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Fast Data

Building data tools for e-commerce & AI agents. Real data from real stores, hands-on code, honest numbers. German market focus.

Location Germany Joined Joined on  Personal website https://apify.com/fast_data_asap twitter website
We checked 100 German online shops for Abmahnung risks: 17 still link to a dead EU platform
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We checked 100 German online shops for Abmahnung risks: 17 still link to a dead EU platform

#ecommerce #webdev #a11y #automation
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3 min read
Do German online shops let AI agents in? We checked robots.txt, bot walls and llms.txt on 100 stores
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Do German online shops let AI agents in? We checked robots.txt, bot walls and llms.txt on 100 stores

#ecommerce #ai #webdev #seo
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2 min read
I audited 100 German online stores for $0.03 with Node.js. Here's what broke (including my own code)
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I audited 100 German online stores for $0.03 with Node.js. Here's what broke (including my own code)

#webdev #javascript #ecommerce #webscraping
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3 min read
German tech companies hire mostly abroad, and none of their 279 German job ads I checked shows a salary
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German tech companies hire mostly abroad, and none of their 279 German job ads I checked shows a salary

#career #jobs #germany #datascience
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4 min read
How old are open job postings? A third of tech jobs were first posted 90+ days ago (one in 2019)
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How old are open job postings? A third of tech jobs were first posted 90+ days ago (one in 2019)

#career #jobs #datascience #hiring
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Comments 1
4 min read
1 in 7 engineering jobs at 20 tech companies now has AI, ML or 'agent' in the title
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1 in 7 engineering jobs at 20 tech companies now has AI, ML or 'agent' in the title

#ai #career #datascience #jobs
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4 min read
n8n vs Zapier vs Power Automate vs Make: 5 years of Google search data, by country
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n8n vs Zapier vs Power Automate vs Make: 5 years of Google search data, by country

#n8n #automation #nocode #datascience
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4 min read
Germany's job board has a free JSON API: 821,306 open jobs and what its facets reveal
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Germany's job board has a free JSON API: 821,306 open jobs and what its facets reveal

#api #python #datascience #career
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4 min read
Your AI news feed is missing half the story: one search, four Google News editions, 765 headlines
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Your AI news feed is missing half the story: one search, four Google News editions, 765 headlines

#news #ai #datascience #python
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5 min read
How to get YouTube transcripts in bulk (whole channels and playlists) as text or JSON, without the YouTube Data API
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How to get YouTube transcripts in bulk (whole channels and playlists) as text or JSON, without the YouTube Data API

#youtube #python #ai #tutorial
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5 min read
How to scrape Workday job postings (myworkdayjobs.com) as JSON: the 2,000-result limit and how to get around it
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How to scrape Workday job postings (myworkdayjobs.com) as JSON: the 2,000-result limit and how to get around it

#python #webscraping #api #tutorial
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6 min read
A PDF inbox that summarises itself: Google Drive, n8n and an LLM (free workflow)
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A PDF inbox that summarises itself: Google Drive, n8n and an LLM (free workflow)

#n8n #automation #ai #productivity
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4 min read
Bulk-remove backgrounds from product photos for Amazon and Shopify (white or transparent) without paying remove.bg prices
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Bulk-remove backgrounds from product photos for Amazon and Shopify (white or transparent) without paying remove.bg prices

#ecommerce #python #ai #tutorial
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6 min read
What 2,698 open jobs at 10 AI companies say about where the labs are hiring
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What 2,698 open jobs at 10 AI companies say about where the labs are hiring

#ai #career #datascience #jobs
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5 min read
PDF to clean Markdown for RAG: chunking-ready text from PDFs, Word and scanned files
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PDF to clean Markdown for RAG: chunking-ready text from PDFs, Word and scanned files

#rag #python #ai #tutorial
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5 min read
Bulk-upscale product photos from a Google Sheet with n8n and Real-ESRGAN
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Bulk-upscale product photos from a Google Sheet with n8n and Real-ESRGAN

#n8n #ecommerce #ai #automation
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3 min read
Hiring signals: get a Slack alert when target companies post new jobs (n8n)
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Hiring signals: get a Slack alert when target companies post new jobs (n8n)

#n8n #automation #sales #jobs
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4 min read
Build a weekly Google Trends report in Google Sheets with n8n (no pytrends)
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Build a weekly Google Trends report in Google Sheets with n8n (no pytrends)

#n8n #seo #googletrends #automation
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3 min read
A daily competitor news digest in Slack for ~$1.50 a month (n8n + Google News)
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A daily competitor news digest in Slack for ~$1.50 a month (n8n + Google News)

#news #n8n #automation #slack
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4 min read
Summarise any YouTube channel into Google Sheets with n8n (free workflow)
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Summarise any YouTube channel into Google Sheets with n8n (free workflow)

#n8n #automation #youtube #ai
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4 min read
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