The constraint: mypyc supports a subset of Python. Dynamic patterns like **kwargs, getattr tricks, and heavily duck-typed code will compile but won't be optimized -- they fall back to slow generic paths. But if your code already passes mypy strict mode, mypyc is the lowest-effort compilation rung on the ladder.
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The other three failure modes follow the same pattern. Erlang mailboxes are unbounded and provide no automatic backpressure, so if a process receives messages faster than it can handle them, the mailbox grows until the node runs out of memory and crashes. Fred Hébert (author of Erlang in Anger) built an entire library called pobox specifically for this problem, noting that “high throughput Erlang applications often get bitten by the fact that Erlang mailboxes are unbounded.” Message interleaving from multiple senders is nondeterministic, creating ordering races that the language can’t prevent. And Erlang messages are dynamically typed, so a process can send any term to any other process with no compile-time check that the receiver expects it.
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