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Fyi, there is already a widely used tool along with a company called semgrep, which stems from semantic grep: https://semgrep.dev/.

The similarities between semgrep and the linked tool start and end with the name.

Yes, you are right.

God, the amount of enterprise speak in there is overwhelming.

Because of how it is marketed. But it is real and very much works.

And you can just go to its github to avoid the product side.