Platform Engineering for AI Workloads

The best AI teams borrow from platform engineering: paved roads, guardrails, and self-service without chaos.

Golden paths might include

• Approved base images for inference workers
• Standard sidecars for authn/z and telemetry
• Canary releases for prompt + routing bundles

CloudCastNepal maps these patterns to AWS, GCP, or Azure so you are not locked to a single vendor’s toy stack—while still moving fast.