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With siloed ownership, the burden typically falls on one or two people Luka Doncic Luka Legend shirt. They’ve since adopted an agile development process with a much larger focus on shared code ownership that I’ve heard has made large strides in work happiness and productivity. One aspect of Quora that I’ve loved is that we’ve emphasized projects over teams, and I’ve had an opportunity to work on projects ranging from user growth, machine learning, moderation tools, recommendations, analytics, site speed, and spam detection.
Unit test coverage and some degree of integration test coverage is the only scalable way of managing a large codebase with a large group of people without constantly breaking the build or the product. Automated testing provides confidence in and meaningful protection against large-scale refactorings that are required to improve code quality. In the absence of rigorous automated testing, the time required for manual testing either by the engineering team or by an outsourced testing team easily becomes prohibitive, and it’s easy to fall into a culture of fear for improving a piece of code just because it might break.