PilotDeck
About
PilotDeck, open-sourced in May 2026 by Tsinghua's THUNLP lab with ModelBest and OpenBMB, rethinks agent architecture for people juggling multiple long-running projects, where a single global context window becomes a liability. Each project gets an isolated WorkSpace — its own files, memory store, and accreting skill set — so retrieval stays scoped and parallel projects never pollute each other, and the white-box memory design makes every entry inspectable, editable, and rollbackable, with background Dream Mode consolidating memory during idle windows. Smart Routing classifies task difficulty and dispatches accordingly: complex work goes to a flagship model, routine subtasks to lighter ones, with published figures around 70% cost savings on multi-model workloads. The system runs tasks in the background after sign-off, discovering work and delivering files with summary reports. Native MCP support, lifecycle hooks, and a plugin architecture extend it, and the AGPL-licensed platform targets professional users running multiple concurrent projects.
Other entries by OpenBMB
- ChatDev — agent