Arize-ai/openinference — OpenTelemetry Instrumentation for AI Observability

Description and use

Arize‑ai/openinference provides OpenTelemetry‑compatible instrumentation libraries that enable seamless observability of AI/ML workloads. By automatically capturing traces, metrics, and logs from model serving, training pipelines, and data processing components, it lets developers monitor performance, detect anomalies, and gain end‑to‑end insight into their AI systems. The project is open source and integrates with existing orchestration platforms to simplify AI observability across the entire stack.

Problem

Arize-ai/openinference helps turn isolated prompts and tools into repeatable agent workflows.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• coordinate multi-agent workflows
• add tool-use pipelines
• standardize agent memory

Evidence

OpenTelemetry Instrumentation for AI Observability

Source