CodeMap4AI
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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 productivity—especially when using ChatGPT, Claude, or other AI assistants outside your IDE.
As a highly flexible feature management platform, Unleash is built to reduce the risk of releasing new features and accelerate software development.
Whether you’re a small team or a large enterprise, Unleash enables you to innovate faster and make data-driven decisions that enhance your user experience.
With market-leading data governance, robust change and access controls, SaaS or self-hosted deployment options, multi-region support, and the flexibility of open-source, you have the freedom to choose the setup that works best for you while maintaining full control over your data.
CodeMap4AI UnleashCodeMap4AI'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.
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.
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.
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.
CodeMap4AI'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
Based on our record, Unleash seems to be more popular. It has been mentiond 4 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
So my first instinct is to setup some sorta feature-flag thing within a CMS so managers can flip the boolean, I'm exploring getunleash.io and GrowthBook.io and we already use Contentful.com within the app but they're saying they "really don't think we need to use any third party thing for a killswitch"... Source: over 2 years ago
We are an Open Source Feature Flagging solution called Unleash, and we are looking to get some feedback from the community on a decision we are trying to make. We are considering offering our developers the option to either write technical content through a Community Content Program for us for a $200 fee, or to donate that amount to charity. Source: over 2 years ago
TLDR: Privacy is really important for us at Unleash. Here you will find the full story on how we ended up with an analytics solution that does not collect personal data and has very short retention. Whenever we evaluate a new feature at Unleash, we always start with one question. How does this fit with our values? This question is powerful. It can quickly qualify or disqualify a feature from consideration, putting... - Source: dev.to / about 3 years ago
Have seen Unleash used: getunleash.io and people seemed happy with it. Source: over 4 years ago
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