Some productivity metrics, like lines of code or PR count.
The culture favors those who prioritize work and seek big, complex challenges.
Industry-standard frameworks are rarely used, which may affect long-term skill relevance.
Compensation can be inconsistent — new mid-level hires might out-earn experienced seniors or leads.
Team quality varies: some have weak product direction.
It's easy to experience imposter syndrome, even as a strong engineer.