AIDP Best Practices and Performance Benchmarks

Question

Hello Oracle Community,

I’m currently exploring the Oracle AI Data Platform (AIDP) Workbench, with a particular focus on building customer catalogs, workflows, and AI agents.

I’d appreciate any guidance, documentation, or lessons learned around AIDP best practices and performance benchmarks, particularly in areas such as workflow and agent design, scalability, performance optimization, and production readiness.

Are there any recommended reference architectures, benchmark results, or proven patterns that the community can share?

Thanks

Charles

Dinesh Bhatt · Answer

You can refer to this blog.

https://blogs.oracle.com/ai-data-platform/best-practices-for-structuring-aidp-workbenches-and-workspaces

This focuses more on single instances for multiple environments(dev, qa, prod). I would prefer to have separate AIDP instance for each environment. Git integration and ci-cd using asset bundle works great!!