AI Developer Tools

Mindwalk

A visualization tool that replays coding-agent sessions on a 3D map of your codebase.

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 ModelFreeFreeCustom PricingFree, Paid
Free Credits
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
  • GitHub Pages hosting
  • Jekyll integration
  • Markdown content support
  • Workload monitoring and anomaly detection
  • Slow query identification and optimization
  • Natural language querying to SQL translation
  • Scans skills and MCP servers against ATR rules before loading
  • Real-time runtime protection against prompt injection and hijacks
  • Signed audit-ready evidence for compliance (EU AI Act, NYDFS, DORA)
Pros
  • Intuitive 3D visualization of agent activity
  • Privacy-focused: runs locally without data upload
  • Free hosting with custom domain support
  • Easy setup via Git
  • Quick one-line installation and setup in 15 minutes
  • Self-hosted ensures data stays within your infrastructure
  • Open source with MIT license
  • Real-time detection and prevention
Cons
  • Requires command-line installation and usage
  • Currently limited to Claude Code and Codex agents
  • Limited to static content
  • No server-side processing
  • Requires self-hosting and VPC setup
  • No free tier or trial mentioned
  • Enterprise features require paid tiers
  • Setup may require technical expertise
Best For
  • Developers using AI coding agents
  • Teams reviewing AI-assisted code changes
  • Developers
  • Open source projects
  • Database administrators
  • Data engineers
  • Developers building and deploying AI agents
  • Enterprises needing audit-ready AI security

How to use Mindwalk?

  1. 1Install via curl or download from GitHub Releases.
  2. 2Run 'mindwalk serve' to start the UI on a random local port.
  3. 3Open a specific session with 'mindwalk open <session.jsonl>'.
  4. 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

Open Source

Free

MIT licensed, fully local, no paid tiers

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

Mindwalk FAQ

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