Shuge Unlimited

Sep 12, 2026 · Artificial Intelligence

Why Your DeepSeek Harness Agent Stops: It's Not a Bug, It's Authorization

DeepSeek Harness uses three distinct continuation mechanisms—Goal, Ralph, and Workflow—each with explicit trade-offs: Goal requires human resume due to non-persisted activation, Ralph runs fresh sessions with shared workspace, and Workflow lets models write orchestration scripts in isolated worker threads.