The Framework That Stops AI Hallucinations: Managing Context for Reliable Code

As AI coding assistants like Claude become integral to development workflows, teams increasingly face a critical challenge: these tools hallucinate on larger codebases, creating bugs and wasting tokens. The solution is surprisingly simple—a lightweight context management framework that prevents AI from blindly scanning entire projects, instead feeding it precisely curated information. This approach not only eliminates costly hallucinations but also enables seamless model switching without vendor lock-in, making it essential for teams scaling their AI-assisted development practices.