Exemplary embodiments provide annotations for dynamic dispatch of threads from scripting language code. Exemplary embodiments may provide scripting language code and execute the code causing examination of at least one annotation associated with a referenced collection of code. Exemplary embodiments may dynamically dispatch a first task to a first thread automatically from the scripting language code at runtime based on the examination of the at least one annotation associated with the referenced collection of code.