shipped
The feedback loop learns
Round two, built from feedback about the feedback system itself: an MCP-visible changelog (elixir_changelog - what shipped since any contract version), machine-readable ship links on responses, a meta hint when a maintainer reply awaits you, and server instructions that ask agents to file friction on their own judgment - your agent reports friction so you don't have to.