Why commit counts, PR counts, and lines of code fail to capture real engineering strength

As engineering teams grow, one question becomes unavoidable:

How do you evaluate engineering strength using observable signals instead of intuition?

Most organizations fall back on weak proxies.


Commit count
Lines of code
Number of PRs


All of these are...