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Anna

Sharing production lessons from building reliable pipelines with modern proxy infrastructure

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Beyond Headers and Selectors — Why Production Scraping Fails (And What Many Teams Miss)
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Anna

Beyond Headers and Selectors — Why Production Scraping Fails (And What Many Teams Miss)

#webscraping #proxy #rapidproxy
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3 min read

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Engineering for Trust: Designing Proxy-Based Data Pipelines That Don’t Break (or Backfire)
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Anna

Engineering for Trust: Designing Proxy-Based Data Pipelines That Don’t Break (or Backfire)

#proxies #proxy #python #rapidproxy
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3 min read
When Proxy Infrastructure Becomes a Liability: Lessons from a Recent Domain Takedown
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Anna

When Proxy Infrastructure Becomes a Liability: Lessons from a Recent Domain Takedown

#proxy #network #residentialips #rapidproxy
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2 min read
Reliable Scraping Is About Context, Not Access
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Anna

Reliable Scraping Is About Context, Not Access

#webscraping #residentialproxies #datacenterips #rapidproxy
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2 min read
When Residential Proxies Actually Matter
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Anna

When Residential Proxies Actually Matter

#residentialproxies #proxy #production
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3 min read
You’re Not Getting Blocked — You’re Getting Downgraded
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Anna

You’re Not Getting Blocked — You’re Getting Downgraded

#ipban #webscraping #python #rapidproxy
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2 min read
The Hidden Gap Between “It Works” and “It Works in Production”
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Anna

The Hidden Gap Between “It Works” and “It Works in Production”

#environment #rapidproxy #ios #residentialproxies
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3 min read
Why Your Scraper Works Locally but Dies in Production (and What to Do About It)
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Anna

Why Your Scraper Works Locally but Dies in Production (and What to Do About It)

#programming #python #learning #webscraping
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4 min read
Why Time Is the Most Ignored Variable in Web Scraping — And How to Fix It with Time-Aware Scheduling
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Anna

Why Time Is the Most Ignored Variable in Web Scraping — And How to Fix It with Time-Aware Scheduling

#webscraping #python #rapidproxy #residentialproxies
Comments
3 min read
When Infrastructure Shapes Data: Lessons from Real-World Web Scraping Failures
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Anna

When Infrastructure Shapes Data: Lessons from Real-World Web Scraping Failures

#webscraping #frameworks #rapidproxy #python
Comments 1
2 min read
Seeing the Web from Everywhere: Practical Multi-Region Data Scraping
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Anna

Seeing the Web from Everywhere: Practical Multi-Region Data Scraping

#webscraping #residentialproxies #isp #rapidproxy
Comments
3 min read
Why Your Scraper Worked in Testing but Dies in Production (and What Really Changes)
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Anna

Why Your Scraper Worked in Testing but Dies in Production (and What Really Changes)

#scraper #webscraping #rapidproxy
Comments 1
3 min read
Seeing the Web Like a User: Handling IP Reputation in Multi-Region Scraping
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Anna

Seeing the Web Like a User: Handling IP Reputation in Multi-Region Scraping

#scraper #ip #rapidproxy #webscraping
Comments
2 min read
When More Rotation Becomes a Red Flag: Why “Rotate Faster” Backfires in Real-World Scraping
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Anna

When More Rotation Becomes a Red Flag: Why “Rotate Faster” Backfires in Real-World Scraping

#webscraping #rapidproxy #python
Comments 1
3 min read
The Illusion of “Global Data”: Why Most Datasets Come from a Single Region
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Anna

The Illusion of “Global Data”: Why Most Datasets Come from a Single Region

#python #scrapy #rapidproxy
Comments
2 min read
Faster Isn’t Safer: Why Over-Rotating IPs Trips Anti-Bot Systems
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Anna

Faster Isn’t Safer: Why Over-Rotating IPs Trips Anti-Bot Systems

#rotatingip #antibot #rapidproxy
Comments
2 min read
Bots Aren’t the Enemy — Repeated Behavior Is: How Modern Anti-Bot Systems Really Decide
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Anna

Bots Aren’t the Enemy — Repeated Behavior Is: How Modern Anti-Bot Systems Really Decide

#bot #captchas
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2 min read
Blocking Is a Spectrum, Not an Error Code
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Blocking Is a Spectrum, Not an Error Code

#blocking #errorcode #rapidproxy #scrapy
Comments
2 min read
My Scraper Didn’t Fail Because of Code — It Failed Because of Traffic
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My Scraper Didn’t Fail Because of Code — It Failed Because of Traffic

#scraper #webscraping #rapidproxy #python
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2 min read
403 Isn’t a Failure — It’s Your First Debugging Clue
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403 Isn’t a Failure — It’s Your First Debugging Clue

#403 #webscraping #rapidproxy
Comments
2 min read
From One Script to a System: Lessons I Wish I Knew Before Scaling My First Crawler
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From One Script to a System: Lessons I Wish I Knew Before Scaling My First Crawler

#crawler #proxy #rapidproxy
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2 min read
Parsing Pages vs Observing the Web: The Real Gap in Modern Web Scraping
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Parsing Pages vs Observing the Web: The Real Gap in Modern Web Scraping

#webscraping #html #website #rapidproxy
Comments
2 min read
Beyond CAPTCHAs: What Websites Really Measure When Detecting Automation
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Beyond CAPTCHAs: What Websites Really Measure When Detecting Automation

#captcha #website #automation #rapidproxy
Comments
3 min read
It Worked on My Laptop: Why Scrapers Collapse in Production (and What Actually Breaks)
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It Worked on My Laptop: Why Scrapers Collapse in Production (and What Actually Breaks)

#scraper #403 #rapidproxy
Comments
3 min read
Seeing TikTok Like a Local: Cross-Regional Trend Analysis with Residential Proxies
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Seeing TikTok Like a Local: Cross-Regional Trend Analysis with Residential Proxies

#residentialproxies #python #rapidproxy
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3 min read
Reading the Market in Real Time: Scraping eBay Auctions with Residential Proxies for Pricing Intelligence
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Reading the Market in Real Time: Scraping eBay Auctions with Residential Proxies for Pricing Intelligence

#python #residentialproxies #rapidproxy
Comments
3 min read
Collecting Real Tourism Listings and Prices at Scale: A Developer’s Guide to Geo-Accurate Data Aggregation
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Collecting Real Tourism Listings and Prices at Scale: A Developer’s Guide to Geo-Accurate Data Aggregation

#javascript #api #rapidproxy #proxy
Comments
3 min read
Collecting Localized Retail Promotions from Best Buy and Walmart: A Developer-First Approach
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Collecting Localized Retail Promotions from Best Buy and Walmart: A Developer-First Approach

#scrapy #rapidproxy #beautifulsoup #requests
Comments
3 min read
Scrapy at Scale: Building a Block-Resistant Crawler with Residential Proxy Pools
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Scrapy at Scale: Building a Block-Resistant Crawler with Residential Proxy Pools

#residentialproxy #scrapy #crawler #rapidproxy
Comments
3 min read
Beating “Requests Restricted”: A Practical Guide to Using Residential Proxies in Sneaker Automation
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Beating “Requests Restricted”: A Practical Guide to Using Residential Proxies in Sneaker Automation

#requests #proxy #sneaker #rapidproxy
Comments
3 min read
Building a Competitor Activity Intelligence Pipeline: Scraping News & Hiring Signals at Scale
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Building a Competitor Activity Intelligence Pipeline: Scraping News & Hiring Signals at Scale

#python #rapidproxy #proxy
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3 min read
Seeing the SERP as Users Do: A Practical Guide to Multi-Region SEO Monitoring at Scale
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Seeing the SERP as Users Do: A Practical Guide to Multi-Region SEO Monitoring at Scale

#seo #rapidproxy
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3 min read
How to Automate the Collection of Localized Promotional Data from Major Retailers Like Best Buy and Walmart
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How to Automate the Collection of Localized Promotional Data from Major Retailers Like Best Buy and Walmart

#walmart #automate #python #rapidproxy
Comments
4 min read
Unlock Global Shopify Insights: Track Prices and Inventory with Residential Proxies
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Unlock Global Shopify Insights: Track Prices and Inventory with Residential Proxies

#residentialproxies #rapidproxy #proxy #shopify
Comments
5 min read
How to Use Residential Proxies to Scrape Amazon Product Data (Avoiding Bans and Getting Accurate Pricing)
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How to Use Residential Proxies to Scrape Amazon Product Data (Avoiding Bans and Getting Accurate Pricing)

#amazon #residentialproxies #rapidproxy
Comments
5 min read
FinTech Applications: The Role of Residential Proxies in Public Market Data Collection and Sentiment Monitoring
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FinTech Applications: The Role of Residential Proxies in Public Market Data Collection and Sentiment Monitoring

#residentialproxies #proxy #rapidproxy
Comments
4 min read
When Web Scraping Meets AI: How Residential Proxies Empower Machine Learning Data Supply
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When Web Scraping Meets AI: How Residential Proxies Empower Machine Learning Data Supply

#ai #webscraping #residentialproxies #rapidproxy
Comments 2
4 min read
Web Scraping Ethics and Compliance: How to Use Residential Proxies Responsibly?
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Web Scraping Ethics and Compliance: How to Use Residential Proxies Responsibly?

#webscraping #residentialproxies #python #rapidproxy
Comments 1
5 min read
Building Enterprise-Grade Data Scraping Infrastructure: The Core Role and Architecture Design of Residential Proxies
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Building Enterprise-Grade Data Scraping Infrastructure: The Core Role and Architecture Design of Residential Proxies

#datascraping #residentialproxies #proxy #rapidproxy
Comments
6 min read
Residential Proxies & Selenium Automation: How to Achieve Fully Human-like Data Scraping?
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Residential Proxies & Selenium Automation: How to Achieve Fully Human-like Data Scraping?

#selenium #datascraping #proxy #rapidproxy
Comments
7 min read
"Request Failed": How to Debug and Fix Scraping Errors Using Residential Proxies
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"Request Failed": How to Debug and Fix Scraping Errors Using Residential Proxies

#request #webscraping #residentialproxies #rapidproxy
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5 min read
Advanced Configuration and Performance Tuning for Residential Proxies in the Scrapy Framework
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Advanced Configuration and Performance Tuning for Residential Proxies in the Scrapy Framework

#scrapy #residentialproxies #rapidproxy
Comments
6 min read
Avoiding Blocks: The Complete Guide to Configuring Residential Proxies for Your Python Scraper
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Avoiding Blocks: The Complete Guide to Configuring Residential Proxies for Your Python Scraper

#python #scraper #proxy #rapidproxy
Comments
4 min read
2025 Web Data Collection Trends: Why Residential Proxies Are Becoming Core Infrastructure
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2025 Web Data Collection Trends: Why Residential Proxies Are Becoming Core Infrastructure

#webdatacollection #residentialproxies #rapidproxy
Comments
4 min read
Getting Inaccurate Local SEO Results? You Might Need Residential Proxies
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Getting Inaccurate Local SEO Results? You Might Need Residential Proxies

#seo #data #residentialproxies #rapidproxy
Comments
3 min read
The Secret Weapon for Precision Market Research: A Practical Guide to Residential Proxies
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The Secret Weapon for Precision Market Research: A Practical Guide to Residential Proxies

#proxy #rapidproxy #residentialproxies
Comments
3 min read
3 Residential Proxy Hacks to Supercharge Your Web Scraping Efficiency
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3 Residential Proxy Hacks to Supercharge Your Web Scraping Efficiency

#webscraping #rapidproxy #proxy
Comments
3 min read
Why Should You Care About Your IP Address? A Beginner’s Guide to Residential Proxies
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Why Should You Care About Your IP Address? A Beginner’s Guide to Residential Proxies

#residentialproxies #ip #rapidproxy #proxy
Comments
4 min read
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