DeepSeek Harness Plugins Cover Agent Debugging, Memory and Multi-Agent Workflows
The practical insight is that agent engineering now splits into distinct plugin layers — observability, execution efficiency, orchestration, memory — rather than one monolithic harness, and dsh-context in particular signals a shift toward decision-level debugging. Developers running long or multi-agent DeepSeek workflows can adopt these directly to cut token costs and diagnose drift. Teams designing autonomy policies will find the task-grading and human-takeover gap a concrete roadmap for their own tooling.
