# The vibecoding is obvious and slop tells are common.
*Canonical page:* https://truthscore.com/claim/the-vibecoding-is-obvious-and-slop-tells-are-common--8b5aa400
*Numbers under lens:* **Evidence-weighted** (`log-odds@1`)
*Machine twins:* https://truthscore.com/claim/the-vibecoding-is-obvious-and-slop-tells-are-common--8b5aa400.md · JSON at https://truthscore.com/api/v1
The vibecoding is obvious and slop tells are common.

## Voices

*Counted, never weighed.*

- [threadreaderapp.com](https://truthscore.com/entity/ac8cf422) — independent

## Sources

- [Thread by @jsrailton on Thread Reader App](https://truthscore.com/source/d30f4683)