Category: Software Architecture - Page 2

Code Ownership Models for Vibe-Coded Repos: Avoiding Orphaned Modules in AI-Assisted Development

Tess Rempel Aug, 29 2025 Software Architecture

Code Ownership Models for Vibe-Coded Repos: Avoiding Orphaned Modules in AI-Assisted Development

AI-generated code is everywhere-but without clear ownership, it becomes a ticking time bomb. Learn the three models for claiming code in vibe-coded repos and how to stop orphaned modules before they break your system.

Model Lifecycle Management: Versioning, Deprecation, and Sunset Policies Explained

Tess Rempel Jul, 17 2025 Software Architecture

Model Lifecycle Management: Versioning, Deprecation, and Sunset Policies Explained

Learn how versioning, deprecation, and sunset policies keep AI models reliable, compliant, and safe. Real-world examples from finance, healthcare, and enterprise AI teams show why these practices aren’t optional anymore.

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