sandbase-harness
sandbaseai
Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local Console.
DSH-PLUGIN STORE / LIVE CATALOG
聚合 GitHub 上的 DSH 插件,打造 DeepSeek Harness 生态的一站式目录。
47 个项目,匹配「observability」
sandbaseai
Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local Console.
agentic-os-org
ANOLISA (Agentic Nexus Operating Layer & Interface System Architecture) | Agentic OS with runtime, security, observability, and Tokenless response compression for lower token usage and cost.
aa2246740
Read-only Agent work-path observer for DeepSeek Harness
wink-run
Token Bank — the local LLM gateway that sits between your AI agents and every provider. Know where tokens go · Spend less with smart routing to Ollama, Groq, GitHub Models · Earn by sharing idle quota on a community P2P network. One-click onboarding for Cursor, Claude Code, Codex CLI, Gemini CLI — no agent changes. Full trace, seamless model swap
lamost423
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.
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.
Oscar-Williams
Know when your DeepSeek Harness tasks need you. Local alerts, quiet notifications, and a task inbox.
lizhiyao
OMK — Evidence-backed evaluation and observability for prompts, RAG, skills, agents, and workflows. Native Codex, Claude Code, and DeepSeek Harness support.
npxcnency-ux
Langfuse-style trace viewer for pi-agent — local-first, zero-setup, single-file HTML
TencentCloud
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。
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
linyp
Langfuse observability for DeepSeek Harness (dsh): exports agent sessions as OpenTelemetry trace trees (GenAI semconv) to Langfuse's OTLP endpoint
Shiye-10Pages
🐳 鲸鱼电表:你在 DeepSeek Harness 上烧了多少 token?消耗量段位、可晒的战绩卡、6 家厂商 46 个模型精准计价(含国内分档)、8·17 调价前后对比。零配置,数据全在本机 | Token usage tiers & cost dashboard for DSH
PerryLink
Cost governance for DeepSeek Harness: aggregated token/cost metering per model, session and day, budget caps with threshold alerts and over-limit policies, carbon footprint estimation, per-model latency benchmarks, a Settings budget tab, and the /budget command
tma1-ai
What a DeepSeek Harness run costs in tokens, money, and time. OpenTelemetry traces, metrics, and logs in GreptimeDB, with seven Grafana dashboards.
PerryLink
Read-only performance diagnostics for DeepSeek Harness: session load/restore timing, spill-hit counts, compaction count and trigger, context-injection volume (AGENTS.md/skills/tool-schema token share), and LLM cache hit rate — surfaced via /fast, persisted as reconstructable session events with async sampling off the model path.
YiHarvest
Local-first failure evidence capsules for DeepSeek Harness sessions
guhanfei-ai
Agent-native Grafana observability for DeepSeek Harness — dashboards, metrics, trends, alerts and multi-source investigation.
Liu-Bot24
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。
1HelloMan1
DeepSeek Harness usage dashboard with API balance, daily spend, external vision-call accounting, per-model stats, call logs, cache rate, TTFT, and CSV export.
Asif2BD
Mission Control dashboard and human-review workflow for DeepSeek Harness sessions, turns, and tool activity.
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. 纯观察者运行事实遥测。
Edge-Echo
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 — zero dependencies, CI-ready.