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Understanding machine learning models
Improving data analysis and decision-making
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The inner dev loop is the single developer workflow. A single developer should be able to set up and use an inner dev loop to code and test changes quickly.
The outer dev loop is everything else that happens leading up to release. This includes code merge, automated code review, test execution, deployment, controlled (canary) release , and observation of results. The modern outer dev loop might include, for example, an automated CI/CD pipeline as part of a GitOps workflow and a progressive delivery strategy relying on automated canaries, i.e. to make the outer loop as fast, efficient and automated as possible.
A slow inner dev loop can negatively impact frontend and backend teams, delaying work on individual and team levels and slowing releases into production overall.
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