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Add agent guidance for building and testing cuML #8103

Description

@csadorf

Summary

Add repository-native guidance that helps AI coding agents build and test cuML reliably.

Motivation

Agents working in cuML need clear direction on when to rebuild, how to verify the active development environment, and which test workflows to use. Without that guidance, they can easily test against stale installs, use the wrong environment, or miss the appropriate CI-aligned entry points.

Goal

Provide a concise agent onboarding path for cuML development that points agents toward the correct build and test workflows while keeping the existing project docs and CI scripts as the source of truth.

Acceptance criteria

  • The repo includes a clear entry point for agent guidance.
  • Agents can discover the recommended build and test workflows from that entry point.
  • Ownership and CI path-filtering are updated so agent-only documentation changes are reviewed appropriately without triggering unnecessary jobs.
  • Environment-management policy is kept separate unless explicitly scoped into follow-up work.

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