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[FEAT] Introduce Plugin Stability Lifecycle (Alpha, Beta, Stable) and Dependency Validation #1912

Description

@liu-cong

Problem Statement & Motivation

Currently, plugins in llm-d-router (pkg/epp/framework/plugins/) lack formal stability categorization (Alpha, Beta, Stable). For backwards-incompatible changes or deprecations, the project currently relies on ad-hoc logging and manual README updates across minor releases. Furthermore, there is currently no mechanism to prevent a production/stable plugin from depending on an experimental/alpha plugin or data key.

To provide clear compatibility guarantees to users and maintainers, we propose introducing a Plugin Stability Lifecycle (Alpha, Beta, Stable) with code-level, document-level, and dependency-level enforcement.

  • Alpha: Rapid experimentation, breaking changes anytime, no deprecation period.
  • Beta: [Current policy] Feature-complete; breaking changes follow a formal +2 minor version deprecation policy (warn in release $N$ and $N+1$, remove in $N+2$).
  • Stable: Enterprise-grade; breaking parameter or behavioral changes only occur on major EPP version bumps.

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