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Fitness for purpose beats fashionable architecture. TPF is not modern. It would fail every architectural review a contemporary engineering team would apply to it. It also handles 50,000 transactions per second with sub-100ms latency on hardware that costs a fraction of an equivalent cloud footprint. It has been doing this for 60 years. The lesson is not that old software is good software — it is that the right tool for the right job, well-maintained, is very hard to beat.
Beyond limited training data, other factors contribute to Lisp's AI resistance. The high-latency request-response pattern of AI APIs conflicts with REPL workflows. While REPL development enhances human programming by reducing latency, API communications inherently maintain significant delays. Avoiding REPLs demands greater code precision and requires testing larger code segments simultaneously, but AI systems can generate extensive code blocks efficiently, making non-REPL languages more suitable.