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    "domain": "news.ycombinator.com",
    "excerpt": "Quick Summary: Did you ever optimize a legacy/vibe-coded codebase to improve AI driven development results and avoid fixing a bug for 2 more to appear? i want to hear what your experience was.First,&hellip;",
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    "title": "Has anyone made a legacy codebase more legible to AI coding agents? | Hacker News",
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