Do the simplest thing first when you need to gain momentum, mapping unknown territory, for emergency fixes, and when people are waiting.
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Do the most ambiguous, most complex, longest timeline, or riskiest task first to get early feedback, early momentum, and to inform later processes.
Distribute tasks to team members based on skill level for the greatest efficiency.
To achieve the highest efficiency possible, identify the work that adds value and maximize it.