Augment Code @augmentcode.com · Mar 25 Most code retrieval benchmarks optimize for synthetic problems. But professional software engineers don't solve artificial puzzles--they navigate large, often messy codebases.
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Optimizing for synthetic benchmarks means climbing the wrong hill. Models that top artificial leaderboards consistently stumble in real-world applications.