Julia Options

Structuring Julia packages around multiple dispatch, abstract type hierarchies, and interface conventions

Julia error handling using exceptions, custom error types, and try/catch patterns

Specific best practices and architectural patterns when working with Flux.jl.

Specific best practices and architectural patterns when working with Plots.jl.

Specific best practices and architectural patterns when working with Genie.jl.

Code formatting with JuliaFormatter.jl and static analysis with JET.jl

Julia performance optimization: type stability, memory allocation, and benchmarking

Julia security practices covering dependency auditing, input validation, and safe serialization

Core Julia coding conventions covering naming, type annotations, and idiomatic patterns

Julia testing conventions using the built-in Test standard library