Blog
Research notes, methodology breakdowns, and fact-checks from the SourceCrit pipeline.
2026-05-206 min read
Is the FDE career pivot real? We fact-checked the viral thread.
A viral thread claimed anyone can pivot to a Front-End Developer Evangelist role in 3 months and earn $180K+. We ran it through our pipeline. The results weren't what the engagement farmers wanted.
Read more2026-05-185 min read
AI career advice: what's verified vs. what's engagement bait
LinkedIn is drowning in AI-generated career advice. We separated the claims backed by data from the ones designed purely to farm impressions. Here's what actually holds up.
Read more2026-05-154 min read
How to spot manufactured urgency in tech career content
"You NEED to learn this NOW or get left behind." Sound familiar? We break down the rhetorical patterns content creators use to manufacture urgency — and how to see through them.
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