A complete, actionable build guide derived from a deep read of multica-ai/multica (~22k stars, ~42 MB, dual-language Go + TypeScript monorepo). If you read only one section before coding, read Β§3 The Core Idea and Β§5 The Agent Backend Interface . Everything else hangs off those two ideas. π Table of Contents π§ What Multica Is β and What It Is Not β‘ The 30-Second Mental Model π‘ The Core Idea β Don't Build the Agent Loop, Wrap It ποΈ Architecture at a Glance 4.1 π Process / Service Topology 4.2 π Repo Layout (top-level) 4.3 βοΈ Tech Stack (the load-bearing pieces) π The Agent Backend Interface (the keystone abstraction) 5.1 π The Interface 5.2 π The Factory 5.3 π The Canonical Implementation Pattern (Claude Code) 5.4 π Per-Backend Quirks Worth Knowing 5.5 π Why This Design Wins π The Local Daemon β Polling, Wakeups, Concurrency 6.1 π Lifecycle ( Daemon.Run ) 6.2 π The Poll Loop 6.3 βοΈ Per-Task Pipeline ( handleTask β runTask ) 6.4 π Auto-Detection of Installed CLIs 6.5 π Stable Daemon ID 6.6 π€β¦