GITHUB TOPIC
47projects include this topic
The "observability" topic on GitHub groups 47 open-source projects in the DeepSeek Harness (DSH) ecosystem, led by dsh-maze with 84 GitHub stars. dsh-maze — DeepSeek Harness's execution maze—see how Agent actually works: maze timeline · data tracks · deterministic execution analysis · multi-session comparison | The execution maze for DSH agents: maze timeline, per-step data tracks, deterministic execution analysis, multi-session comparison. Every project here is indexed by DSH Universe with live GitHub data — stars, activity and install status — so you can compare and install directly.
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Exact GitHub Topic match
lamost423
DeepSeek Harness's execution maze—see how Agent actually works: maze timeline · data tracks · deterministic execution analysis · multi-session comparison | The execution maze for DSH agents: maze timeline, per-step data tracks, deterministic execution analysis, multi-session comparison. Formerly dsh-trace-compare.
PerryLink
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 (approval-gated writes, automatic backups) and a tool trial console over the official tool pipeline (Apache-2.0, 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.
TencentCloud
tencentcloud-agentobs-sdk-dsh is a DeepSeek Harness (DSH) observability plugin that reports GenAI trace data directly to Tencent Cloud Log Service (CLS). It observes DSH-native session, agent loop, LLM stream and tool lifecycles, converting them into the 5-layer span hierarchy model of the Tencent Cloud AI Agent observability spec (entry → agent → step → chat → tool), and reports directly to CLS via tencentcloud-cls-sdk-js, with no extra OTLP collector or sidecar deployment.
Shiye-10Pages
🐳 Whale Meter: how many tokens have you burned on DeepSeek Harness? Usage tiers, shareable achievement cards, accurate pricing for 46 models from 6 vendors (including China tiered pricing), before/after comparison of the 8·17 price change. Zero config, all data stays local | Token usage tiers & cost dashboard for DSH
PerryLink
OpenTelemetry and Langfuse observability exporter for DeepSeek Harness: turn/step/tool/LLM spans, token and cost metrics, sanitized prompt/completion capture, async batching, bounded offline buffering, retry with backoff
tma1-ai
What a DeepSeek Harness run costs in tokens, money, and time. OpenTelemetry traces, metrics, and logs in GreptimeDB, with seven Grafana dashboards.
guhanfei-ai
Let DSH help you enrich observability of the physical world
YiHarvest
Local-first failure evidence capsules for DeepSeek Harness sessions
Cavan-Ou
Zero-touch runtime telemetry for DeepSeek Harness: every session writes its own report card (task/model/tools/failures/duration) into a human-readable journal. Pure-observer runtime fact telemetry.
FreePeak
Bounded agent loop for DeepSeek Harness: budget ceilings, cheap-first routing, loop hygiene detectors, and a human-in-the-loop ops dashboard.
030611
Observe-only provenance ledger over public DeepSeek Harness runtime evidence
gwsbhqt
洞察 — read-only insight panel for a DeepSeek Harness profile: where every plugin, service, tool and model came from, which config layer inserted or disabled it, and what is running right now.
dawsondx
Token usage dashboard, provider balances, and subscription quotas for the DeepSeek Harness (DSH) web GUI
fly3366
Unified plugin-dimension observability (trace/log/metric) for deepseek-harness: registers global OTel providers + OTLP export, bridges dsh session telemetry, GenAI semconv ready
forrestsweet
DeepSeek Harness session replay and redacted sharing plugin: export real Agent trajectories as standalone interactive HTML for docs, demos and issue reports.
jeremy9682
This repository has no project description yet.
omdsh-dev
DSH Web UI file tracking plugin: records and views files the model read/wrote/edited, with line-numbered content and terminal-style line-by-line diff (red delete, green add, blue modify), hunk context folding, draggable height. Compatible with DSH dsh-v0.1.2-alpha.1, pure client-side, zero core changes.
vibeinging
DeepSeek Harness telemetry backend that exports turns, model steps, and tool calls to yiTrace over HTTP.
wellorbetter
DSH web plugin: see every session's conversation progress and token usage at a glance — all-windows overview, session analysis, cost estimation, and a token heatmap. Window stats plugin: see all sessions' conversation progress and Token usage at a glance — all-window overview, session analysis, cost estimation, Token heatmap.
xxiaoxiong
Privacy-conscious Prometheus metrics and Grafana dashboards for DeepSeek Harness
Zongwei9888
🌊 Abyss Agency · Abyss — paints DeepSeek Harness multi-agent runs as an agency you can see: delegation lineage, per-agent cost and failure attribution, context level, attendance timeline; past cases can be replayed and exported as a Markdown retrospective in one click. A DeepSeek Harness plugin that turns an agent fleet into an office you can watch.
791813037
Turn a DeepSeek Harness run into a readable story — chapter stream, causal nesting, every claim backed by evidence.
ddtcorex
Observability / debug tooling for DeepSeek Harness: trace, cost, and health capture + client dashboard.
eversko
Privacy-safe flight recorder and incident reports for DeepSeek Harness.
gordonlu
Request Context Profiler for DeepSeek Harness — see what changed between model requests, and how cache reuse changed with it.
guiyi-labs
Evidence-first Kubernetes runtime diagnosis with case memory — a DSH skill (+ aiops CLI twin).
krimvp
OpenTelemetry plugin for DeepSeek Harness (dsh) — traces and metrics for agent runs, tools, and model calls
lhh010
DSH Web UI file tracking plugin: records and views files the model read/wrote/edited, with line-numbered content and terminal-style line-by-line diff (red delete, green add, blue modify), hunk context folding, draggable height. Compatible with DSH dsh-v0.1.2-alpha.1, pure client-side, zero core changes.
ssdyg4444-sys
Runtime data-flow audit log for DeepSeek Harness: who mutated what, in what order - per-plugin, per-fiber attribution.
TGYD-helige
Generic DeepSeek Harness (dsh) plugins: A2A protocol server, session storage mirror, and Langfuse observability.
yinshi1226-ai
DeepSeek Harness local cost estimator: view usage by hour, project and task in the macOS menu bar｜Local cost and usage tracker
121212165
DeepSeek Harness (dsh) plugin: token throughput telemetry — per-turn cards + aggregate TPS view from real harness data
abinzhao
Privacy-safe request flight recorder for DeepSeek Harness
biubiukam
Runtime nutrition labels for DeepSeek Harness plugins and tools, with bounded evidence for tool, filesystem, network, and side-effect activity.
DTALEX66
Client-neutral AI-agent control plane: user global config overlay for Hermes/Codex/DSH/GitHub/Open Design/OpenHuman via one adapter contract (CC Switch observe-only). Modules: client-neutral-core (task/telemetry ledger, sidecar), services (orchestration/policy/receipts), read-only observer. Authority chain + exact-SHA CI gates.
guhanfei-ai
Deterministic search, log and evidence acquisition for AI agents. OpenSearch-first, provider-neutral, strictly read-only.
hdjebar
Container-deployable agent harness on DeepSeek Harness — multi-provider routing, plugin-extensible personas and skills, local OpenTelemetry tracing and cost attribution.
Hubert-hwk
Self-diagnosing plugin family for DeepSeek Harness (dsh): deterministic detour detection over the SessionEvent log, replay-verified optimization suggestions, and accepted-fix sediment.
igormel81
DeepSeek Harness (dsh) plugin: live token cost of every chat, its subagents and the whole session tree — DeepSeek, OpenAI, Anthropic, Gemini, Kimi, Grok and Mistral prices from a bundled catalog, plus an append-only JSONL cost log in your project folder.
lisycotana
Observability for DeepSeek Harness code-mode sub-dispatches: the tool calls a run_code program makes that the model never sees.
Monicaxixi
DeepSeek Harness dsh-plugin for bounded, cursor-aware log inspection
QTATQ233
DSH 运行时监察：工具调用 / 事件循环 / 错误风暴实时体检 + 按调用强制停止 + 右下角红绿灯挂件（0 token）
softspark
Processes tab for DeepSeek Harness: every agent and subagent of a conversation as a live console with paired tool requests and responses, installed as one profile bundle.
stadeummwt
tachytelicdetonation
Architecture observability plugin for DeepSeek Harness: map successful agent edits to diagram components and surface stale source mappings.
thezavtrak-a11y
Money on the screen for the DeepSeek Harness web GUI: per-turn USD cost in the chat, a Cost tab with charts, ratings and an interactive spend timeline, and a local price table you control.