Working Patterns for AI Development Teams (Part 2: Implementation Guide)
Practical infrastructure, security, and adoption strategies for spec-driven context, evaluation-driven quality, and structured code review patterns.
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Practical infrastructure, security, and adoption strategies for spec-driven context, evaluation-driven quality, and structured code review patterns.
A practical look at vibe coding as an AI native failure mode: where it helps, where it quietly erodes trust boundaries and how specs and ownership keep your stack safe.