AI Developer Tools
Mindwalk
A visualization tool that replays coding-agent sessions on a 3D map of your codebase.
Mindwalk
What is Mindwalk?
Mindwalk is an open-source visualization tool that replays coding-agent sessions (e.g., Claude Code, Codex) on an interactive 3D map of your codebase, helping developers understand agent behavior.
Mindwalk vs Similar AI Tools
| Pricing Model | Free | Free | Custom Pricing | Free, Paid |
| Free Credits | ||||
| Key Features |
|
|
|
|
| Pros |
|
|
|
|
| Cons |
|
|
|
|
| Best For |
|
|
|
|
How to use Mindwalk?
- 1Install via curl or download from GitHub Releases.
- 2Run 'mindwalk serve' to start the UI on a random local port.
- 3Open a specific session with 'mindwalk open <session.jsonl>'.
- 4Use keyboard shortcuts like Space to play/pause, arrow keys to step through events.
Mindwalk Key Features
- 3D map visualization of codebase with glowing activity
- Tree and Terrain views showing file touch intensity
- Playback deck with bucketed histogram and cool/warm spectrum
- Timeline marks for context compactions, subagent launches, user turns
- File inspector with visit history and jump-to-moment navigation
- Fully local processing; no session data leaves your machine
Mindwalk Use Cases
- Reviewing AI coding agent session logs to understand decision paths
- Debugging unexpected code changes made by agents
- Comparing multiple agent sessions on the same repository
- Teaching and demonstrating agent behavior in workshops
Mindwalk Pricing & Free Credits
Mindwalk currently operates on a Free model.
This tool is completely free to use
Mindwalk Pros & Cons
Pros
- Intuitive 3D visualization of agent activity
- Privacy-focused: runs locally without data upload
- Supports Claude Code and Codex session logs
- Rich keyboard shortcuts for efficient navigation
Cons
- Requires command-line installation and usage
- Currently limited to Claude Code and Codex agents
- No built-in comparison mode for multiple sessions
What is Mindwalk best for?
- Developers using AI coding agents
- Teams reviewing AI-assisted code changes
- Researchers analyzing agent behavior in codebases