Building AI-Powered Web Scraping Applications
Design a reliable AI scraping pipeline with Scrapy, Playwright, schema validation, provenance, monitoring, and compliant data practices.
Engineering
Puppeteer, Playwright, Selenium and headless Chrome, and what they take to run well.
Training Data for AI Models: Collection, Cleaning, and the Training Pipeline
Learn how to collect, clean, annotate, and govern AI training data, with a practical pipeline for quality, privacy, provenance, and ongoing maintenance.
How AI Proxies Work: The Request Lifecycle, Step by Step
Trace an AI proxy request from authentication and routing to provider response, retries, logging, and practical implementation choices.
AI Proxy for Enterprise: Scale, Security, and Governance
Learn how an enterprise AI proxy centralizes model traffic, enforces zero-trust policy, and creates audit evidence across teams and providers.
How CAPTCHAs Affect User Experience and Browser Automation
CAPTCHAs can protect sensitive actions, interrupt visitors, and stop browser tests. Learn how challenge types differ and how to build reliable, accessible flows.
CIDR Explained: The Key to Efficient IP Addressing
Learn what CIDR prefixes mean, calculate IPv4 and IPv6 block sizes, plan subnets, aggregate routes, and avoid common addressing mistakes.
How to Build Optimized Web Scraping Actors in Go
Build a concurrent, resource-bounded Go scraping worker with reusable HTTP connections, measured tuning, profiling, and practical troubleshooting.
How to Scale Web Scraping with Actor Factories
Scale scraping with Apify Actor factories by batching work, sharing durable storage, and coordinating child runs with retries, rate limits, and cost controls.
Proxy Rotation Strategies: Standard Rotation and Adaptive Routing
Compare fixed, random, sticky and adaptive proxy routing, with implementation patterns, failover limits, session rules, retries and monitoring guidance.
Akamai Bot Manager: Understanding _abck Cookies and Sensor Data
Learn what Akamai documents about _abck, Bot Manager sensor data, bot scores and privacy—and what a cookie value alone cannot tell you.
How to Run Headless Browsers Across Multiple Regions
Run Playwright or Selenium workers in the regions that matter. Learn how to route jobs, configure egress, isolate sessions, and keep failures observable.
9 Mechanisms to Check When Your Scrapy Spider Gets Blocked in 2026
Diagnose Scrapy 403, 429 and 503 responses with nine evidence-based checks, safer settings, troubleshooting steps and authorized alternatives.
How Browser Automation APIs Access Data Beyond Traditional APIs
Learn how browser automation reaches rendered UI, session state, and interaction triggered requests, and when direct APIs remain the better choice.
HTTP 508 Loop Detected: What It Means
Learn what HTTP 508 Loop Detected means, why WebDAV recursion triggers it, and how to find and fix cyclic bindings safely.
Google JAX: Everything You Need to Know
Learn what Google JAX is, how jit, grad, vmap and pmap work, how to install it on CPU, GPU or TPU, and when to use it.
Top Web Scraping Trends for E-Commerce in 2026
Retail scraping attacks remain high as AI crawlers and shopping agents focus on product discovery. Here’s what the 2025 data means for retailers in 2026.
Browser Lie Detector: Detect Spoofed Fingerprint Values
Learn how to detect spoofed browser fingerprint values with consistency checks, privacy-aware scoring, runnable code, and practical safeguards.
How to Receive Webhook Events in a Node.js PDF Workflow
Build a secure Node.js webhook that verifies raw requests, prevents duplicates, and generates PDFs reliably with PDFKit or a hosted service.