Putting AI in a box at MachineBox

Go Language

MachineBox's decision to use Go as the primary language for their development stack is driven by its simplicity and alignment with their philosophy. Mat Ryer explains that Go's limited feature set encourages simpler code, which is crucial for maintaining a clean and efficient codebase 1. This simplicity mirrors MachineBox's approach to focusing on essential features rather than overcomplicating their offerings.

The Go philosophy is around simplicity, which mirrors exactly what we're doing at Machinebox. So it fits brilliantly.

--- Mat Ryer

David Hernandez adds that Go is the perfect tool for their mindset, allowing them to achieve a lot with a small team 1.

   

Black Box

MachineBox employs a black box approach to simplify user interaction and focus on delivering value without unnecessary complexity. Chris Benson notes that while users may not fully understand the inner workings of the models, the black box method provides a unified interface that is beneficial for developers and infrastructure teams 2. This approach allows MachineBox to offer solutions that are easy to integrate and use, even for those without deep machine learning expertise.

If you're an app developer and you want to quickly make your software smarter, slotting machine box in is just the quickest way to do that.

--- Mat Ryer

David Hernandez acknowledges that while explainability is limited, the focus remains on extracting value from the models rather than detailing their internal processes 3.