AI observability for production agents

Datadog for AI Agents

Trace every LLM call, track cost across models, version prompts, and get alerts before users do. Works with modern model stacks and any provider via manual tracing.

ZappyBee Beta is free while we collect feedback. Fair-use monthly limits apply to prevent abuse.

agent.ts
import { ZappyBee } from "zappybee";
import Anthropic from "@anthropic-ai/sdk";

ZappyBee.init({
  apiKey: process.env.ZAPPYBEE_API_KEY || "tc_live_...",
  baseUrl: process.env.ZAPPYBEE_BASE_URL, // optional
});

const client = new Anthropic();
ZappyBee.wrap(client); // auto-traces all calls

const response = await client.messages.create({
  model: "claude-sonnet-4-20250514",
  max_tokens: 512,
  messages: [{ role: "user", content: "Hello!" }],
});

Everything you need to ship AI with confidence

From prototype to production. Know exactly what your agents are doing, how much they cost, and when something breaks.

Trace Every Step

Full trace timeline: LLM calls, tool calls, reasoning steps, inputs/outputs, tokens, latency, and cost.

Works With Your Models

Claude, GPT, Gemini, Grok, Mistral, Llama, DeepSeek and more. Auto-wrap Anthropic/OpenAI or use manual tracing for anything.

Analytics That Matter

Model usage, daily spend, error rate, average duration, and top models across your agents and projects.

Prompt Versioning

Version prompts, ship changes safely, and compare performance with real usage and outcomes.

Alerts to Email + Slack

Trigger alerts on error rate, cost, and latency. Get notified via email or Slack webhook.

Custom Webhooks

Send signed events (HMAC) for traces, steps, and alert triggers to your incident pipeline.

Teams, Sharing, Retention

Invite teammates, create shareable dashboards, and enforce retention policies for production readiness.

Works with your stack

One SDK plus integrations for popular frameworks

Anthropic Claude
OpenAI GPT
Google Gemini
xAI Grok
Mistral
Llama
DeepSeek
LangChain
CrewAI
TypeScript
Python

Start monitoring your AI agents today

Free in beta. Set up in under 2 minutes.