Failpoint – An AI that identifies why your project or idea may fail

Summary: Failpoint is an AI tool designed to detect flaws in project logic and architecture rather than just syntax errors. It provides a blunt, reality-check assessment to reveal potential failure points before extensive development, running entirely in memory without storing data.

What it does

Failpoint analyzes your code and project goals to identify structural and conceptual weaknesses that could cause failure at scale. It shifts focus from code cleanliness to uncovering failure paths by understanding the intent behind the project.

Who it's for

It is intended for developers and project creators seeking an honest, critical review of their architecture and logic to avoid costly mistakes during development.

Why it matters

Failpoint addresses the common issue of AI tools providing overly polite feedback, helping users detect logic gaps and flawed ideas early to prevent wasted effort on unsustainable projects.