If LLMs were as reliable as compilers we wouldn’t be checking in their output, and I’d be happy to forget all programming lore.

The “skill domain” with compilers is the “input”: that’s what I need to grok , maintain , and understand . With LLMs it’s the “output”.

until that changes, you’re playing a dangerous game letting those skills atrophy.