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Field notes from a team that builds AI products and staffs AI-fluent engineers.
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2 posts tagged technical hiring.

AI toolsengineering productivityAI fluency
AI Tools Made Experienced Developers 19% Slower — Here's What That Means for Engineering Teams
A July 2025 randomized controlled trial found that experienced developers using AI coding tools completed tasks 19% slower than a control group. The counterintuitive result carries real implications for how engineering leaders assess, hire, and develop genuine AI fluency.
Sep 18, 2026 4 min read

AI skills gaptechnical hiringengineering salaries
The AI-Fluent Engineer Premium: A Practical Guide to Hiring for What Actually Matters
The salary gap between an AI-fluent engineer and a general software engineer now exceeds $25,000 at the floor — and the job posting data is even more extreme. Here's what the numbers mean and how to screen for the real thing.
Jul 30, 2026 5 min read