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I like just or mise tasks as often my python projects contain many other language commands (SQL, docker, pnpm, etc ...).


IMO mise tasks are fairly close to the ideal polyglot task runner, because features like argument definitions can be used as progressive enhancements. That means I can write the task logic in shell scripts that can be called without mise, and when I integrate them into mise, I don't have to manually write extra wrappers or duplicate anything. That's my pet peeve with most similar tools, so I can't recommend mise enough!




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