How does Ruby balance interpreter performance and JIT compilation in YJIT?

Ruby uses interpreter as baseline and YJIT as speculative optimization layer for hot paths.

YJIT does not replace interpreter; instead, it observes execution and compiles frequently executed basic blocks into machine code. If assumptions fail (type changes, method redefinition), execution falls back to interpreter. This hybrid design allows safe optimization without sacrificing Ruby’s dynamic features.