Show HN: How to stop Claude Code hallucinations using a CLI Truth Layer (apidog.com)

A new workflow combining Apidog CLI with Claude Code has been introduced to streamline natural-language-driven API automation testing. Users can simply type commands in their terminal, such as "Run the user order flow test in dev," and Claude Code intelligently interprets the request to execute the corresponding tests using Apidog CLI. This integration enhances efficiency by automating test execution and result analysis, reducing the manual overhead typically involved in API testing. For the AI/ML community, this signifies a step forward in natural language processing capabilities within software development tools. By leveraging Claude Skills, the AI assistant can understand and execute complex tasks based on intuitive user requests, which can significantly speed up the testing process and improve developer productivity. Key technical features include seamless integration with existing tools, automatic test execution based on user-driven commands, and the ability to analyze results across different environments, showcasing the potential for advanced AI to enhance software testing workflows.