Different AI tools are useful for different delivery jobs. Claude can help with reasoning and writing, Codex can work deeply inside codebases, Gemini can support multimodal and ecosystem workflows, and custom MCP tools can connect the stack.

The practical question is where each tool improves quality, speed, or operations without weakening review and accountability.