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Build an Amazon price tracker in Python without the Product Advertising API

Build an Amazon price tracker in Python without the Product Advertising API

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4 min read
How to fill a niche job board with fresh jobs from company career sites (and remove filled ones automatically)

How to fill a niche job board with fresh jobs from company career sites (and remove filled ones automatically)

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3 min read
Airbnb Pays €114.000 in Berlin. My Scraper Read That as 114

Airbnb Pays €114.000 in Berlin. My Scraper Read That as 114

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7 min read
DeepSeek V4.1 Flash API: Clean and Tag 10,000 Comments, and What It Costs

DeepSeek V4.1 Flash API: Clean and Tag 10,000 Comments, and What It Costs

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42 min read
How to Track Competitors on Google Trends Automatically (No Browser, $0.035 a Run)

How to Track Competitors on Google Trends Automatically (No Browser, $0.035 a Run)

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7 min read
How to get job listings from SEEK New Zealand with an API (Python, Node or no code)

How to get job listings from SEEK New Zealand with an API (Python, Node or no code)

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3 min read
Our scraper stored 20 links per page and kept every page in memory

Our scraper stored 20 links per page and kept every page in memory

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4 min read
How to get every job from Greenhouse, Lever and Ashby career pages (Python)

How to get every job from Greenhouse, Lever and Ashby career pages (Python)

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2 min read
Patent expiry came 20.0 to 23.1 years after the priority date in 12 famous patents

Patent expiry came 20.0 to 23.1 years after the priority date in 12 famous patents

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5 min read
Claude Code email in User-Agent: what happened, how to check

Claude Code email in User-Agent: what happened, how to check

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2 min read
391 Instagram File Links in One Run. The Videos Expire 72 Hours Before Their Own Thumbnails

391 Instagram File Links in One Run. The Videos Expire 72 Hours Before Their Own Thumbnails

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7 min read
$10 is a price, $1.9T is a stat: pulling real numbers out of landing pages

$10 is a price, $1.9T is a stat: pulling real numbers out of landing pages

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2 min read
How I Built a 5-Stage B2B Lead Enrichment Waterfall in n8n & Python (75%+ Local SMB Coverage at ~$0.03/Lead)

How I Built a 5-Stage B2B Lead Enrichment Waterfall in n8n & Python (75%+ Local SMB Coverage at ~$0.03/Lead)

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5 min read
I Parsed 34,500 Flashcards With a Regex. The Answer Length Never Moves.

I Parsed 34,500 Flashcards With a Regex. The Answer Length Never Moves.

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3 min read
How to Scrape Google Jobs in Python (2026): Full Descriptions and Real Apply Links

How to Scrape Google Jobs in Python (2026): Full Descriptions and Real Apply Links

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5 min read
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