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CodeMap4AI VS Privy Coding Assistant

Compare CodeMap4AI VS Privy Coding Assistant and see what are their differences

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CodeMap4AI logo CodeMap4AI

AI tools guess less when they see the full picture. CodeMap4AI builds a structured map of your codebase. Try it free.

Privy Coding Assistant logo Privy Coding Assistant

A multi-platform, AI-augmented coding companion ensuring secure development with unit test creation.
  • CodeMap4AI
    Image date //
    2025-06-06
  • CodeMap4AI
    Image date //
    2025-06-06
  • CodeMap4AI
    Image date //
    2025-06-06

CodeMap4AI helps AI understand your entire codebase by generating a structured map of your project. It minimizes hallucinations, improves code suggestions, and boosts productivity—especially when using ChatGPT, Claude, or other AI assistants outside your IDE.

  • Privy Coding Assistant Landing page
    Landing page //
    2024-09-18

CodeMap4AI

Website
codemap4ai.com
$ Details
freemium $5.0 / Monthly
Release Date
2025 May
Edit details

Privy Coding Assistant

Website
getprivy.dev
$ Details
-
Release Date
-
Edit details

CodeMap4AI features and specs

  • Automatic Code Map Generation
    Creates a code_map.json that maps your project’s structure, files, routes, and dependencies. Supports PHP, JavaScript, HTML, CSS, SQL, and more.
  • Provides Context for AI
    Supplies ChatGPT, Claude, or other AI assistants with full project context. Helps eliminate hallucinations where AI invents fake functions or parameters.
  • Understands Files, Functions & Classes
    Parses and documents functions, classes, variables, routes, and database interactions.
  • Command-Line Tool (CLI)
    Use the codemap CLI to generate or update your project map locally.
  • IDE-Independent
    Doesn’t require plugins or editor integration — works in any environment, including outside your IDE.
  • Real-World Use Cases
    Perfect for refactoring, bug fixing, or feature building with AI help. Great for onboarding into legacy or complex codebases.
  • Shareable & AI-Ready
    The generated JSON map is clean, portable, and easily shareable with team members or AI prompts.
  • Privacy-Friendly
    Everything runs locally — no need to upload your full codebase anywhere.
  • Useful for Humans, Too
    Developers can quickly understand unfamiliar or legacy projects without digging through every file.
  • Simple Pricing
    7-day free trial. $5/month subscription — cancel anytime.

Privy Coding Assistant features and specs

  • Increased Productivity
    Privy Coding Assistant is designed to help developers write code faster by providing quick access to documentation and code suggestions.
  • Seamless Integration
    It integrates smoothly with various IDEs and development environments, allowing developers to incorporate it without disrupting their workflow.
  • Intelligent Code Suggestions
    Using AI, the tool offers intelligent code completions and suggestions, which can help reduce errors and improve code quality.
  • Improved Learning Curve
    Helps newer developers learn coding best practices by suggesting optimizations and improvements.

Possible disadvantages of Privy Coding Assistant

  • Dependency on Internet
    Requires a stable internet connection for accessing updated suggestions and accurate code completions.
  • Potential Overreliance
    Developers might become overly reliant on the tool, which could weaken their problem-solving skills over time.
  • Privacy Concerns
    Due to access to code and potentially sensitive data, there might be concerns about data security and privacy.
  • Subscription Costs
    May involve subscription fees, which could be a concern for individual developers or small teams with limited budgets.

CodeMap4AI videos

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How to make code map with CodeMap4AI

Privy Coding Assistant videos

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Category Popularity

0-100% (relative to CodeMap4AI and Privy Coding Assistant)

CodeMap4AI

Privy Coding Assistant

Vibe Coding
100 100%
Vibe Coding
0% 0
Developer Tools
0 0%
Developer Tools
100% 100
AI
14 14%
AI
86% 86
Webdev
100 100%
Webdev
0% 0

Questions and Answers

As answered by people managing CodeMap4AI and Privy Coding Assistant.

What makes your product unique?

CodeMap4AI's answer

CodeMap4AI creates a lightweight, structured JSON map of your entire project that can be instantly understood by AI assistants like ChatGPT. Unlike most AI tooling, it works independently of your IDE, and it’s purpose-built to reduce AI hallucinations and improve the accuracy of code-related prompts.

Why should a person choose your product over its competitors?

CodeMap4AI's answer

Because it provides clean, AI-ready context without requiring IDE integration or sending code to external servers. It’s fast, private, and works well in any setup — from local terminals to AI chat interfaces. It’s also helpful for humans, offering a high-level view of any codebase in seconds.

How would you describe your primary audience?

CodeMap4AI's answer

Developers who use AI tools (like ChatGPT, Claude, or Copilot) to write, refactor, or understand code — especially those working on large, unfamiliar, or legacy projects. Also ideal for freelancers, indie developers, and teams onboarding new engineers.

What's the story behind your product?

CodeMap4AI's answer

CodeMap4AI started as a personal tool to stop ChatGPT from hallucinating when working on real-world PHP/JS projects. The creator realized that by giving the AI a clear map of all files, classes, and DB logic, its answers became dramatically better — so the tool was refined and released for public use.

Which are the primary technologies used for building your product?

CodeMap4AI's answer

  • PHP (core project scanner)
  • JavaScript (for frontend and helper utilities)
  • Bash / CLI scripting (for automation)
  • JSON (for structured output)
  • Apache

Who are some of the biggest customers of your product?

CodeMap4AI's answer

As of now, CodeMap4AI is growing and used mostly by indie developers, freelancers, and small teams. Named enterprise customers are not publicly listed, but early adopters include: - Freelance web developers - AI engineers building full-stack apps - PHP legacy code maintainers - Small software agencies

User comments

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What are some alternatives?

When comparing CodeMap4AI and Privy Coding Assistant, you can also consider the following products

Continue.dev - Continue is the leading open-source AI code assistant. You can connect any models and any context to build custom autocomplete and chat experiences inside VS Code and JetBrains.

TabbyML - Tabby is a self-hosted AI coding assistant, offering an open-source and on-premises alternative to GitHub Copilot

Sourcegraph - Sourcegraph is a free, self-hosted code search and intelligence server that helps developers find, review, understand, and debug code. Use it with any Git code host for teams from 1 to 10,000+.

GitHub Copilot - Your AI pair programmer. With GitHub Copilot, get suggestions for whole lines or entire functions right inside your editor.

smol developer - your personal junior developer

Cursor - The AI-first Code Editor. Build software faster in an editor designed for pair-programming with AI.

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