moai-lang-scala

Build production Scala 3 systems by applying provided architectural patterns for Cats Effect or ZIO, ensuring proper dependency structuring, safe resource handling, and testable functional code.

Implement Http4s HTTP APIs in Scala 3 by following reference-driven modules that guide functional endpoint definitions, effect integration, and testable service architectures.

Yes, you can design Spark analytics and streaming pipelines in Scala by applying the framework-specific patterns and reference examples included for distributed systems and big data workflows.

Yes, the Scala language guidance covers Scala 3.4+ features including givens, usings, enums, opaque types, match types, extension methods, and inline features for modern implementation.

Compare Cats Effect and ZIO for functional Scala services by evaluating the provided architectural guidance, which details how to choose the right effect system and structure resource-safe dependencies.

Use Akka actor patterns in distributed Scala systems when implementing concurrent message-driven workflows, applying the production architecture references to ensure correct actor design and safe resource handling.