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Learn how to systematically evaluate AI coding tools in this one-hour conference talk that explores Collectors' approach to assessment when engineers have freedom to experiment with various AI development tools. Discover practical frameworks for evaluating different AI coding solutions, understand how to use assessment results to guide engineering teams toward the most suitable tools for their specific needs, and explore proven tactics for optimizing AI tool performance in real-world development environments. Gain insights into creating structured evaluation processes that balance developer autonomy with organizational effectiveness, and learn strategies for implementing AI coding tools that enhance rather than hinder engineering productivity.
