor block rate, CPSR, and geo accuracy.
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Recent Articles
Proxy Rotation Strategies: How to Reduce Blocks Without Breaking Sessions
A practical, production-grade guide to proxy rotation strategies that cut blocks, retain session state, and scale data collection. Covers rotation policies, proxy types, decision frameworks, monitoring signals, pitfalls, and FAQs for operators and engineers.
Managing Proxy Pools at Scale: Concurrency, TTL, and Failover Design
A practical guide to designing and operating proxy pools at scale, covering concurrency control, session TTL, failover, metrics, and cost-aware decisions for scraping and automation teams.
Using Proxies for Pricing Intelligence: Architecture and Pitfalls
A practical guide to building a resilient proxy layer for pricing intelligence. Learn architecture patterns, IP strategy, monitoring signals, and common pitfalls so you can collect accurate prices at scale.
Proxies for AI Data Collection: Stability vs Scale Tradeoffs
A practical guide to balancing stability and scale when using proxies for AI data collection. Learn how to choose proxy types, design resilient pipelines, measure success, and avoid common pitfalls.
403, 429, and CAPTCHA Errors: How to Diagnose Proxy Blocks
A practical, production-grade guide to diagnosing and fixing 403, 429, and CAPTCHA errors in web scraping and automation. Learn how to triage root causes, choose the right proxy mix, set speed limits, and instrument your stack to keep block rates under control.
Residential vs Datacenter Proxies for Web Scraping: Which One Lowers CPSR?
A practical, production-grade guide to choosing between residential and datacenter proxies to reduce cost per successful request (CPSR). Learn how target difficulty, session strategy, and rotation affect block rates, throughput, and your bottom line.
Are Residential Proxies Legal? What Businesses Should Know
A practical guide to residential proxy legality for teams running scraping, ad verification, and competitive monitoring. Learn what’s allowed, what’s risky, and how to design compliant, production-grade proxy workflows.
How to Reduce Block Rates in Large-Scale Web Scraping
A practical, production-ready playbook to lower scrape block rates at scale. Learn how to design per-target strategies, tune proxies and sessions, manage concurrency, and monitor the right signals so your team ships reliable data with less rework.