界面增强
DeepSeek Harness 的执行迷宫——看 Agent 真实怎么干活:迷宫时间轴 · 数据轨道 · 确定性执行分析 · 多会话对比 | The execution maze for DSH agents: maze timeline, per-step data tracks, deterministic execution analysis, multi-session comparison. Formerly dsh-trace-compare.
已验证
agent-observability agent-trajectory ai-agents deepseek-harness
部署运维
OpenTelemetry tracing for DeepSeek Harness (dsh): turns each agent turn into a GenAI span tree — steps, LLM calls with TTFT, tool executions, token usage — exported over standard OTLP to Jaeger, Grafana Tempo, SigNoz, Langfuse, or any compatible backend.
已验证
agent-observability ai-coding deepseek-harness distributed-tracing
文件与数据
tencentcloud-agentobs-sdk-dsh 是一个 DeepSeek Harness (DSH) 可观测插件,直接将 GenAI trace 数据上报到腾讯云日志服务 (CLS)。 它观察 DSH 原生的 session、agent loop、LLM stream 和 tool 生命周期,将其转换为 腾讯云AI Agent可观测规范的 5 层 span 层级模型(entry → agent → step → chat → tool),并通过 tencentcloud-cls-sdk-js 直接上报到 CLS,无需额外部署 OTLP 收集器或 sidecar。
已验证
agent-observability ai-coding deepseek-harness dsh
开发工具
Agent-native Grafana observability for DeepSeek Harness — dashboards, metrics, trends, alerts and multi-source investigation.
已验证
agent-observability ai-agent alerts deepseek-harness
开发工具
DeepSeek Harness(DSH)只读执行轨迹复盘插件,支持规则分析、独立模型解读、证据定位、任务概览与运行对比。
已验证
agent-observability ai-agents deepseek-harness developer-tools
开发工具
Task flow / execution graph plugin for DeepSeek Harness (DSH) — visualize a single task's full run: agents, tools, skills, subtasks, retries, live status. DSH 单任务执行流程图谱插件。
已验证
agent-observability deepseek-harness dsh dsh-plugin
Agent 与会话
Actionable quality diagnostics for DSH agent sessions, with tool-call evidence and next-step recommendations.
已验证
agent agent-monitoring agent-observability agent-skills
Agent 与会话
Durable failure journal for dsh tool calls: every abnormal exit appended to JSONL on disk, folded by error signature, readable back by the agent.
已验证
agent-observability cordis cordis-plugin deepseek
开发工具
Read-only live subagent process inspector for DeepSeek Harness Web
已验证
agent-observability deepseek-harness dsh-plugin subagent
开发工具
DSH 插件:Jupyter 式活体运行本——回合可回放的数据流 DAG,含 git 提交出处节点、子 agent 交接边、持久账本、悬停重跑与 LLM 解释
已验证
agent-observability dag data-lineage dataflow
开发工具
Explain failed DeepSeek Harness agent runs locally, then produce a redacted recovery plan. No model required.
已验证
agent-debugging agent-observability deepseek deepseek-harness