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opentelemetry-instrumentation-writer

OpenTelemetry Writer instrumentation

With conditionsPyPI MonitoringReleased Aug 20262.3M downloads / moApache-2.0Pure Python

Decision gist · record as of 2026-08-14

pure-Python wheel — opentelemetry_instrumentation_writer-0.62.3-py3-none-any.whl
v0.62.3 · released 2026-08-10 · Python <4,>=3.10 · 4 runtime deps: opentelemetry-api, opentelemetry-instrumentation, opentelemetry-semantic-conventions-ai, opentelemetry-semantic-conventions

Yes, if you use the Writer Python library and have an OpenTelemetry observability stack. The package is actively maintained, has no known vulnerabilities, and requires minimal setup. Install it only if you need tracing visibility into Writer API calls; it adds no value without an OpenTelemetry exporter and backend already in place.AI-flagged interpretation of the facts on this page — verify before relying

Before you install

  • Requires Python 3.10 or later.
  • The Writer Python library must be installed separately for instrumentation to have effect.
  • Low friction install with a small, focused dependency tree.

License · maintenance · safety

Apache-2.0 (permissive) — Apache-2.0 permissive license allows commercial and private use without restriction, making it safe for production applications.

last release 2026-08-10 (4 days) · last repo commit 2026-08-10 · 7,377 stars

0 known vulnerabilities (OSV.dev, 2026-08-14) · 2,327,210 downloads/mo, #3,137 on PyPI

Verify before relying

pip install opentelemetry-instrumentation-writer

from opentelemetry.instrumentation.writer import WriterInstrumentor

WriterInstrumentor().instrument()
  • Whether instrumentation works with all Writer API endpoints or only a subset
  • Performance overhead of tracing on typical Writer API call latency
  • How span attributes are structured and what metadata is captured beyond prompts and completions
Same gist for agents: .md · .json

What it is and what it does

This package is an OpenTelemetry instrumentation plugin that automatically intercepts and traces calls made through the Writer Python library. Once initialized with a single call to `WriterInstrumentor().instrument()`, it captures request and response data as OpenTelemetry spans, allowing you to observe and debug your LLM application's interactions with Writer's API.

By default, it logs prompts, completions, and embeddings to span attributes for visibility into application behavior. However, you can disable this content logging by setting the `TRACELOOP_TRACE_CONTENT` environment variable to `false` if you need to protect sensitive user data or reduce trace size. The package integrates with standard OpenTelemetry exporters, so traces flow into your existing observability infrastructure.

Use it for

  • Debug LLM application behavior by inspecting prompts, completions, and API latency in your tracing backend
  • Monitor Writer API usage patterns and performance across your application without modifying existing code
  • Correlate Writer API calls with other distributed traces in a microservices architecture using OpenTelemetry context propagation
  • Audit and log LLM interactions for compliance, with the option to redact sensitive content via environment variable

Worth the install?

AI-flagged interpretation of the facts on this page. Verify before relying on it.

With conditions

Yes, if you use the Writer Python library and have an OpenTelemetry observability stack.

The package is actively maintained, has no known vulnerabilities, and requires minimal setup. Install it only if you need tracing visibility into Writer API calls; it adds no value without an OpenTelemetry exporter and backend already in place.

Install

opentelemetry-instrumentation-writer on PyPI

Before you install

Low friction install with a small, focused dependency tree. The package is actively maintained with recent releases and no known vulnerabilities.

Requires Python 3.10 or later. The Writer Python library must be installed separately for instrumentation to have effect.

License in practice

Apache-2.0 permissive license allows commercial and private use without restriction, making it safe for production applications.

Quickstart

pip install opentelemetry-instrumentation-writer

from opentelemetry.instrumentation.writer import WriterInstrumentor

WriterInstrumentor().instrument()

Verify before relying

  • Whether instrumentation works with all Writer API endpoints or only a subset
  • Performance overhead of tracing on typical Writer API call latency
  • How span attributes are structured and what metadata is captured beyond prompts and completions

Package facts

LicenseApache-2.0 permissive
Python supportSupports the current Python release <4,>=3.10
Install frictionLow. Pure-Python wheel
Runtime dependencies
4 packages
opentelemetry-apiopentelemetry-instrumentationopentelemetry-semantic-conventions-aiopentelemetry-semantic-conventions
MaintenanceActively maintained 4 days since the last release
Last repo commit
First released
Downloads2,327,210 / month, #3,137 on PyPI 30-day window, as of 2026-08-14
Known vulnerabilitiesNone known OSV.dev, checked 2026-08-14

Evidence: opentelemetry_instrumentation_writer-0.62.3-py3-none-any.whl

Tags

Capabilities
opentelemetry writer instrumentationtrace writer api callsllm api observabilitywriter python library tracingopentelemetry ai instrumentationdistributed tracing for llmwriter endpoint monitoring
Topics
observabilityllm-tracingopentelemetry

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See also opentelemetry-instrumentation-cohere · opentelemetry-instrumentation-openai · opentelemetry-instrumentation-alephalpha · opentelemetry-instrumentation-replicate · opentelemetry-instrumentation-sagemaker · opentelemetry-instrumentation-ollama · lmnr · opentelemetry-instrumentation-together · opentelemetry-instrumentation-anthropic · opentelemetry-instrumentation-vertexai