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AI Coding Tools Glossary

'Almost right' problem

AI output that is plausible and mostly correct but subtly wrong, so it costs more to find and fix the error than to write the code by hand.

Stack Overflow's 2025 survey found 66% of developers cite 'AI solutions that are almost right, but not quite' as their top frustration and 45% say debugging AI-generated code is more time-consuming. Because near-correct code passes casual review, it is the mechanism behind both the perception gap and higher downstream bug rates.

Source: 2025 Developer Survey — AI — Stack Overflow

See the numbers behind this term: AI Coding Tools Statistics 2026.