The AI Codebase Maturity Model defines six sequential levels of AI-driven development based on feedback loop topologies, validated by experience reports showing 5x PR and 37x issue throughput gains from level 2 to level 6.
Available: https://cloud.google.com/architecture/mlops-continuous-delivery-and- automation-pipelines-in-machine-learning
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The AI Codebase Maturity Model: From Assisted Coding to Fully Autonomous Systems
The AI Codebase Maturity Model defines six sequential levels of AI-driven development based on feedback loop topologies, validated by experience reports showing 5x PR and 37x issue throughput gains from level 2 to level 6.