Ai Catalog: Review

I'd like @eduardobonet to review the Ai Catalog from both an architectural and user perspective. We've built the first experimental, functional release, and I think we'd benefit from outside perspective to take with us as we progress. Eduardo has built similar systems and uses similar features regularly, so he can look at both the technical side and whether it works well in practice.

What I'm asking for:

@eduardobonet can you review the feature focusing on:

• Architecture: Design patterns, scalability, maintainability, structural concerns
• User Experience: Practical usability, workflow efficiency, common use cases

@gitlab-org/ai-powered/workflow-catalog/engineering: Share relevant docs, design materials, or code with Eduardo so he can get up to speed. If you want to add context about decisions or constraints in the comments, that'll make his feedback more actionable.

This isn't blocking anything, the team should keep moving. I want insights we can use to improve things as we iterate.