Show HN: Cynative – Read-only CLI in Go that explains your live infrastructure (github.com)

Cynative, a read-only command-line interface (CLI) built in Go, has been introduced to help users interact with and analyze their live cloud infrastructure across platforms like AWS, GCP, Azure, and Kubernetes. Utilizing advanced frontier models, Cynative allows users to query their infrastructure with natural language questions, such as identifying publicly exposed resources or auditing IAM roles. Completely read-only by design, it ensures that every API call is secured and authorized, providing a safe way to explore production environments. This tool is particularly significant for the AI/ML community as it leverages large language models (LLMs) for infrastructure management and security assessments, thereby bridging the gap between coding and real-time cloud operations. Cynative operates within an ephemeral sandbox, executing concurrent queries while cross-verifying findings for accuracy. Its design emphasizes security, relying on ambient credentials and strict read-only controls, which mitigate risks associated with executing code in live environments. Cynative showcases how the integration of AI can enhance infrastructure operations and security practices, enabling teams to gain deeper insights without compromising safety.