error-monitoring

name	error-monitoring
description	Error monitoring and observability: tool comparison (Sentry, LogRocket, DataDog, New Relic), Sentry setup, structured logging, React error boundaries, alerting, and source maps. Use when setting up error tracking, observability, or debugging production issues.
tags	["development","error-monitoring","sentry","observability","logging","error-boundaries"]
triggers	["error monitoring","sentry setup","error tracking","observability","error boundary"]

Error Monitoring Skill

Reference for setting up production error tracking, structured logging, and observability.

WHEN_TO_USE

Apply this skill when setting up error tracking in a new project, configuring observability tooling, debugging production issues, implementing structured logging, or reviewing alerting strategy. Use the tools comparison to select the right platform for your needs.

TOOLS_COMPARISON

Tool	Best For	Key Features	Pricing Model	Complexity
Sentry	Error tracking, crash reporting	Stack traces, breadcrumbs, release tracking, performance monitoring	Free tier (5K errors/mo), then event-based	Low
LogRocket	Frontend session replay	Session replay, network inspection, Redux/Vuex logging	Free tier (1K sessions/mo), then session-based	Low
Datadog	Full-stack observability	APM, logs, metrics, dashboards, distributed tracing	Per-host + ingestion-based	High
New Relic	Full-stack APM	APM, logs, infrastructure, synthetics, AIOps	Free tier (100GB/mo), then data-based	Medium
Grafana + Loki	Self-hosted log aggregation	Open source, Prometheus integration, log queries	Free (self-hosted), Cloud has free tier	High
Better Stack	Uptime + logging	Uptime monitoring, structured logs, incident management	Free tier, then usage-based	Low

Decision Guide

• Just error tracking for a web app → Sentry (best DX, fast setup)
• Need session replay to debug UX issues → LogRocket or Sentry Session Replay
• Enterprise full-stack observability → Datadog or New Relic
• Budget-conscious, self-hosted → Grafana + Loki + Prometheus
• Uptime + logs in one tool → Better Stack

SENTRY_SETUP

Next.js Setup

npx @sentry/wizard@latest -i nextjs

This auto-configures sentry.client.config.ts, sentry.server.config.ts, sentry.edge.config.ts, and next.config.ts.

Manual Client Config

// sentry.client.config.ts
import * as Sentry from "@sentry/nextjs";

Sentry.init({
  dsn: process.env.NEXT_PUBLIC_SENTRY_DSN,
  environment: process.env.NODE_ENV,
  tracesSampleRate: process.env.NODE_ENV === "production" ? 0.1 : 1.0,
  replaysSessionSampleRate: 0.1,
  replaysOnErrorSampleRate: 1.0,
  integrations: [
    Sentry.replayIntegration(),
    Sentry.browserTracingIntegration(),
  ],
});

Manual Server Config

// sentry.server.config.ts
import * as Sentry from "@sentry/nextjs";

Sentry.init({
  dsn: process.env.SENTRY_DSN,
  environment: process.env.NODE_ENV,
  tracesSampleRate: process.env.NODE_ENV === "production" ? 0.1 : 1.0,
});

Capturing Errors Manually

import * as Sentry from "@sentry/nextjs";

try {
  await riskyOperation();
} catch (error) {
  Sentry.captureException(error, {
    tags: { feature: "checkout", severity: "critical" },
    extra: { userId: user.id, orderId: order.id },
  });
  throw error; // Re-throw after reporting
}

React Setup (non-Next.js)

// src/instrument.ts
import * as Sentry from "@sentry/react";

Sentry.init({
  dsn: process.env.REACT_APP_SENTRY_DSN,
  environment: process.env.NODE_ENV,
  tracesSampleRate: 0.1,
  integrations: [Sentry.browserTracingIntegration()],
});

STRUCTURED_LOGGING

Log Levels

Level	When to Use	Example
error	Unexpected failures requiring attention	Failed payment processing, unhandled exceptions
warn	Degraded behavior, not a failure	Deprecated API usage, slow query, retry attempt
info	Normal operational events	User login, order placed, deployment started
debug	Detailed diagnostic info (dev/staging only)	Function inputs/outputs, cache hit/miss

Structured JSON Format

// Prefer structured logs over string concatenation
// Bad
console.log(`User ${userId} failed to login from ${ip}`);

// Good
logger.warn("login_failed", {
  userId,
  ip,
  reason: "invalid_password",
  attemptCount: 3,
  correlationId: req.headers["x-correlation-id"],
});

Output Format

{
  "level": "warn",
  "message": "login_failed",
  "timestamp": "2026-02-23T14:30:00.000Z",
  "service": "auth-api",
  "correlationId": "abc-123-def",
  "userId": "usr_456",
  "ip": "192.168.1.1",
  "reason": "invalid_password",
  "attemptCount": 3
}

Correlation IDs

• Generate a unique ID per request at the API gateway or first middleware.
• Pass it through all services via x-correlation-id header.
• Include it in every log entry and error report.
• Enables tracing a single user action across multiple services.

// Middleware example
import { randomUUID } from "crypto";

function correlationMiddleware(req: Request, res: Response, next: NextFunction) {
  const correlationId = req.headers["x-correlation-id"] as string ?? randomUUID();
  req.correlationId = correlationId;
  res.setHeader("x-correlation-id", correlationId);
  next();
}

Recommended Libraries

Library	Runtime	Notes
pino	Node.js	Fast, structured JSON, low overhead
winston	Node.js	Flexible transports, widely adopted
structlog	Python	Structured logging for Python

ERROR_BOUNDARIES

React Error Boundary with Reporting

"use client";

import React, { Component, type ErrorInfo, type ReactNode } from "react";
import * as Sentry from "@sentry/nextjs";

interface Props {
  children: ReactNode;
  fallback?: ReactNode;
}

interface State {
  hasError: boolean;
}

class ErrorBoundary extends Component<Props, State> {
  constructor(props: Props) {
    super(props);
    this.state = { hasError: false };
  }

  static getDerivedStateFromError(): State {
    return { hasError: true };
  }

  componentDidCatch(error: Error, errorInfo: ErrorInfo): void {
    Sentry.(error, {
      : { : errorInfo. },
    });
  }

  ():  {
     (..) {
       .. ?? (
        
      );
    }
     ..;
  }
}

  ;

Placement Strategy

// Wrap at route/page level for granular recovery
<ErrorBoundary fallback={<PageErrorFallback />}>
  <DashboardPage />
</ErrorBoundary>

// Wrap at feature level for isolated failures
<ErrorBoundary fallback={<WidgetErrorFallback />}>
  <AnalyticsWidget />
</ErrorBoundary>

• [P0-MUST] Place an error boundary at the app root to catch uncaught errors.
• [P1-SHOULD] Place error boundaries around independent feature areas so one failure doesn't bring down the whole page.
• [P1-SHOULD] Always report caught errors to your monitoring tool inside componentDidCatch.

ALERTING

Severity Levels

Severity	Response Time	Example	Action
P0 — Critical	Immediate (< 15 min)	Auth system down, data loss, payment failures	Page on-call, incident channel
P1 — High	Within 1 hour	Elevated error rate, degraded performance	Notify on-call via Slack/PagerDuty
P2 — Medium	Within 4 hours	Non-critical feature broken, increased latency	Slack alert, next business day
P3 — Low	Next sprint	Cosmetic issue, minor log noise	Ticket in backlog

Avoiding Alert Fatigue

• [P0-MUST] Set thresholds, not raw counts. Alert on "error rate > 5% of requests" not "any error occurred."
• [P1-SHOULD] Group related alerts. 100 instances of the same error = 1 alert, not 100.
• [P1-SHOULD] Use alert cooldowns — don't fire the same alert again within 15-30 minutes.
• [P1-SHOULD] Review and prune alerts quarterly. Remove alerts nobody acts on.
• [P2-MAY] Use anomaly detection (Datadog, New Relic) instead of static thresholds for traffic-dependent metrics.

Recommended Alert Rules

Metric	Threshold	Severity
Error rate (5xx)	> 5% of requests for 5 min	P0
Response time (p95)	> 2s for 10 min	P1
Unhandled exceptions	> 50/min	P1
Failed health check	3 consecutive failures	P0
Memory usage	> 90% for 5 min	P1
Queue depth	> 10K messages for 10 min	P2

SOURCE_MAPS

Why Source Maps Matter

Production JavaScript is minified and bundled. Without source maps, stack traces show obfuscated code with no useful file/line info.

Uploading to Sentry

# In CI/CD pipeline after build
npx @sentry/cli sourcemaps upload \
  --org your-org \
  --project your-project \
  --release $(git rev-parse HEAD) \
  .next/static

Next.js Configuration

// next.config.ts
import { withSentryConfig } from "@sentry/nextjs";

const nextConfig = {
  // Source maps generated but not served to browser
  productionBrowserSourceMaps: false,
};

export default withSentryConfig(nextConfig, {
  org: process.env.SENTRY_ORG,
  project: process.env.SENTRY_PROJECT,
  authToken: process.env.SENTRY_AUTH_TOKEN,
  silent: true,
  hideSourceMaps: true, // Remove source maps from production bundle
});

Rules

• [P0-MUST] Generate source maps during build but do NOT serve them to the browser in production.
• [P0-MUST] Upload source maps to your error tracking tool as part of CI/CD.
• [P1-SHOULD] Tag source map uploads with release version or git SHA for accurate mapping.
• [P1-SHOULD] Delete source maps from the deployment artifact after uploading to the monitoring tool.