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4,552 Developers Called Themselves AI Developers in 2018. In 2025, Only 320 Did

4,552 Developers Called Themselves AI Developers in 2018. In 2025, Only 320 Did

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5 min read
AI on dirty data is faster wrong answers

AI on dirty data is faster wrong answers

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2 min read
I built a CLI tool to quickly sanity-check CSV files (tidypeek)

I built a CLI tool to quickly sanity-check CSV files (tidypeek)

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1 min read
Only 14.6% of 'AI-native' job postings actually name an AI tool. I checked 37,920.

Only 14.6% of 'AI-native' job postings actually name an AI tool. I checked 37,920.

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3 min read
Google Opened UCP for Lodging. We Already Tested What It Needs to Handle.

Google Opened UCP for Lodging. We Already Tested What It Needs to Handle.

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6 min read
⛏️Data Extraction Tools: Same Label, Completely Different Problems

⛏️Data Extraction Tools: Same Label, Completely Different Problems

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6 min read
Beyond the Model: Why Document Intelligence Is the Next AI Infrastructure Layer

Beyond the Model: Why Document Intelligence Is the Next AI Infrastructure Layer

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4 min read
I Built a Company Relationship Search Engine (Competitors, Partners, Acquisitions, and More)

I Built a Company Relationship Search Engine (Competitors, Partners, Acquisitions, and More)

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2 min read
I Thought “Data Analyst” Was the Whole Game… Then I Entered the Data Avengers Office 👀

I Thought “Data Analyst” Was the Whole Game… Then I Entered the Data Avengers Office 👀

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5 min read
Part 1 - Introduction and End-to-End Architecture

Part 1 - Introduction and End-to-End Architecture

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2 min read
Apollo vs Hunter vs Lusha vs PDL: The Cost-Per-Contact Number Nobody Publishes (2026)

Apollo vs Hunter vs Lusha vs PDL: The Cost-Per-Contact Number Nobody Publishes (2026)

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7 min read
Part 10 - Base Model and Data Quality âś…

Part 10 - Base Model and Data Quality âś…

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1 min read
XSLT for beginners: your first transformation

XSLT for beginners: your first transformation

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2 min read
Designing with Open Data: What Developers Should Consider Before Building

Designing with Open Data: What Developers Should Consider Before Building

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3 min read
Mastering the SQL Analytical Toolkit

Mastering the SQL Analytical Toolkit

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3 min read
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