AI in Engineering

1 post on this topic — practical guidance from Shawn Livermore on fractional CTO, AI, and technology leadership.

June 28, 2026

Developer AI Fluency vs Developer AI Tool Usage. Why They Are Not the Same

92% of US developers use AI tools daily. Only 29% trust the output. The gap is fluency, not adoption: the discipline separating who ships from who pastes.

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