dsh
OpenPetsHQ/openpets将 DeepSeek Harness 的生命周期状态、错误与审批请求，桥接到本地运行的 OpenPets 桌面伙伴。
cerebrixos-org/tuning-engines-cli
tuningengines-dsh-plugin
将不含原始内容的 DSH 回合、模型、工具、审批、重试和错误事件导出到 Tuning Engines，用于受治理的追踪、策略评估、成本分析和 Work Session 审阅，并提供磁盘持久化重试队列。
Tuning Engines for DeepSeek Harness
Native DeepSeek Harness telemetry and tool governance for Tuning Engines. The plugin observes the Harness session event log, preserves turn/step/tool-call identity, and exports metadata-only traces through a durable local spool.
Install
export TE_API_KEY="your-tenant-token-or-inference-key"
dsh plugin --profile default add tuningengines-cli
dsh --profile default
Configuration
| Environment variable | Default | Purpose |
|---|---|---|
TE_API_KEY | required | Tenant API token; TE_INFERENCE_KEY is also accepted |
TE_API_URL | https://app.tuningengines.com | TE control-plane URL |
TE_GOVERNANCE_MODE | observe | off, observe, or fail-closed enforce |
TE_TRACE_FLUSH_INTERVAL_MS | 2000 | Background flush interval |
TE_TRACE_BATCH_SIZE | 64 | Maximum locally spooled records per flush |
TE_TRACE_SPOOL_PATH | ~/.tuningengines/dsh-trace-spool.jsonl | Durable queue path |
Data handling
The default and only v1 capture mode is metadata-only. Raw prompts, assistant content, tool arguments, tool results, credentials, and model reasoning are not exported. Tool arguments are represented by a SHA-256 fingerprint for stable correlation without content disclosure.
DeepSeek Harness remains the execution runtime. Tuning Engines supplies the governance, approvals, trace analytics, cost attribution, and review surfaces.
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