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Code generation is the process of turning the blocks on a workspace into a string of code that can be executed. Code generation is extremely important, because it is what allows your blocks to actually do things, like evaluate arithmetic expressions, move a character through a maze, or configure an online shop!
Automatic code generation refers to the process of automatically generating code from a design or model, eliminating the need for manual coding. It is crucial in the development of software as it accelerates the process, reduces errors, and allows for traceability links to be automatically generated.
Automatic Programming is a subfield of artificial intelligence and soft computing that involves the automatic generation of machine code, aiming to accurately describe systems without specifying how to achieve the desired outcome. AI generated definition based on: Applied Soft Computing, 2023.
A code generator is a tool that automatically produces code, such as C code, based on a formal modeling language like SCADE, without the need for extensive unit and integration testing, as long as the SCADE model has been verified.
AI code generation uses algorithms that are trained on existing source codetypically produced by open source projects for public useand generates code based on those examples. Currently, AI code generation works in three ways: A developer starts typing code and AI will try to autocomplete the code.
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