Key takeaways
Qiwu Featured walks through DeepSeek Harness (DSH): an agent runtime that turns model answers into sustained work. Core idea: Everything is a Plugin (Cordis). Along one task’s execution path it covers Agent Loop (Step/Turn), Goal / sub-agents / Workflow / Ralph, session event logs and compaction, capability seams, and the permission pipeline — plus realistic preview-stage limits.