Running a local Qwen 27B on Surface Laptop to boss around Codex and Claude agents
draginol · x · 2026-11-08
Stardock CEO Brad Wardell demos a local-AI orchestration workflow: running a local Qwen 27B model on a Surface Laptop Ultra (NVIDIA RTX, 1% GPU utilization) inside a desktop app called Clairvoyance, managing multiple workspaces and named staff agents (Max, Juniper, Indigo, Halee, Devon) while directing Codex and Claude agents in other workspaces to do tasks like cloning repos. A concrete example of a small local model serving as the orchestrator for cloud coding agents.
More from coding & agent
- Anthropic's guide: turn Claude into a work assistant with Skills and MCP — Arindam_1729 · 2026-11-08
- paper-toss: open-source toy where deleting a file crumples it into a paper ball tossed into a bin — prasenx · 2026-11-08
- Dev benchmarks tiny LLMs on agent tasks: 9B passes 2/5, stepping up to 12B — draginol · 2026-11-08
- Engineer proposes CI/CD could become a handoff to a deployment agent — andreisavu · 2026-11-08
- Dev launches Local AI benchmark scoring models by hardware on agent tasks and speed — draginol · 2026-11-08
- Personal AI dot can now read inbox sign-in codes to log in on your behalf — Dimillian · 2026-11-08