---
id: 20260818-T0-10
title: "GitHub：Canvas让Agent工作流可视化、可操控、更省成本"
title_en: "GitHub: Canvases Make Agentic Workflows Visible, Steerable, and Cost-Efficient"
url: https://ai.daily.yangsir.net/daily/20260818-T0-10
issue_date: 2026-08-18
publish_date: 2026-08-17T16:00:00.000Z
category: insight
source_name: "GitHub Blog"
source_url: https://github.blog/ai-and-ml/github-copilot/how-canvases-make-agentic-workflows-visible-steerable-and-cost-efficient/
---

# GitHub：Canvas让Agent工作流可视化、可操控、更省成本

GitHub博客发文探讨如何利用Canvas（画布）管理Agent工作流。文章指出，纯聊天界面难以追踪Agent的多步操作，而Canvas能将工作流可视化，让用户实时看到每个步骤、随时干预调整，并减少不必要的token消耗。作者建议开发者将Canvas作为Agent工作流的默认界面，提升可控性和成本效率。

## English Version

**GitHub: Canvases Make Agentic Workflows Visible, Steerable, and Cost-Efficient**

A GitHub blog post explores using canvases to manage agentic workflows. The article notes that chat interfaces struggle to track multi-step agent operations, while canvases visualize workflows, allowing real-time visibility, intervention, and reduced token waste. The author recommends canvases as the default interface for agentic workflows to improve controllability and cost efficiency.

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**来源**：[GitHub Blog](https://github.blog/ai-and-ml/github-copilot/how-canvases-make-agentic-workflows-visible-steerable-and-cost-efficient/)

**详情页**：https://ai.daily.yangsir.net/daily/20260818-T0-10

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