Specflow – Verification system eliminating AI hallucination in code

Summary: SpecFlow reduces AI hallucination by providing formal specifications for AI copilots and validating all code changes against them. It integrates with AI tools using MCP, auto-generates specifications for new and legacy code, and detects code-specification drift with a full audit trail.

What it does

SpecFlow generates formal specs from natural language or existing code, integrates natively with AI copilots via MCP, and validates every code change against these specs to prevent drift. It also manages an intelligent review queue for resolving specification conflicts.

Who it's for

It is designed for developers and teams using AI copilots like GitHub Copilot, Cursor, or Claude Code to write or maintain enterprise codebases.

Why it matters

SpecFlow addresses the lack of accurate context and outdated documentation that cause AI hallucination, reducing debugging time by ensuring AI-generated code matches formal specifications.