agent-observability

sandbase-harness

sandbaseai

Open-source CMA-compatible agent runtime for any model, with MCP tools, sandboxed sessions, audit, replay, and a local console. Includes a native DeepSeek Harness bundle over stdio MCP.

dsh-plugin

loongsuite

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.

dsh-session-audit

bwndlct

Session execution analytics and audit reports for DeepSeek Harness — see how your agent actually worked

dsh-agent-replay

forrestsweet

DeepSeek Harness 会话回放与脱敏分享插件：将真实 Agent 轨迹导出为独立交互 HTML，用于文档、演示和问题反馈。

dsh-agent-run-logger

bluefateludi

Local JSONL run tracing plugin for DeepSeek Harness — records agent runs, model steps, tool calls, timings, outcomes, and token usage.

dsh-plugin-runbook

zhan-tz

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