VSCodeDebugger is precompiled in every debug or run session in VS Code

When running Julia files in a new process in VS Code, I find that the VSCodeDebugger is being compiled every time I start the process.

Precompiling packages  ╺━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 0/1
  ◐ VSCodeDebugger (serial)

How to avoid precompiling VSCodeDebugger every time?

I’m using Julia 1.12.6, VS Code 1.126.0 and VSCode julia extension 1.219.2, with the following Pkg status:

Status `~/.julia/environments/v1.12/Project.toml`
  [13e28ba4] AppleAccelerate v0.7.0
  [295af30f] Revise v3.15.1
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