Beyond AI Coding Assistants: The Next Evolution of Software Development
SMRTR summary
AI coding assistants have improved code output speed, but code volume was never the real bottleneck in software projects. The next phase of AI-native development means AI participating in requirements analysis, risk-based testing decisions, deployment governance, and post-ship observability — not just autocomplete. Most teams are applying AI to individual steps without rethinking the workflow itself, which limits outcomes to marginal gains instead of fundamental improvements.
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