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Jerry A. Henley

I write about real-world engineering problems, system failures, and lessons learned while building data pipelines at scale.

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Hardening Python Scrapers: Managing Anti-Bot Triggers on Wayfair

Hardening Python Scrapers: Managing Anti-Bot Triggers on Wayfair

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5 min read
How to Track Competitor Pricing on Wayfair with Python (For Non-Coders)

How to Track Competitor Pricing on Wayfair with Python (For Non-Coders)

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5 min read
Production-Grade Costco Scraping: Error Budgets, Retries, and Pipelines

Production-Grade Costco Scraping: Error Budgets, Retries, and Pipelines

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4 min read
From Scrape to Feed: Generating Google Shopping XML from Costco Product Data

From Scrape to Feed: Generating Google Shopping XML from Costco Product Data

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4 min read
Monitoring Share of Search: Automating IKEA Product Visibility Tracking

Monitoring Share of Search: Automating IKEA Product Visibility Tracking

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5 min read
From Script to Spreadsheet: Building a Self-Serve Etsy Competitor Tracker

From Script to Spreadsheet: Building a Self-Serve Etsy Competitor Tracker

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5 min read
How to Generate a Google Shopping Feed from Any E-commerce Site Using Python

How to Generate a Google Shopping Feed from Any E-commerce Site Using Python

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5 min read
Future-Proofing Your Scrapers: Strategies for Resilient DOM Selection

Future-Proofing Your Scrapers: Strategies for Resilient DOM Selection

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5 min read
Stop Silent Failures: Using LLMs to Validate Web Scraper Output

Stop Silent Failures: Using LLMs to Validate Web Scraper Output

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5 min read
Static vs. Dynamic Scraping: Choosing the Right Architecture for AI-Generated Code

Static vs. Dynamic Scraping: Choosing the Right Architecture for AI-Generated Code

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5 min read
The Economics of Extraction: Solving the "Proxy Paradox" in Web Scraping

The Economics of Extraction: Solving the "Proxy Paradox" in Web Scraping

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5 min read
From Gut Feeling to Data-Backed: Validating Growth Hypotheses with External Data

From Gut Feeling to Data-Backed: Validating Growth Hypotheses with External Data

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5 min read
Stop Waiting for Data Engineers: Build Your Own Real-Time Price Monitor in Minutes

Stop Waiting for Data Engineers: Build Your Own Real-Time Price Monitor in Minutes

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5 min read
Stop Refreshing Tabs: Build an Automated Price Monitor for the Holidays in 15 Minutes

Stop Refreshing Tabs: Build an Automated Price Monitor for the Holidays in 15 Minutes

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5 min read
From 403 Forbidden to 200 OK: Stealth Scraping AppSumo

From 403 Forbidden to 200 OK: Stealth Scraping AppSumo

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4 min read
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