You already use AI agents to code. Muppy extends this logic to operations: 9 MCP profiles, AI/LLM Gate with temporal granularity, and every action captured in IMQ — structured log + subprocess stdout/stderr + who/when. Zero SSH, zero ops ticket.
Real actions available immediately, without intermediate scripts
9 MCP profiles + controlled access
Access validated “Until…” with until, granted_by, granted_ts. Automatic expiry.
ai_llm_managed = False. Destructive operations → pending_approval. The human validates.
Every operation captured in IMQ: requesting_user_id + timestamp + log + stdout/stderr.
From read-only discovery to full write access. Profile selected per AI session context.
Every action audited. Every operation reversible. Zero SSH.