Context Engine and Avouch emerge as tools to prevent agent hallucination and API errors

According to emerging tooling reports, Context Engine prevents AI agents from calling non-existent APIs, while Avouch provides free local code review as an alternative to paid AI review services. Both tools address agent hallucination and workflow inefficiency in agent-assisted development.