What breakthrough made AI coding tools truly effective for complex tasks?

Question

Accepted Answer

Tool-calling capabilities enabled AI models to leverage external information and self-correct during coding tasks. This allows models to perform actions like grepping, compiling code, and running tests as they problem-solve.

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AI coding adoption surged after reasoning models emerged