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Andromeda Creative Research: Find Different Angles, Not More Copies

Andromeda Creative Research: Find Different Angles, Not More Copies

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3 min read
I Built Scrapers That Heal Themselves (and Won an NVIDIA DGX Spark)

I Built Scrapers That Heal Themselves (and Won an NVIDIA DGX Spark)

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13 min read
De-duplicating Scraped Posts: The Two-Hash Trick That Replaced My Fuzzy Matching

De-duplicating Scraped Posts: The Two-Hash Trick That Replaced My Fuzzy Matching

Comments 3
3 min read
Storing Scraped Data: Why Append-Only NDJSON Beat My Database

Storing Scraped Data: Why Append-Only NDJSON Beat My Database

Comments 2
3 min read
A Hiring Signal Is Not Buying Intent: Build a Better Prospect Watchlist

A Hiring Signal Is Not Buying Intent: Build a Better Prospect Watchlist

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3 min read
Facebook GraphQL Scraper — Open-Source, Lightweight, No Headless Browser

Facebook GraphQL Scraper — Open-Source, Lightweight, No Headless Browser

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1 min read
Send new 1-star App Store and Google Play reviews to Slack with Python

Send new 1-star App Store and Google Play reviews to Slack with Python

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4 min read
Amazon Scraper in Python: An Honest Developer Guide (2026)

Amazon Scraper in Python: An Honest Developer Guide (2026)

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6 min read
Invisible reCAPTCHA v2: find the sitekey, solve it with invisible=1 and submit the token (Python and Node)

Invisible reCAPTCHA v2: find the sitekey, solve it with invisible=1 and submit the token (Python and Node)

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14 min read
Which Kick streamers your competitors sponsor: 26 energy-drink sponsorships from 10,000 live streams

Which Kick streamers your competitors sponsor: 26 energy-drink sponsorships from 10,000 live streams

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2 min read
How to Scrape the Facebook Ad Library in Python (2026 Guide)

How to Scrape the Facebook Ad Library in Python (2026 Guide)

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6 min read
Who sold the most Pokémon cards on Whatnot in a day: two checks of the top 50 sellers

Who sold the most Pokémon cards on Whatnot in a day: two checks of the top 50 sellers

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2 min read
There's no Google Hotels API, and the free fallbacks closed

There's no Google Hotels API, and the free fallbacks closed

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6 min read
I checked how many Threads accounts list an email in their bio. It's about 4%.

I checked how many Threads accounts list an email in their bio. It's about 4%.

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3 min read
Retail pricing data is messier than a price field

Retail pricing data is messier than a price field

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4 min read
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