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AI-assisted development Discussion· 8 min read
The AI code trust gap: adoption is settled, ownership is not
Around 90% of developers use AI daily, more distrust its accuracy than trust it, and its security pass rate has not moved in a year. Read together, the 2025-2026 evidence says the constraint has shifted from writing software to owning it, and that is a specification and accountability problem rather than a tooling one.
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Perspectives on building AI and systems that hold up in production.

The AI code trust gap: adoption is settled, ownership is not

Occasional notes on building systems that hold up