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I am a bit confused. What languages does it help with? You mention AST manipulation, so I am assuming it's not universally applicable, e.g. to Rust?

Currently, 14 most popular languages (https://github.com/dirac-run/dirac/tree/master/src/services/...). Easy to add more languages

AST (Abstract Syntax Tree) is essentially a search algorithm to better help the agent do it's job.