OpenAI Observability, Cost Tracking & Runtime Control
Trace GPT-4o, o1, and embeddings calls with automatic token attribution, streaming latency visibility, tool-call tracking, and runtime execution budgets.
Two Ways to Instrument OpenAI
Choose pure in-process telemetry with our SDK wrapper, or edge policy enforcement with the Proxy Gateway:
SDK Client Wrapper
Wraps standard OpenAI client in Node.js or Python. Dispatches telemetry asynchronously without proxy latency.
Proxy Gateway
Change your OpenAI baseURL to the Observyze edge gateway to enforce pre-dispatch security and circuit breakers.
TypeScript & Python Setup
Instrument your OpenAI calls in seconds with full typing and streaming compatibility:
import OpenAI from "openai";
import { ObservyzeClient } from "@observyze/sdk";
const observyze = new ObservyzeClient({
apiKey: process.env.OBSERVYZE_API_KEY!,
projectId: process.env.OBSERVYZE_PROJECT_ID!,
});
// Wrap the client for automated trace capture
const openai = observyze.wrapOpenAI(new OpenAI());
const response = await openai.chat.completions.create({
model: "gpt-4o",
messages: [{ role: "user", content: "Analyze sales data" }],
temperature: 0.2,
});Frequently Asked Questions
Technical details, integration patterns, and operational controls.
Wrap your OpenAI client instance using observyze.wrapOpenAI(new OpenAI()). All chat completions, tool calls, and streaming responses are captured asynchronously without modifying your prompt payloads.
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Want to test without installing anything?
Explore 6 pre-configured production scenarios in our interactive Demo Mode.