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CodeMap4AI helps AI understand your entire codebase by generating a structured map of your project. It minimizes hallucinations, improves code suggestions, and boosts productivityโespecially when using ChatGPT, Claude, or other AI assistants outside your IDE.
CodeMap4AI
NativeCodeCodeMap4AI'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 itโs purpose-built to reduce AI hallucinations and improve the accuracy of code-related prompts.
NativeCode's answer:
CodeMap4AI's answer
Developers who use AI tools (like ChatGPT, Claude, or Copilot) to write, refactor, or understand code โ especially those working on large, unfamiliar, or legacy projects. Also ideal for freelancers, indie developers, and teams onboarding new engineers.
NativeCode's answer:
CodeMap4AI's answer
Because it provides clean, AI-ready context without requiring IDE integration or sending code to external servers. Itโs fast, private, and works well in any setup โ from local terminals to AI chat interfaces. Itโs also helpful for humans, offering a high-level view of any codebase in seconds.
NativeCode's answer:
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 โ so the tool was refined and released for public use.
NativeCode's answer:
๐ How I build NativeCode: the COVID pandemic was going on, I quit my job and started my career as a freelancer. It was the toughest decision, but now I thank God. I found every service-based business is struggling with cash flow, so I decided to help them and started NativeCode in 2020.
๐ค Helped 1600+ people into SaaS founders: In 2020, I launched my first product, GoBiz VCARD SaaS, in the Envato Marketplace. Sequently, 9 products are launched in the marketplace.
๐ Setting goal to transform more people and help them to become SaaS founders.
CodeMap4AI's answer
NativeCode's answer:
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
NativeCode's answer:
I compared all the vcard saas scripts and finally, it ended with NativeCode's GoBiz. It satisfy me all the way.
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