Systematically verify that AI-generated code actually does what was asked, catching hallucinated APIs, fabricated behavior, and confident-but-wrong implementations before they ship.
## CONTEXT The defining risk of vibe coding is that AI agents are fluent and confident even when they are wrong. An agent will call a method that does not exist, assume a library behaves a way it does not, claim it added a test that it did not, and describe its own changes inaccurately. Because the output reads…
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