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Between two models the one with the shorter Minimum Description Length (MDL) will more likely generalize better

What you're missing is how to use the tools properly. With solid documentation, good project management practices, a well-organized code structure and tests, any junior engineer should be able to read up on your codebase, write linted code following your codebase style, verify it via tests and write you a report of what was done, challenges faced etc. State of the art coding agents will do that at superhuman speeds.

If you haven't set things up properly (important info lives only in people’s heads / meetings, tasks dont have clear acceptance criteria, ...) then you aren't ready for Junior Developers yet. You need to wait until your Coding Agents are at Senior level.

I want to use browser-use in Cursor but I am using another option because it doesn't support MCP integration which is the common language they support for external tools

We have done extensive testing in the context of chatbot intent classification and in our particular problem nothing (including CNN, LSTM, fasttext plus LUIS, Watson and other proprietary classifiers) has been able to beat a simple linear model trained on char n-gram features.