Turncodeinto visualstories.

Create one from a prompt, then share a walkthrough your team can follow.

How GraphQL works

Available now in Early Access

Visualize anything from your coding agent.

Connect DagFlo through MCP and turn codebases, technical ideas, and system behavior into visual stories without leaving your favorite coding agent.

Claude Code, Codex, OpenCode, Cursor, and more are supported.

Set up DagFlo MCP
Visualize a codebase

Why DagFlo

Make complex systems clear.

DagFlo turns technical systems into guided artifacts your team can inspect, review, and share. No one has to reverse-engineer the story from a diagram or document.

A DagFlo code walkthrough

Understand difficult code

Watch execution, data, and state change over time.

A DagFlo pull request walkthrough

Review the behavior, not the diff

Turn a pull request into a visual walkthrough.

A DagFlo architecture walkthrough

Design systems you can explore

See requests, data, and failures move across the architecture.

A DagFlo animated technical explanation

Skip the 12-page technical doc

Explain the same idea as a short, animated walkthrough.