Hiring strategies, product updates, and engineering insights.
AI can fake the answers, so stop scoring output. Here's how to design AI-allowed coding assessments and a rubric that reveals engineering judgment.
Mobley v. Workday made AI hiring tools directly liable for discrimination. Here's what the ruling means for every ATS and what a defensible stack looks like.
Researchers don't drop zero-days because they're hostile. They publish after slow acks, silent fixes, and severity downgrades. Keep them coordinating with you.
Recruiter spam and AI-generated outreach are flooding job seekers. Here is the data on the harm, and how to recruit ethically without being cruel.
A CS degree no longer proves a junior can code. Here's how to screen entry-level engineers with structured, AI-aware work samples that predict real ability.
Postings jumped 800% in nine months, yet exactly 0% carry a sales quota. Define, interview for, and pay the role without buying into title inflation.
One startup hid white text in its take-home; every candidate's code shipped the honeypot endpoint. Stop testing syntax. Start testing architectural judgment.
Up to 60% of applicants quit at process friction alone. Map the five drop-off points and the fixes that recover 25-40% of the talent you lose.
One employee who signs a policy after getting access can expand the audit sample from 25 to 60. Pipeline-driven onboarding stops CC1.4 and CC6.x failures.
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