Error Observability Connectors

Manage Error Monitoring, Logging and Alerts.

CopilotKit Premium provides production-grade error observability with the observability solution of your choice via the onError hook on CopilotKit. This feature requires a publicLicenseKey or publicApiKey and provides structured error events you can forward to your monitoring and analytics systems. See Observability for a complete description of all Observability features.

Quick Setup#

import { CopilotKit } from "@copilotkit/react-core/v2";

export default function App() {
  return (
    <CopilotKit
      runtimeUrl="<your-runtime-url>"
      publicApiKey="ck_pub_your_key" // [!code highlight] - Use publicApiKey for Copilot Cloud
      // OR
      publicLicenseKey="ck_pub_your_key" // [!code highlight] - Use publicLicenseKey for self-hosted
      onError={({ error, code, context }) => {
        // [!code highlight]
        // Send to your monitoring/analytics service
        console.error("CopilotKit Error:", { error, code, context });
        analytics.track("copilotkit_error", {
          code,
          message: error.message,
          context,
        });
      }} // [!code highlight]
      showDevConsole={false}
    >
      {/* Your app */}
    </CopilotKit>
  );
}

Info

Key Configuration:

Use publicApiKey when using Copilot Cloud
Use publicLicenseKey when self-hosting CopilotKit
Both keys provide the same observability features

Getting Your License or API Key#

You can get either type of key from cloud.copilotkit.ai. Sign up for the Developer plan for free if you aren't already signed up.

For Copilot Cloud hosting: Login to CopilotCloud and get your publicApiKey
For self-hosted usage: Login to CopilotCloud and get your publicLicenseKey. Self-hosting will not use Copilot Cloud (other than to get your keys).

Error Event Structure#

The V2 onError callback fires for any error surfaced by CopilotKitCore — including runtime /info failures, agent connect/run failures, tool argument parse/handler failures, transcription errors, and thread-locked conditions. Each event has the following shape:

import { CopilotKitCoreErrorCode } from "@copilotkit/core";

type CopilotKitErrorEvent = {
  error: Error;
  code: CopilotKitCoreErrorCode;
  context: Record<string, any>;
};

error — the underlying Error instance (with message, stack, etc.).
code — a stable string enum (CopilotKitCoreErrorCode) you can switch on. Values include runtime_info_fetch_failed, agent_connect_failed, agent_run_failed, agent_run_failed_event, agent_run_error_event, tool_argument_parse_failed, tool_handler_failed, tool_not_found, agent_not_found, agent_thread_locked, transcription_failed, transcription_service_not_configured, transcription_invalid_audio, and subscriber_callback_failed.
context — a free-form record carrying whatever extra metadata the error site provides (e.g. agentId, runId, toolName, request URL).

import { CopilotKit } from "@copilotkit/react-core/v2";
import { CopilotKitCoreErrorCode } from "@copilotkit/core";

<CopilotKit
  publicApiKey="ck_pub_your_key" // or publicLicenseKey for self-hosted
  onError={({ error, code, context }) => {
    switch (code) {
      case CopilotKitCoreErrorCode.AGENT_RUN_FAILED:
      case CopilotKitCoreErrorCode.AGENT_RUN_ERROR_EVENT:
        logToService("Agent run failed", { error, code, context });
        break;
      case CopilotKitCoreErrorCode.RUNTIME_INFO_FETCH_FAILED:
        logToService("Runtime unreachable", { error, code, context });
        break;
      case CopilotKitCoreErrorCode.TOOL_HANDLER_FAILED:
      case CopilotKitCoreErrorCode.TOOL_ARGUMENT_PARSE_FAILED:
        logToService("Tool error", { error, code, context });
        break;
      case CopilotKitCoreErrorCode.AGENT_THREAD_LOCKED:
        // Show "Agent is busy, retry?" UI
        break;
    }
  }}
>
  {/* Your app */}
</CopilotKit>;

Common Integration Patterns#

Integration with Monitoring (e.g., Sentry)#

import * as Sentry from "@sentry/react";
import { CopilotKit } from "@copilotkit/react-core/v2";

<CopilotKit
  publicApiKey="ck_pub_your_key" // or publicLicenseKey for self-hosted
  onError={({ error, code, context }) => {
    Sentry.captureException(error, {
      tags: {
        copilotkit_code: code,
      },
      extra: {
        context,
      },
    });
  }}
>
  {/* Your app */}
</CopilotKit>;

Custom Analytics#

import { CopilotKit } from "@copilotkit/react-core/v2";

<CopilotKit
  publicApiKey="ck_pub_your_key" // or publicLicenseKey for self-hosted
  onError={({ error, code, context }) => {
    analytics.track("copilotkit_event", {
      code,
      error_message: error.message,
      agent_id: context.agentId,
      run_id: context.runId,
    });
  }}
>
  {/* Your app */}
</CopilotKit>

Server-side Observability Hooks#

In addition to client-side onError, the runtime exposes server-side hooks for LLM request/response/error logging via CopilotObservabilityConfig (see packages/runtime/src/lib/observability.ts). This is the recommended place to wire up backend observability — token counts, latency, full request/response payloads — without depending on the browser.

import { CopilotRuntime } from "@copilotkit/runtime";

const runtime = new CopilotRuntime({
  observability_c: {
    enabled: true,
    progressive: true, // stream tokens/updates as they arrive (vs. buffered)
    hooks: {
      handleRequest: (data) => {
        // data: { threadId?, runId?, model?, messages, actions?, forwardedParameters?, timestamp, provider? }
        logger.info("llm.request", data);
      },
      handleResponse: (data) => {
        // data: { threadId, runId?, model?, output, latency, timestamp, provider?, isProgressiveChunk?, isFinalResponse? }
        logger.info("llm.response", data);
      },
      handleError: (data) => {
        // data: { threadId?, runId?, model?, error, timestamp, provider? }
        logger.error("llm.error", data);
      },
    },
  },
});

The three hooks correspond to the three phases of an LLM call. Custom observability hooks require a valid CopilotKit public API key.

Environment-Specific Setup#

Development Environment#

import { CopilotKit } from "@copilotkit/react-core/v2";

<CopilotKit
  runtimeUrl="http://localhost:3000/api/copilotkit"
  publicApiKey={process.env.NEXT_PUBLIC_COPILOTKIT_API_KEY} // For observability
  showDevConsole={true} // Visual errors for fast iteration
  onError={({ error, code, context }) => {
    // Lightweight console logging in dev
    console.log("CopilotKit Event:", { error, code, context });
  }}
>
  {/* Your app */}
</CopilotKit>

Production Environment#

import { CopilotKit } from "@copilotkit/react-core/v2";

<CopilotKit
  runtimeUrl="https://your-app.com/api/copilotkit"
  publicApiKey={process.env.NEXT_PUBLIC_COPILOTKIT_API_KEY} // [!code highlight]
  showDevConsole={false} // Hide details from end-users
  onError={({ error, code, context }) => {
    logger.error("CopilotKit Error", {
      error,
      code,
      context,
    });

    // Forward to monitoring
    monitoring.captureError(error, {
      extra: { code, context },
    });
  }}
>
  {/* Your app */}
</CopilotKit>

Environment Variables#

For Copilot Cloud Users#

NEXT_PUBLIC_COPILOTKIT_API_KEY=ck_pub_your_key_here

For Self-Hosted Users#

NEXT_PUBLIC_COPILOTKIT_LICENSE_KEY=ck_pub_your_key_here

Troubleshooting#

Production Observability Issues#

No events received in onError:
- Ensure publicApiKey or publicLicenseKey is set (starts with ck_pub_)
- Check that your environment variables are loaded
- Verify errors actually occur (use dev console locally to test)
High-volume logging:
- Keep onError lightweight; batch or throttle before sending to external services
- Consider filtering events by code to reduce noise

Key Configuration Issues#

Wrong key type: Make sure you're using publicApiKey for Copilot Cloud or publicLicenseKey for self-hosted
Invalid key format: Keys should start with ck_pub_
Environment variable not loaded: Check that your environment variables are properly configured for your framework