Arize-ai/openinference

OpenTelemetry Instrumentation for AI Observability

About the project

OpenInference is a set of conventions and instrumentation plugins for tracing AI applications with OpenTelemetry. It helps developers record language-model calls, retrieval from vector stores, and external tool use for analysis in compatible observability backends. The catalogue entries support instrumentation and use of these tracing conventions.

This repository also configures its own agents. See what openinference tells them →

1.3kStars on the repository
16Mods indexed here, across every type
todayLast push, which is what freshness is scored on
Apache-2.0Licence, which decides whether bodies are shown

Arize-ai/openinference

Agent Claude Code

Leads one OpenInference bug from report to draft PR - reproduce, fix, review, revise.

not rated 1.3k +13 today A 28 tokens original Apache-2.0

Arize-ai/openinference

Agent Claude Code

Reproduces a reported OpenInference bug as a failing automated test. Give it the issue number, labels, the bootstrap report and the suspected package; it reports REPRODUCED with the test path and failing output, or NOTREPRODUCED with what it tried. It never edits non-test code.

not rated 1.3k +13 today A 70 tokens original Apache-2.0

Arize-ai/openinference

Agent Claude Code

Read-only reviewer for OpenInference TypeScript changes - instrumentors, core and semantic conventions under js/packages/. Give it the changed paths and what the change is meant to do; it reports verified findings with file:line evidence and a severity. Spawn it once per review round.

not rated 1.3k +13 today A 62 tokens original Apache-2.0

Arize-ai/openinference

Agent Claude Code

Read-only reviewer for OpenInference Python changes - instrumentors under python/instrumentation/, the openinference-instrumentation core and the semantic conventions. Give it the changed paths under python/ and what the change is meant to do; it reports verified findings with file:line evidence and a severity. Spawn…

not rated 1.3k +13 today A 74 tokens original Apache-2.0

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