Blog
Assessment frameworks, skills-based hiring, and job descriptions that work: practical guides for teams hiring engineers on proof instead of pedigree.
Most DevOps job ads are requirement soup that repels the engineers they need. How to write a JD around provable capabilities: structure, wording, lines to delete.
Question lists test recall, not operating skill. What each interview stage can honestly tell you, and how to build a scenario that predicts performance.
Dropping the degree requirement is the easy part. The evidence ladder, the process changes, and the honest costs nobody puts in the framework posts.
Coding-puzzle screens filter for test-takers, not engineers. Here is what they miss, why senior candidates skip them, and what to measure instead.