---
title: "Discussion on \"Gemini 3.1 Ultra: Long Context and Multimodal Dev Guide\" | Hashnode"
description: "Discussion on \"Gemini 3.1 Ultra: Long Context and Multimodal Dev Guide\". Google's Gemini 3.1 generation marks a turning point in how developers interact with large language models. With a 1-million-token context window, native processing of video, audio, images, and code in a single request, plus sandboxed in-session code..."
url: "https://hashnode.com/posts/gemini-3-ultra-2m-context-multimodal-developer-guide-2026/69e02980881ecca6e6a0e99f"
---

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# [Gemini 3.1 Ultra: Long Context and Multimodal Dev Guide](https://effloow.hashnode.dev/gemini-3-ultra-2m-context-multimodal-developer-guide-2026?utm_source=hashnode&utm_medium=feed)

Google's Gemini 3.1 generation marks a turning point in how developers interact with large language models. With a 1-million-token context window, native processing of video, audio, images, and code in a single request, plus sandboxed in-session code...

Apr 16 · 10 min read · effloow.hashnode.dev  
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-   [#long-context](https://hashnode.com/tag/long-context)
-   [#gemini](https://hashnode.com/tag/gemini)
-   [#google-ai](https://hashnode.com/tag/google-ai)
-   [#llm](https://hashnode.com/tag/llm)
-   [#multimodal](https://hashnode.com/tag/multimodal)

## Written by

[Jangwook Kim](https://hashnode.com/@effloow)

@effloow · Tokyo, Japan

  
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