We analyzed 2,000+ videos from tech recruiters and hiring managers over the last three months, then counted what they bring up most. The result flips the classic hierarchy of the "good developer" on its head.
Portfolio, visibility and communication dominate. Raw skill comes last — not because it doesn't matter, but because it's assumed. It's the price of entry, so nobody bothers to say it.
Each tab is a trait. Each card is a real video from the dataset — the creator's key line, a snippet of the original transcript, the thumbnail, live metrics and a direct link. Thirty examples from recruiters pulling millions of views.
We parsed every comment under these videos. Most are chatter, but among those taking a clear stance, a pattern emerges: people largely agree with the new rules, many are actively chasing the tools and tactics recommended — and a real slice is voicing genuine distress about a job market that now demands so much more than skill.
Comments are verbatim from the export, lightly trimmed for length. Sentiment is keyword-classified across every comment on the analyzed videos, then split among those expressing a clear stance.
The dev who keeps their head down, ships good code, and waits to be recognized on merit alone. A profile that, in a feed, simply doesn't exist.
Public portfolio, projects people can see, a presence they own. The same technical level — but legible from the outside.