Every goal finds its own path
Each agent masters one domain and carries a proven way of working. State your goal — the right path emerges, and the work is carried through to a deliverable result.
Each agent specializes in one domain and carries a proven way of working. Combine them around your goal instead of memorizing fixed workflows.
Conversations, todos, confirmations, artifacts, and long-term context stay together. Completed work remains useful the next time.
Follow agent reasoning, tool calls, progress messages, and results in real time.
Background workers poll queued turns and stream events back in real time, up to 5 concurrent.
The chat UI and inbound IM share message parsing, similarity matching, and agent-change splitting.
State what you want to do. Chengxi understands the goal, matches the right agents, lets the right path emerge through action, and carries the work through to a deliverable result.