Software engineering scope expands beyond executable code to semi-executable artifacts best diagnosed by the new six-ring Semi-Executable Stack model.
Machine learning operations (MLOps): Overview, definition, and architecture
2 Pith papers cite this work. Polarity classification is still indexing.
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No single MLOps tool covers the full lifecycle, so practitioners combine tools for orchestration, data versioning, experiment tracking, and cloud platforms.
citing papers explorer
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The Semi-Executable Stack: Agentic Software Engineering and the Expanding Scope of SE
Software engineering scope expands beyond executable code to semi-executable artifacts best diagnosed by the new six-ring Semi-Executable Stack model.
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A Systematic Review of MLOps Tools: Tool Adoption, Lifecycle Coverage, and Critical Insights
No single MLOps tool covers the full lifecycle, so practitioners combine tools for orchestration, data versioning, experiment tracking, and cloud platforms.