Code Quality, Security, and Culture in the AI Coding Era jgroh Wed, 09/16/2026 - 12:28 Topic Artificial Intelligence Summary AI is writing more of the codebase every quarter. This panel from Ai4 2026 tackles the harder question: who's accountable when it ships, and what does good review even look like.

The conversation covers where ownership sits when an agent generates a recommendation or a pull request, what changes about code review as the volume of AI-generated code goes up, and what security and culture look like on a team built around that reality.
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