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title: Improving GPT-4's codebase understanding with ctags
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excerpt: Using ctags to build a "repository map" to increase GPT-4's ability to understand a large code base.
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highlight_image: /assets/robot-flowchart.png
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# Improving GPT-4's codebase understanding with ctags
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title: Unified diffs make GPT-4 Turbo less lazy
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excerpt: GPT-4 Turbo has a problem with lazy coding, which can be signiciantly improved by asking for code changes formatted as unified diffs.
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highlight_image: /assets/benchmarks-udiff.svg
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# Unified diffs make GPT-4 Turbo less lazy
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