Does your company actually hire programmers directly? I'm a bit confused by what you mean with working at a company in the recruiting space.

Detailed feedback can mean a lot of different things. Recruiters always think they're giving people detailed feedback. That's nothing compared to an honest code review.

Bearing in mind that code reviews often cause tension even in fully employed people, it's hard to imagine they're always well received by job seekers.