# How building AI Sessions was shaped by our own experience with Webmux

DevFeed: [How building AI Sessions was shaped by our own experience with Webmux](<https://devfeed.tech/articles/how-building-ai-sessions-was-shaped-by-our-own-experience-with-webmux-30715.md>)

Original publisher: [Read original article](<https://www.windmill.dev/blog/how-webmux-shaped-ai-sessions>)

Author: Tristan Lécuyer

Published: 2026-07-26T00:00:00Z

Content type: opinion

Language: en

Sources: [Windmill Blog](<https://devfeed.tech/sources/windmill-blog.md>)

Topics: [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [dashboards](<https://devfeed.tech/topics/dashboards.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Git](<https://devfeed.tech/topics/git.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [codex](<https://devfeed.tech/topics/codex.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-coding-agents](<https://devfeed.tech/tags/ai-coding-agents.md>), [browser](<https://devfeed.tech/tags/browser.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [cli](<https://devfeed.tech/tags/cli.md>), [codex](<https://devfeed.tech/tags/codex.md>), [git](<https://devfeed.tech/tags/git.md>), [linear](<https://devfeed.tech/tags/linear.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [windmill](<https://devfeed.tech/tags/windmill.md>)

## AI overview

The article explains how Windmill's experience building and using Webmux, an open-source dashboard for supervising parallel AI coding agents, influenced the design of its AI Sessions product. It describes Webmux's worktree, tmux, web interface, Linear integration, terminal forwarding, and support for Claude Code and Codex.

## Source excerpt

Before we shipped a single line of AI Sessions, we had already spent months supervising AI coding agents on our own codebase, through Webmux, the open-source dashboard we built for ourselves. Here is how that daily use shaped the product.