The following techniques can make Amazon Q Developer CLI more reliable:
Cross-examining its output with other LLMs like ChatGPT significantly improves quality, often within one or two rounds of back and forth. It functions almost like watching two experts debate.
Providing a reference application that follows best practices helps guide its output.
Manually approving every write operation with a preview prevents unintended changes.
Additional input and other approaches are welcome.