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This package provides the @infiltrate macro, which acts as a breakpoint with negligible runtime performance overhead. Note that you cannot access other function scopes or step into further calls. Use an actual debugger if you need that level of flexibility. Running code that ends up triggering the @infiltrate REPL mode via inline evaluation in VS Code or Juno can cause issues, so it's recommended to always use the REPL directly. When the infiltration point is hit, it will drop you into an interactive REPL session that lets you inspect local variables and the call stack as well as execute arbitrary statements in the context of the current local and global scope.
This is a work in progress, some features are implemented partially, there may be performance and stability problems. Install IntelliJ IDEA (or other JetBrains IDEs), open Settings | Plugins | Browse repositories, install Julia plugin, and create a Julia project.