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Lucid Train

For architects: Lucid Train generates architecture diagrams from your codebase offline so coding agents understand your system design instantly.

Built by Arnab Bhattacharya

Freemium Last updated October 4, 2026

Visit website → Upvotes · 114

  • Overview
  • Alternatives
  • Team
  • FAQ

Lucid Train is a Product Hunt listing on Launch Llama with 114 total upvotes, founded by Arnab Bhattacharya who joined in Aug 2026, compared against 6 alternatives.

Product Hunt listing

Listing status

114upvotes

Community score

Arnab Bhattacharya (Joined Aug 2026)

Founder

Compared against 6 alternatives

Market comparison

Lucid Train

Lucid Train screenshot 2Lucid Train screenshot 3Lucid Train screenshot 4

Key Features

  • Generate architecture diagrams from repository source code
  • Hand diagrams to coding agent as executable specifications
  • Run against local Ollama models or custom API keys
  • Audit dependencies across multiple ecosystems
  • Export diagrams as editable Excalidraw SVG or PNG files
  • Support voice input with on-device transcription

About

Lucid Train generates architecture diagrams directly from your codebase, then provides these diagrams as specifications to a coding agent. It runs fully offline using local models on your machine, with no code upload or telemetry required. Available as a desktop app for macOS and Windows, or as a 6 MB Rust CLI binary that works in the terminal.

Use Cases

  • Developers wanting to visualize existing codebase architecture before AI makes changes
  • Teams needing to understand dependencies across thousands of files offline

Pricing

CLI is free and open source. Desktop app costs $2.50/month (billed $30/year) with a 7-day free trial.

View Lucid Train pricing →

Verdict

In the competitive data visualization tools space, Lucid Train stands out as a solid option. With 114 upvotes from the Launch Llama community, it's clearly resonating with founders. Lucid Train generates architecture diagrams directly from your codebase, then provides these diagrams as specifications to a coding agent. If for architects: lucid train generates architecture diagrams from your codebase offline so coding agents understand your system design instantly is a priority for your team, it's worth giving Lucid Train a closer look.

FAQ

What is Lucid Train?

Lucid Train generates architecture diagrams directly from your codebase, then provides these diagrams as specifications to a coding agent. It runs fully offline using local models on your machine, with no code upload or telemetry required. Available as a desktop app for macOS and Windows, or as a 6 MB Rust CLI binary that works in the terminal.

Who should use Lucid Train?

Lucid Train is a strong fit if you are one of: • indie hackers and solo founders • early-stage startup teams If that does not sound like you, skim the features and site before committing time.

What problem does Lucid Train solve?

Lucid Train is built around this outcome: For architects: Lucid Train generates architecture diagrams from your codebase offline so coding agents understand your system design instantly. Use the site demo or docs to confirm it matches the bottleneck you are trying to remove.

What are the main features of Lucid Train?

Lucid Train includes: • Generate architecture diagrams from repository source code • Hand diagrams to coding agent as executable specifications • Run against local Ollama models or custom API keys • Audit dependencies across multiple ecosystems • Export diagrams as editable Excalidraw SVG or PNG files • Support voice input with on-device transcription

Is Lucid Train free to start?

CLI is free and open source. Desktop app costs $2.50/month (billed $30/year) with a 7-day free trial. Most freemium tools let you validate the workflow before upgrading — check what the free tier unlocks for your use case.

How much does Lucid Train cost?

CLI is free and open source. Desktop app costs $2.50/month (billed $30/year) with a 7-day free trial.

Is Lucid Train private and safe for my files?

Lucid Train's positioning emphasizes keeping work local or private (for example browser-side processing or limited uploads). Still verify the privacy policy and data handling on the official site for your compliance needs.

How does Lucid Train use AI?

Lucid Train uses AI as part of its workflow. Before relying on it for customer-facing or confidential work, confirm what data is sent to models, whether outputs are editable, and how you can review results.

Is Lucid Train worth trying?

It promises: For architects: Lucid Train generates architecture diagrams from your codebase offline so coding agents understand your system design instantly. A concrete use case founders care about: Developers wanting to visualize existing codebase architecture before AI makes changes. It has 114 community upvotes on Launch Llama, which is a signal of interest — not a guarantee it fits you. Worth trying if that problem is painful for you this week; skip it if you only need a one-off workaround you already have.

How do I try Lucid Train?

Open the official Lucid Train website from this page, run the smallest real task you care about (not a toy demo), and decide in one session whether it removes friction. Check pricing and data/privacy terms before you put production work into it.

Alternatives

  • GraphCode

    For developers: GraphCode runs multiple AI coding agents as nodes on macOS so you orchestrate parallel work and ship faster.

  • Meta

    For developers: Meta's Muse Code terminal agent executes repository-scale coding tasks with persistent background agents so you ship faster.

  • Architect by Lyzr

    For developers: Architect builds multi-agent AI systems with full visibility and control—no code required, no black boxes.

  • Superbrain For macOS

    For developers: Superbrain For macOS ships code 40% cheaper than competitors using TokenFold retrieval so you move faster.

  • Claude Code ultraplan

    For engineers: Claude Code ultraplan offloads codebase planning to the cloud. Review and approve implementation plans before execution.

  • massCode

    Keep code snippets, technical notes, HTTP requests, calculations, and developer tools in one local-first desktop workspace, with an integrated AI assistant and MCP support.

Ask AI

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For agents

llms.txt · llms-full.txt · ai.txt · Live fact sheet · Full catalog (.md) · Endpoint index · API spec · REST access · Agent server · Server manifest · Server discovery

Lucid Train · Website

  • Founded by Arnab Bhattacharya
  • Listed August 2026
  • Updated October 4, 2026

Data visualization tools Command line tools