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  "articleBody": "Amp's codebase search subagent now uses Gemini 3 Flash instead of Haiku 4.5. It's 3x faster for the same quality.\n\nGemini 3 Flash is better at parallel tool calls, explores with diverse queries, and concludes early. Where Haiku 4.5 averaged ~2.5 parallel calls per iteration, Gemini 3 Flash fires off ~8. It wraps up in ~3 turns instead of ~9.\n\n![Performance vs Latency chart showing Gemini 3 Flash in the optimal zone: high F1 score, low latency](https://static.ampcode.com/news/finder-gemini-3-flash.png)\n",
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  "content_html": "<p>Amp's codebase search subagent now uses Gemini 3 Flash instead of Haiku 4.5. It's 3x faster for the same quality.</p>\n<p>Gemini 3 Flash is better at parallel tool calls, explores with diverse queries, and concludes early. Where Haiku 4.5 averaged ~2.5 parallel calls per iteration, Gemini 3 Flash fires off ~8. It wraps up in ~3 turns instead of ~9.</p>\n<p><picture class=\"article-picture article-picture-fallback\" style=\"--image-ratio:16 / 9\"><img src=\"https://static.ampcode.com/news/finder-gemini-3-flash.png\" alt=\"Performance vs Latency chart showing Gemini 3 Flash in the optimal zone: high F1 score, low latency\" loading=\"eager\" decoding=\"async\" fetchpriority=\"high\" referrerpolicy=\"no-referrer\" class=\"progressive-image\"></picture></p>\n",
  "content_markdown": "Amp's codebase search subagent now uses Gemini 3 Flash instead of Haiku 4.5. It's 3x faster for the same quality.\n\nGemini 3 Flash is better at parallel tool calls, explores with diverse queries, and concludes early. Where Haiku 4.5 averaged ~2.5 parallel calls per iteration, Gemini 3 Flash fires off ~8. It wraps up in ~3 turns instead of ~9.\n\n![Performance vs Latency chart showing Gemini 3 Flash in the optimal zone: high F1 score, low latency](https://static.ampcode.com/news/finder-gemini-3-flash.png)\n",
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  "description": "Amp's codebase search subagent now uses Gemini 3 Flash instead of Haiku 4.5. It's 3x faster for the same quality. Gemini 3 Flash is better at parallel tool calls, explores with diverse queries, and concludes early. Where Haiku 4.5 averaged…",
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  "summary": "Amp's codebase search subagent now uses Gemini 3 Flash instead of Haiku 4.5. It's 3x faster for the same quality. Gemini 3 Flash is better at parallel tool calls, explores with diverse queries, and concludes early. Where Haiku 4.5 averaged ~2.5 parallel calls per iteration, Gemini 3 Flash fires off ~8. It wraps up in ~3 turns instead of ~9.",
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  "title": "Gemini 3 Flash in the Search Subagent",
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