observability 48

Read-only DSH session insights and local model usage statistics

MCP management console for the official DeepSeek Harness MCP client: /mcp command with health diagnostics and pipeline trial calls, a Settings MCP tab with server CRUD (append-only profile-patch fragments, approval-gated writes with automatic backups), a

DeepSeek Harness plugin bridge for AgentDebugX diagnostics

Standalone OpenTelemetry GenAI observability plugin for DeepSeek Harness

OpenTelemetry and Langfuse observability exporter for DeepSeek Harness: turn/step/tool/LLM spans, token and cost metrics, and sanitized LLM prompt/completion capture from the session/event stream, with async batching, bounded offline buffering, and retry

Langfuse observability for DeepSeek Harness: OpenTelemetry traces, compaction, feedback Scores, and fork lineage

Session replay, fork-tree, audit & compare visualization for DeepSeek Harness — time machine for your agent sessions

What a DeepSeek Harness run costs in tokens, money, and time. OpenTelemetry traces, metrics, and logs in GreptimeDB, with seven Grafana dashboards.

Local-first failure evidence capsules for DeepSeek Harness sessions

Conversational Grafana operations for DeepSeek Harness: inspect live observability data and make safe, reviewable dashboard changes

Privacy-minimal heuristic per-turn execution summaries for DeepSeek Harness

OpenViking in the DSH web GUI: a Studio panel, a per-session memory-commit status pill with its commit timeline, and a right-sidebar tab showing what the current session retrieves.

Behavior-drift reports for DeepSeek Harness agents: compare two session logs and see exactly how behavior changed — tool sequence, file operations, reasoning volume, timing, retries — no third-party dependencies, CI-ready.

dsh-langfuse: Langfuse LLM observability for DeepSeek Harness — one OpenTelemetry trace tree per agent session, with feedback scores and subagent lineage.

Read-only Sentry issue and event tools for DeepSeek Harness.

Token usage dashboard, provider balances, and subscription quotas for the dsh web GUI

Read-only Grafana metrics and alert tools for DeepSeek Harness.

A phone client for DeepSeek Harness: sessions, live chat, delivery files (images and PDFs inline) and a real-time metrics row.

Tool-health sentinel for DSH: cross-session tool success/latency/error history, chronic-failure warning injected into the system prompt, report tool + /tool-health command + GET /dsh-tool-health/summary.

Unified observability (trace/log/metric) for deepseek-harness plugins: hooks dsh session telemetry where available, maintains OTel signals where not, and exports via standard OTLP.

X-ray for your DeepSeek Harness — diagnostics for what's actually loaded, why, and what it costs: per-plugin context-tax attribution, per-request token ledger, skill catalog pricing, dependency cascades.

OpenTelemetry traces backend for the DeepSeek Harness telemetry seam: folds agent session events into OTLP span trees

Read-only live terminal dashboard for DeepSeek Harness sessions: a Host plugin that normalizes session events onto a local socket, plus a standalone full-screen `dsh-live-trace` viewer.

Privacy-conscious Prometheus metrics and a Grafana dashboard for DeepSeek Harness

DeepSeek Harness (dsh) plugin: persist session trajectories to S3/OSS (JSONL) and OTel GenAI spans (OTLP).

DeepSeek Harness plugin that captures the raw HTTP request and response bodies of model provider calls, shows the request body as a collapsible size-annotated JSON tree in a Conversation View tab and on a loopback viewer page, and assembles SSE responses

Project DeepSeek Harness EventLogs into GenAI spans and write TLS trace records with Producer SendLogs.

DSH 结构、插件关系、版本适配与运行状态可视化面板

OpenTelemetry (OTLP/HTTP) + Langfuse trace exporter for DeepSeek Harness — GenAI semconv, sanitized before send, batched with retry, off by default.

Content-free request and stream diagnostics for DeepSeek Harness

Grafana capability for DeepSeek Harness: composes the community mcp-grafana server with Grafana-specific prompt guidance and a troubleshooting skill

Litefuse observability for DeepSeek Harness: every user turn becomes one agent trace with per-call generations, tool spans, and subagent subtrees

DSH 思维链可视化：把模型的实时思考按 turn → step →（思考原文 + 工具调用）聚合成可读的右侧栏视图

DSH plugin: deliver the real failure reason (e.g. RATE_LIMIT 429) to the parent agent when a background subagent fails, instead of an empty "Its closing message:"

Evidence-backed runtime nutrition labels for DeepSeek Harness plugins and tool namespaces

Tencent Cloud Service CLS observability plugin for DeepSeek Harness — direct upload to Tencent Cloud CLS

Human-and-agent control plane for DeepSeek Harness — visualize live wiring, trace activity, and safely automate plugin blueprints.

本地优先的 Harness 运行遥测插件：记录请求、模型、工具与插件生命周期指标（延迟、Token、成本、错误、缓存），默认不采集内容。Local-first Harness telemetry plugin for DeepSeek Harness. npm 包 dsh-local-telemetry（dsh-telemetry 名已被第三方占用）。

DSH settings UI for shared plugin logging levels and file format

Prompt hygiene, observability, and policy middleware for DeepSeek Harness

Sleev routing observability for DeepSeek Harness

The front page for a session you left running: what happened, what broke, and what is waiting on you — computed from the durable event log, never generated by a model.

Prompt audit for dsh: record a content-addressed digest of every assembled model request — per message (role, id, content hash, author) plus the effective system prompt's identity and hash — to a sidecar file outside the session log. Answers "was this tex

Tencent Cloud Service CLS observability plugin for DeepSeek Harness — direct upload to Tencent Cloud CLS

CLS observability plugin for DeepSeek Harness — direct upload to Tencent Cloud CLS

Live hardware load panel for the DeepSeek Harness web GUI: a btop-style tab showing CPU load per core and overall, DRAM usage, CPU temperatures, and per-GPU temperature/load/power/VRAM. Reads /proc and nvidia-smi on the host and polls ~1s in the browser.

Remembers which DeepSeek Harness tools have been failing, across sessions, and tells the next session — so an agent stops rediscovering a dead endpoint one failed call at a time.

Processes tab for DeepSeek Harness: a live per-process console (main agent and every subagent) with raw tool requests, responses and timing, installed as one profile bundle.