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dsh-observe

OpenTelemetry (OTLP) and Langfuse observability exporter for DeepSeek Harness sessions and metrics.

UI & ProductivityTerminal & TUIDeveloper ToolsSecurity & PolicySkills & WorkflowsRemote Execution
13GitHub Stars1ForksUpdated2026-10-04

Install

$ dsh plugin --profile web add "github:PerryLink/dsh-observe#main"

Plugin Overview & Capabilities

AI-assisted organization based on the public repository snapshot. The content must be grounded in source evidence and does not replace compatibility or security verification.

source-grounded
dsh-observe is an observability integration plugin for DeepSeek Harness that streams session events into OpenTelemetry traces/metrics and Langfuse observations. It supports turn, step, tool, and LLM span tracking, token and cost calculation, sensitive data sanitization, asynchronous batching, and offline buffering with exponential backoff retries.

Key Capabilities

  • Exports turn, step, tool-call, and LLM generation spans as OTLP traces and Langfuse observations
  • Tracks per-provider token counters, context pressure, and USD cost calculations
  • Redacts sensitive keys/secrets and applies truncation to prompts and completions before queueing
  • Provides asynchronous batch flushing and bounded durable offline spooling with backoff retry
  • Offers a runtime Typert remote kill switch to start and stop exporting without unmounting

Useful For

  • Monitoring LLM token usage and estimated API cost across DeepSeek Harness sessions
  • Tracing complex multi-step agent executions and tool calls in OpenTelemetry collectors or Langfuse
  • Auditing sanitized agent prompts and responses in enterprise observability infrastructure

Who It Fits

  • AI platform engineers and DevOps teams managing DeepSeek Harness deployments
  • Developers seeking tracing and latency insights for AI workflows

Documented Limitations

  • Does not register interactive model tools; functions strictly as a background collector and exporter
  • Audit events for the exporter itself are not persisted to the local session log
  • No span sampling support; exports all enabled span families

DSH Compatibility

Version-specific runtime evidence collected by DSH Plugin. A missing result means we have not tested that combination yet.

Not tested yetNo runtime compatibility tests have been published yet.

Security Signals

Objective signals discovered from package metadata and source inspection. These are not a guarantee that a plugin is safe.

Dependency Counts

package.json declares 3 runtime, 15 development, 8 peer, and 0 optional dependencies.

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Dsh Bundle Declared

package.json declares DSH bundle metadata.

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License Declared

GitHub reports the repository license as Apache-2.0.

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Package Manifest Available

A root package.json was captured and can be inspected by the registry.

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Prepare Script Detected

package.json declares a prepare lifecycle script that may run during relevant package installation workflows.

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Source Available

Public GitHub source metadata is available for this registry snapshot.

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Source & Registry Notes

Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.

Source repository
PerryLink/dsh-observe
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin
Source checked
5d2839c · 2026-10-05

This project is independently indexed from public source information. DSH Plugin is not affiliated with DeepSeek or the plugin author. Always check the author repository before installation.

Repository Activity

GitHub stars
13GitHub stars
Forks
1
Open issues
0
Last commit
2026-10-04
Last release
2026-10-04
For maintainers

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