July 17, 2026
Agency fees are visible, but the real screening cost is senior engineering hours, enterprise SaaS markup, and candidate drop-off. A lean, usage-based approach eliminates the bloat.
Read article →July 10, 2026
Vibe coding surrenders critical thinking to the model. AI literacy uses AI as a tool with strict oversight — and that gap is the real hiring signal.
Read article →July 3, 2026
The 4-hour take-home is an uncompensated labor tax that alienates senior engineers and leaks your funnel mid-process. Replace it with 45-minute micro-assessments that measure real-world judgment.
Read article →June 26, 2026
LeetCode-style screening tests raw syntax in a world where AI makes syntax cheap. Real engineering signal now lives in context, verification, and judgment.
Read article →June 19, 2026
Years of experience and speed-coding no longer predict performance. Engineering judgment does — measure the four observable behaviors that separate strong hires from costly mis-hires.
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