I've hired a lot of developers over the years. More than a few of them have come in with a strong belief that our code needed heavy refactoring. But here's the thing: in almost every case, their newly refactored code was found by the other developers to be harder to understand and maintain. It also was generally slower and buggier too. Now, don't get me wrong. Refactoring isn't inherently bad. It'
ADAS
1University of British Columbia 2Vector Institute 3Canada CIFAR AI Chair TL;DR In this work, we describe a newly forming research area Automated Design of Agentic Systems (ADAS), which aims to automatically create powerful agentic system designs, including inventing novel building blocks and/or combining them in new ways. We present a simple yet effective ADAS algorithm named Meta Agent Search to
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Good Refactoring vs Bad Refactoring