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We get asked this. Here's the honest answer.

Social media is engineered for recency. The most durable thinking gets buried. CloudScout digs it up.

The most signal-rich profiles are the ones nobody is watching.

Credentials travel loudly. Work travels quietly. The people actually worth hiring are usually the ones you've never heard of.

Before splitting equity or giving access to your codebase, here's a lightweight framework for vetting collaborators.

Commit history, repo quality, and contribution patterns reveal more than any LinkedIn page.

Everyone polishes their bio. Here's the signal stack that actually tells you who someone is.