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A reference architecture demonstrating local-first LLM orchestration for SOC compliance workflows. Built on ~11GB VRAM edge hardware using Ollama, featuring a multi-agent coordination pattern with file-based handoffs, a two-lane integration model (human-initiated vs automated processing), and a HITL approval gate for resource-sensitive operations.
Claude-Code-style CLI for your own local LLM fleet. Multi-agent delegation, MCP, hooks, autopilot, 100+ tools (file/shell/web/security/free APIs) — all running on your GPU, no cloud calls.