When facing a new and complex problem, what is your preferred strategy to solve it?

Study the underlying theory, design one system that can solve the general case. implement it.

Trial-and-error. Implement something that passes the first test-case, go back to the drawing board only when hitting a wall.

Break the problem apart, take existing solutions for these smaller problems, implement whatever glue is required to connect these subsystems together.

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