AnalysisDevelopersJuly 15, 2026

Addy Osmani: Engineers must own the outer loop in AI systems

Keynote-turned-blog post by Addy Osmani argues engineers must take full accountability for AI systems. Identifies three hidden costs of delegation: quality, verdict, and answerability. Encourages building software factories with integrity.

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Addy Osmani: Engineers must own the outer loop in AI systems