Comment by Pakvothe

This resonates. We've been moving toward this with AI coding assistants, the ticket description IS the prompt. The better you write the ticket, the better the output. The missing piece is giving the AI agent enough context about your codebase conventions. Things like MCP servers that expose project-specific tools and rules help bridge that gap.