MiniMax M2.7 Runs Multi-Agent Sub-Agents Locally on M3 Ultra | Model Release
A practitioner running MiniMax M2.7 on an M3 Ultra via Opencode demonstrated the model orchestrating multiple sub agents locally, completing complex agentic ta…
Published on MyPrivateClaw
Apr 13, 2026, 8:37 AM UTC
Coverage date
Apr 13, 2026
Last updated
Apr 13, 2026, 8:37 AM UTC
News summary
A practitioner running MiniMax M2.7 locally on an Apple M3 Ultra has demonstrated the model orchestrating multiple sub agents through $1, completing complex multi step tasks without any cloud API dependency. The demonstration, posted to r/LocalLLaMA, shows M2.7 managing agent delegation, tool calls, and result synthesis in a fully local setup. What Happened The setup uses MiniMax M2.7 served locally (192GB unified memory on M3 Ultra allows full BF16 weight offload) connected to Opencode, an open source coding agent framework. The user reported that M2.7's native Agent Teams capability — which provides stable role identity and autonomous decision making across sub agents — translates directly to local multi agent orchestration without requiring any cloud side coordination. The demonstration showed M2.7 spawning sub agents for discrete tasks (code generation, test execution, error analysi…