Go Structs Are Not C++ Classes: Why Similar Modeling Roles Produce Different Hardware Execution Patterns

Structs with methods look like classes, but the hardware tells a different story. Go makes contiguous values + static calls the path of least resistance. In inheritance-heavy C++ designs, you often end up with pointers + virtual dispatch + scattered memory. This isn’t syntax - it’s what the CPU executes.

February 2, 2026 · map[name:Blackwell Systems]

The Price of Everything Being an Object in Python

All Python developers know that everything in Python is an object. But at what cost? A deep dive into Python’s heap-only memory model and the 28-byte overhead of storing a simple integer.

January 10, 2026 · map[name:Blackwell Systems]