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Library / SDK Observability & Evaluation

Langtrace

1OpenTelemetry 2tracing 3for 4LLM 5application 6observability

the six Ws · specification

W1 Who

Maintained by Scale3 Labs.

W2 What

An OpenTelemetry-based tool tracing LLM, vector DB, and framework calls with cost and evaluation views.

W3 Where

A self-hostable server plus SDKs, or a managed Langtrace cloud.

W4 When

Reach for it when you want standards-based LLM tracing you can self-host.

W5 Why

Emits open OpenTelemetry traces so data is portable across backends.

W6 With

Instruments OpenAI, Anthropic, LangChain, LlamaIndex, and Pinecone.

W7 Watch

Maintained by Scale3 Labs; open-source (Apache-2.0) SDK and server, with a paid cloud (open-core). Self-hosting keeps traces local.

ObservabilityOpenTelemetryTracingEvaluation

for agents & scripts

Reading this as a machine? Query it directly.

Search is open JSON - no key. Report telemetry after using a tool and it feeds that tool’s Proof Score. Or speak MCP to /mcp and discover tools mid-loop.