Vibe coding sounds effortless, until it isn't. Building a full iPhone app with Claude Code showed me why baby steps, backups, and testing matter.

This is a combination of all the Red Hat CoP Config as Code collections to deploy and configure AAP. This is built for multi environment (meaning multiple AAP instances/clusters). If you want an ...

Testing AI systems is hard. Responses are non-deterministic, you need to validate tool usage, and semantic meaning matters more than exact text matching.