Building an AI-powered cloud orchestration platform – Does this solve a real problem?
▲ 0 r/Cloud

Building an AI-powered cloud orchestration platform – Does this solve a real problem?

The workflow is roughly:

  • Upload an application (or project)
  • Analyze the codebase to identify the language, framework, dependencies, and resource requirements
  • Predict infrastructure needs (CPU, memory, runtime, etc.)
  • Recommend suitable AWS services and instance types
  • Provision the required infrastructure
  • Monitor the deployment and provide telemetry, traces, and evaluation

The goal isn't to replace experienced cloud engineers, but to automate repetitive infrastructure decisions and make cloud adoption easier for students, startups, and small teams.

I'd really appreciate your thoughts:

  • Does this solve a real problem you've seen?
  • Would you or your team actually use something like this?
  • What existing tools already solve parts of this problem?
  • Where do you think this idea falls short?
  • If you were building this, what would you do differently?
u/Nithin_pog — 5 days ago