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Webhook Testing & Debugging: Complete Guide to Local Development and Troubleshooting

Master webhook testing and debugging with ngrok, Cloudflare Tunnel, RequestBin, and custom test harnesses. Learn systematic approaches to troubleshoot webhook failures in development and production.

By Inventive Software Engineering
Webhook Testing & Debugging: Complete Guide to Local Development and Troubleshooting

Testing and debugging webhooks presents unique challenges—you can't simply call an endpoint and inspect the response. Webhooks are triggered by external systems, arrive asynchronously, and often require signature verification that's difficult to replicate manually. This guide provides a systematic approach to webhook testing and debugging across development, staging, and production environments.

The Webhook Testing Challenge

┌─────────────────────────────────────────────────────────────────────┐
│                    WEBHOOK TESTING COMPLEXITY                       │
├─────────────────────────────────────────────────────────────────────┤
│                                                                     │
│   Traditional API Testing          Webhook Testing                  │
│   ─────────────────────            ───────────────                  │
│   You control the request    →     Provider controls the request    │
│   Immediate response         →     Asynchronous delivery            │
│   Easy to reproduce          →     Triggered by external events     │
│   Simple auth (API key)      →     Cryptographic signatures         │
│   Test data you create       →     Real event payloads              │
│                                                                     │
│   ┌─────────┐                      ┌─────────────┐                  │
│   │ Client  │──request──▶          │  Provider   │                  │
│   │         │◀─response─           │  (Stripe,   │                  │
│   └─────────┘                      │   GitHub)   │                  │
│        │                           └─────────────┘                  │
│        │                                  │                         │
│        │                            webhook POST                    │
│        │                                  │                         │
│        │                                  ▼                         │
│        │                           ┌───────────┐                    │
│        └─── can't intercept ───────│ Your App  │                    │
│                                    └───────────┘                    │
│                                                                     │
└─────────────────────────────────────────────────────────────────────┘

Local Development Setup

Using ngrok for Local Testing

ngrok creates a secure tunnel from a public URL to your local machine:

# Install ngrok
npm install -g ngrok
# Or download from https://ngrok.com

# Start your local server
npm run dev  # Starts on localhost:3000

# In another terminal, create a tunnel
ngrok http 3000

This produces output like:

Session Status                online
Account                       [email protected]
Version                       3.5.0
Region                        United States (us)
Web Interface                 http://127.0.0.1:4040
Forwarding                    https://a1b2c3d4.ngrok.io -> http://localhost:3000

Connections                   ttl     opn     rt1     rt5     p50     p90
                              0       0       0.00    0.00    0.00    0.00

Configure your webhook provider with the ngrok URL:

// Webhook URL to configure in provider dashboard:
// https://a1b2c3d4.ngrok.io/webhooks/stripe

import express from 'express';
const app = express();

// IMPORTANT: Use raw body for signature verification
app.post('/webhooks/stripe',
  express.raw({ type: 'application/json' }),
  (req, res) => {
    console.log('Received webhook:', {
      headers: req.headers,
      body: req.body.toString()
    });

    // Process webhook...
    res.status(200).json({ received: true });
  }
);

app.listen(3000, () => {
  console.log('Server running on http://localhost:3000');
});

Using Cloudflare Tunnel (Free Alternative)

# Install cloudflared
brew install cloudflared
# Or download from https://developers.cloudflare.com/cloudflare-one/connections/connect-apps/install-and-setup/

# Create a quick tunnel (no account required)
cloudflared tunnel --url http://localhost:3000

Using localtunnel (Simple Option)

# Install and use in one command
npx localtunnel --port 3000

# Your URL will be something like:
# https://quiet-tiger-42.loca.lt

Comparison of Tunneling Tools

FeaturengrokCloudflare Tunnellocaltunnel
Free tier1 tunnel, temp URLsUnlimitedUnlimited
Custom domainsPaidFree (with account)No
Request inspectionYes (web UI)NoNo
Replay requestsYesNoNo
Auth/passwordYesYesYes
SpeedFastFastVariable

Webhook Inspection Tools

Webhook.site

Perfect for quickly inspecting payloads without any code:

# 1. Go to https://webhook.site
# 2. Copy your unique URL (e.g., https://webhook.site/abc-123-def)
# 3. Configure this URL in your provider's webhook settings
# 4. Trigger an event and see the payload instantly

Building a Custom Inspection Server

For more control, create a simple inspection server:

// webhook-inspector.ts
import express from 'express';
import crypto from 'crypto';

const app = express();
const webhookLog: WebhookEntry[] = [];

interface WebhookEntry {
  id: string;
  timestamp: Date;
  method: string;
  path: string;
  headers: Record<string, string>;
  body: string;
  query: Record<string, string>;
}

// Log all incoming requests
app.use(express.raw({ type: '*/*' }), (req, res, next) => {
  const entry: WebhookEntry = {
    id: crypto.randomUUID(),
    timestamp: new Date(),
    method: req.method,
    path: req.path,
    headers: req.headers as Record<string, string>,
    body: req.body?.toString() || '',
    query: req.query as Record<string, string>
  };

  webhookLog.unshift(entry);
  if (webhookLog.length > 100) webhookLog.pop();

  console.log('\n=== Incoming Webhook ===');
  console.log('ID:', entry.id);
  console.log('Time:', entry.timestamp.toISOString());
  console.log('Path:', entry.path);
  console.log('Headers:', JSON.stringify(entry.headers, null, 2));
  console.log('Body:', entry.body);
  console.log('========================\n');

  next();
});

// Accept all webhooks
app.all('/webhooks/*', (req, res) => {
  res.status(200).json({ received: true });
});

// View logged webhooks
app.get('/inspect', (req, res) => {
  res.json(webhookLog);
});

// Get specific webhook
app.get('/inspect/:id', (req, res) => {
  const entry = webhookLog.find(e => e.id === req.params.id);
  if (entry) {
    res.json(entry);
  } else {
    res.status(404).json({ error: 'Not found' });
  }
});

// Replay a webhook to your actual handler
app.post('/replay/:id', async (req, res) => {
  const entry = webhookLog.find(e => e.id === req.params.id);
  if (!entry) {
    return res.status(404).json({ error: 'Not found' });
  }

  const targetUrl = req.query.target as string || 'http://localhost:3001/webhooks';

  try {
    const response = await fetch(targetUrl + entry.path, {
      method: 'POST',
      headers: entry.headers,
      body: entry.body
    });

    res.json({
      status: response.status,
      body: await response.text()
    });
  } catch (error) {
    res.status(500).json({ error: String(error) });
  }
});

app.listen(3000, () => {
  console.log('Webhook inspector running on http://localhost:3000');
  console.log('- Configure webhooks to: http://localhost:3000/webhooks/...');
  console.log('- View logged webhooks: http://localhost:3000/inspect');
});

Provider CLI Tools

Stripe CLI

# Install Stripe CLI
brew install stripe/stripe-cli/stripe

# Login to your Stripe account
stripe login

# Forward webhooks to your local server
stripe listen --forward-to localhost:3000/webhooks/stripe

# In another terminal, trigger test events
stripe trigger payment_intent.succeeded
stripe trigger customer.subscription.created
stripe trigger invoice.payment_failed

# Trigger with custom data
stripe trigger checkout.session.completed \
  --add checkout_session:metadata.order_id=12345

The Stripe CLI automatically handles signature computation:

> Ready! Your webhook signing secret is whsec_xxxxx
> 2024-01-15 10:30:45   --> payment_intent.succeeded [evt_xxx]
> 2024-01-15 10:30:45  <-- [200] POST http://localhost:3000/webhooks/stripe

GitHub CLI

# Install GitHub CLI
brew install gh

# Forward webhooks for a specific repo
gh webhook forward \
  --repo=your-org/your-repo \
  --events=push,pull_request \
  --url=http://localhost:3000/webhooks/github

# Test with the smee.io service
# 1. Go to https://smee.io/new
# 2. Configure the smee.io URL in GitHub webhook settings
# 3. Use the smee client locally:
npx smee-client --url https://smee.io/your-channel --target http://localhost:3000/webhooks/github

Unit Testing Webhook Handlers

Testing Signature Verification

// tests/webhook-signature.test.ts
import crypto from 'crypto';
import { verifyStripeSignature, verifyGitHubSignature } from '../lib/webhook-signatures';

describe('Stripe Signature Verification', () => {
  const secret = 'whsec_test_secret';

  function createStripeSignature(payload: string, timestamp: number): string {
    const signedPayload = `${timestamp}.${payload}`;
    const signature = crypto
      .createHmac('sha256', secret)
      .update(signedPayload)
      .digest('hex');
    return `t=${timestamp},v1=${signature}`;
  }

  test('accepts valid signature', () => {
    const payload = JSON.stringify({ type: 'payment_intent.succeeded' });
    const timestamp = Math.floor(Date.now() / 1000);
    const signature = createStripeSignature(payload, timestamp);

    expect(() => {
      verifyStripeSignature(payload, signature, secret);
    }).not.toThrow();
  });

  test('rejects invalid signature', () => {
    const payload = JSON.stringify({ type: 'payment_intent.succeeded' });
    const signature = 't=123456,v1=invalid_signature';

    expect(() => {
      verifyStripeSignature(payload, signature, secret);
    }).toThrow('Invalid signature');
  });

  test('rejects expired timestamp', () => {
    const payload = JSON.stringify({ type: 'payment_intent.succeeded' });
    const oldTimestamp = Math.floor(Date.now() / 1000) - 400; // 6+ minutes ago
    const signature = createStripeSignature(payload, oldTimestamp);

    expect(() => {
      verifyStripeSignature(payload, signature, secret, 300);
    }).toThrow('Timestamp too old');
  });

  test('rejects modified payload', () => {
    const originalPayload = JSON.stringify({ type: 'payment_intent.succeeded' });
    const timestamp = Math.floor(Date.now() / 1000);
    const signature = createStripeSignature(originalPayload, timestamp);

    const modifiedPayload = JSON.stringify({ type: 'payment_intent.failed' });

    expect(() => {
      verifyStripeSignature(modifiedPayload, signature, secret);
    }).toThrow('Invalid signature');
  });
});

describe('GitHub Signature Verification', () => {
  const secret = 'github_test_secret';

  function createGitHubSignature(payload: string): string {
    const signature = crypto
      .createHmac('sha256', secret)
      .update(payload)
      .digest('hex');
    return `sha256=${signature}`;
  }

  test('accepts valid SHA-256 signature', () => {
    const payload = JSON.stringify({ action: 'opened', pull_request: {} });
    const signature = createGitHubSignature(payload);

    expect(() => {
      verifyGitHubSignature(payload, signature, secret);
    }).not.toThrow();
  });
});

Testing Webhook Handlers

// tests/webhook-handlers.test.ts
import request from 'supertest';
import crypto from 'crypto';
import app from '../app';
import { db } from '../lib/database';

describe('Stripe Webhook Handler', () => {
  const webhookSecret = process.env.STRIPE_WEBHOOK_SECRET || 'test_secret';

  function createSignedRequest(payload: object) {
    const body = JSON.stringify(payload);
    const timestamp = Math.floor(Date.now() / 1000);
    const signedPayload = `${timestamp}.${body}`;
    const signature = crypto
      .createHmac('sha256', webhookSecret)
      .update(signedPayload)
      .digest('hex');

    return {
      body,
      signature: `t=${timestamp},v1=${signature}`
    };
  }

  beforeEach(async () => {
    // Clear test data
    await db.query('DELETE FROM payments WHERE id LIKE $1', ['test_%']);
    await db.query('DELETE FROM webhook_events WHERE event_id LIKE $1', ['evt_test_%']);
  });

  test('processes payment_intent.succeeded', async () => {
    const payload = {
      id: 'evt_test_123',
      type: 'payment_intent.succeeded',
      data: {
        object: {
          id: 'pi_test_456',
          amount: 2000,
          currency: 'usd',
          metadata: { order_id: 'order_test_789' }
        }
      }
    };

    const { body, signature } = createSignedRequest(payload);

    const response = await request(app)
      .post('/webhooks/stripe')
      .set('stripe-signature', signature)
      .set('content-type', 'application/json')
      .send(body);

    expect(response.status).toBe(200);
    expect(response.body).toEqual({ received: true });

    // Verify side effects
    const order = await db.query(
      'SELECT status FROM orders WHERE id = $1',
      ['order_test_789']
    );
    expect(order.rows[0]?.status).toBe('paid');
  });

  test('handles duplicate events idempotently', async () => {
    const payload = {
      id: 'evt_test_duplicate',
      type: 'payment_intent.succeeded',
      data: {
        object: {
          id: 'pi_test_dup',
          amount: 1000,
          currency: 'usd',
          metadata: { order_id: 'order_test_dup' }
        }
      }
    };

    const { body, signature } = createSignedRequest(payload);

    // Send same webhook twice
    await request(app)
      .post('/webhooks/stripe')
      .set('stripe-signature', signature)
      .set('content-type', 'application/json')
      .send(body);

    const response = await request(app)
      .post('/webhooks/stripe')
      .set('stripe-signature', signature)
      .set('content-type', 'application/json')
      .send(body);

    expect(response.status).toBe(200);
    expect(response.body).toHaveProperty('duplicate', true);

    // Should only have one record
    const events = await db.query(
      'SELECT COUNT(*) as count FROM webhook_events WHERE event_id = $1',
      ['evt_test_duplicate']
    );
    expect(events.rows[0].count).toBe('1');
  });

  test('rejects invalid signature', async () => {
    const response = await request(app)
      .post('/webhooks/stripe')
      .set('stripe-signature', 't=123,v1=invalid')
      .set('content-type', 'application/json')
      .send('{}');

    expect(response.status).toBe(401);
  });
});

Testing with Fixtures

// tests/fixtures/stripe-events/payment_intent.succeeded.json
{
  "id": "evt_fixture_payment_succeeded",
  "object": "event",
  "type": "payment_intent.succeeded",
  "created": 1705312800,
  "data": {
    "object": {
      "id": "pi_fixture_123",
      "object": "payment_intent",
      "amount": 5000,
      "amount_received": 5000,
      "currency": "usd",
      "status": "succeeded",
      "metadata": {
        "order_id": "order_fixture_456"
      }
    }
  }
}

// tests/webhook-fixtures.test.ts
import fs from 'fs';
import path from 'path';
import request from 'supertest';
import app from '../app';
import { createStripeSignature } from './helpers';

const FIXTURE_DIR = path.join(__dirname, 'fixtures/stripe-events');

describe('Stripe Webhook Fixtures', () => {
  const fixtures = fs.readdirSync(FIXTURE_DIR)
    .filter(f => f.endsWith('.json'))
    .map(f => ({
      name: f.replace('.json', ''),
      payload: JSON.parse(
        fs.readFileSync(path.join(FIXTURE_DIR, f), 'utf8')
      )
    }));

  test.each(fixtures)('handles $name event', async ({ payload }) => {
    const { body, signature } = createSignedRequest(payload);

    const response = await request(app)
      .post('/webhooks/stripe')
      .set('stripe-signature', signature)
      .set('content-type', 'application/json')
      .send(body);

    expect(response.status).toBe(200);
  });
});

Debugging Common Issues

Issue 1: Signature Verification Failures

// Debug middleware to log signature verification details
app.post('/webhooks/stripe', (req, res, next) => {
  const signature = req.headers['stripe-signature'] as string;
  const body = req.body;

  console.log('=== Signature Debug ===');
  console.log('Header:', signature);
  console.log('Body type:', typeof body);
  console.log('Body (first 200 chars):',
    typeof body === 'string' ? body.slice(0, 200) : Buffer.isBuffer(body) ? body.slice(0, 200).toString() : JSON.stringify(body).slice(0, 200)
  );

  // Parse signature header
  const parts = signature.split(',');
  for (const part of parts) {
    const [key, value] = part.split('=');
    console.log(`  ${key}: ${value}`);

    if (key === 't') {
      const timestamp = parseInt(value);
      const age = Math.floor(Date.now() / 1000) - timestamp;
      console.log(`  Timestamp age: ${age} seconds`);
    }
  }

  next();
});

Common causes and fixes:

// Problem 1: Body parser modifying request body
// BAD: JSON body parser runs before signature verification
app.use(express.json()); // This parses body first!
app.post('/webhooks/stripe', verifySignature, handleWebhook);

// GOOD: Use raw body for webhook endpoints
app.post('/webhooks/stripe',
  express.raw({ type: 'application/json' }),
  verifySignature,
  handleWebhook
);

// Problem 2: Wrong secret
// Check you're using the correct secret for your environment
const secret = process.env.NODE_ENV === 'production'
  ? process.env.STRIPE_WEBHOOK_SECRET_LIVE
  : process.env.STRIPE_WEBHOOK_SECRET_TEST;

// Problem 3: Clock skew
// Allow more tolerance for testing
const TOLERANCE = process.env.NODE_ENV === 'test' ? 600 : 300;
verifySignature(body, signature, secret, TOLERANCE);

Issue 2: Webhooks Not Arriving

// Diagnostic endpoint to verify connectivity
app.get('/webhooks/health', (req, res) => {
  res.json({
    status: 'ok',
    timestamp: new Date().toISOString(),
    headers: req.headers,
    ip: req.ip
  });
});

// Log all incoming requests to webhook paths
app.use('/webhooks', (req, res, next) => {
  console.log(`[${new Date().toISOString()}] ${req.method} ${req.path}`);
  console.log('Headers:', JSON.stringify(req.headers, null, 2));
  next();
});

Checklist:

  1. Is your endpoint publicly accessible?
  2. Does your firewall/WAF allow the provider's IPs?
  3. Is HTTPS working correctly (valid certificate)?
  4. Is the path correct (including trailing slashes)?

Issue 3: Timeout Errors

// Problem: Webhook times out because processing takes too long
app.post('/webhooks/stripe', async (req, res) => {
  const event = verifySignature(req);

  // This takes 30 seconds but Stripe timeout is 20 seconds!
  await processPayment(event.data.object);
  await updateInventory(event.data.object);
  await sendNotifications(event.data.object);

  res.json({ received: true });
});

// Solution: Respond immediately, process asynchronously
import { Queue } from 'bullmq';

const webhookQueue = new Queue('webhooks');

app.post('/webhooks/stripe', async (req, res) => {
  const event = verifySignature(req);

  // Queue for async processing
  await webhookQueue.add('stripe-event', {
    eventId: event.id,
    type: event.type,
    data: event.data.object
  });

  // Respond immediately (< 1 second)
  res.json({ received: true });
});

Issue 4: Missing Events

// Implement comprehensive event logging
interface WebhookLog {
  eventId: string;
  eventType: string;
  receivedAt: Date;
  processedAt?: Date;
  status: 'received' | 'processing' | 'completed' | 'failed';
  error?: string;
}

const webhookLogger = {
  async logReceived(event: any): Promise<void> {
    await db.query(`
      INSERT INTO webhook_logs (event_id, event_type, received_at, status, payload)
      VALUES ($1, $2, NOW(), 'received', $3)
    `, [event.id, event.type, JSON.stringify(event)]);
  },

  async logProcessed(eventId: string): Promise<void> {
    await db.query(`
      UPDATE webhook_logs
      SET status = 'completed', processed_at = NOW()
      WHERE event_id = $1
    `, [eventId]);
  },

  async logFailed(eventId: string, error: string): Promise<void> {
    await db.query(`
      UPDATE webhook_logs
      SET status = 'failed', error = $2, processed_at = NOW()
      WHERE event_id = $1
    `, [eventId, error]);
  },

  async getMissing(since: Date): Promise<WebhookLog[]> {
    const result = await db.query(`
      SELECT * FROM webhook_logs
      WHERE received_at > $1
        AND status NOT IN ('completed')
      ORDER BY received_at
    `, [since]);
    return result.rows;
  }
};

// Add monitoring dashboard endpoint
app.get('/admin/webhooks/status', async (req, res) => {
  const stats = await db.query(`
    SELECT
      status,
      COUNT(*) as count,
      MIN(received_at) as oldest,
      MAX(received_at) as newest
    FROM webhook_logs
    WHERE received_at > NOW() - INTERVAL '24 hours'
    GROUP BY status
  `);

  res.json({
    last24Hours: stats.rows,
    pendingEvents: await webhookLogger.getMissing(
      new Date(Date.now() - 24 * 60 * 60 * 1000)
    )
  });
});

Integration Testing in CI/CD

GitHub Actions Workflow

# .github/workflows/webhook-tests.yml
name: Webhook Integration Tests

on:
  push:
    paths:
      - 'src/webhooks/**'
      - 'tests/webhooks/**'

jobs:
  test-webhooks:
    runs-on: ubuntu-latest

    services:
      postgres:
        image: postgres:15
        env:
          POSTGRES_USER: test
          POSTGRES_PASSWORD: test
          POSTGRES_DB: test
        ports:
          - 5432:5432
        options: >-
          --health-cmd pg_isready
          --health-interval 10s
          --health-timeout 5s
          --health-retries 5

      redis:
        image: redis:7
        ports:
          - 6379:6379

    steps:
      - uses: actions/checkout@v4

      - name: Setup Node.js
        uses: actions/setup-node@v4
        with:
          node-version: '20'
          cache: 'npm'

      - name: Install dependencies
        run: npm ci

      - name: Run database migrations
        run: npm run db:migrate
        env:
          DATABASE_URL: postgres://test:test@localhost:5432/test

      - name: Run webhook tests
        run: npm run test:webhooks
        env:
          DATABASE_URL: postgres://test:test@localhost:5432/test
          REDIS_URL: redis://localhost:6379
          STRIPE_WEBHOOK_SECRET: whsec_test
          GITHUB_WEBHOOK_SECRET: gh_test

      - name: Upload test results
        if: always()
        uses: actions/upload-artifact@v4
        with:
          name: webhook-test-results
          path: coverage/

Docker Compose for Local Integration Tests

# docker-compose.test.yml
version: '3.8'

services:
  app:
    build: .
    ports:
      - "3000:3000"
    environment:
      - NODE_ENV=test
      - DATABASE_URL=postgres://test:test@postgres:5432/test
      - REDIS_URL=redis://redis:6379
      - STRIPE_WEBHOOK_SECRET=whsec_test
    depends_on:
      - postgres
      - redis

  webhook-tester:
    image: node:20-alpine
    volumes:
      - ./tests:/tests
    command: >
      sh -c "npm install -g newman &&
             newman run /tests/webhook-collection.json
             --env-var base_url=http://app:3000"
    depends_on:
      - app

  postgres:
    image: postgres:15
    environment:
      POSTGRES_USER: test
      POSTGRES_PASSWORD: test
      POSTGRES_DB: test

  redis:
    image: redis:7

Production Debugging

Structured Logging

// lib/webhook-logger.ts
import pino from 'pino';

const logger = pino({
  level: process.env.LOG_LEVEL || 'info',
  formatters: {
    level: (label) => ({ level: label })
  }
});

export const webhookLogger = {
  received(event: any, requestId: string) {
    logger.info({
      msg: 'Webhook received',
      requestId,
      eventId: event.id,
      eventType: event.type,
      timestamp: new Date().toISOString()
    });
  },

  processing(eventId: string, requestId: string, step: string) {
    logger.info({
      msg: 'Webhook processing',
      requestId,
      eventId,
      step
    });
  },

  completed(eventId: string, requestId: string, durationMs: number) {
    logger.info({
      msg: 'Webhook completed',
      requestId,
      eventId,
      durationMs
    });
  },

  failed(eventId: string, requestId: string, error: Error) {
    logger.error({
      msg: 'Webhook failed',
      requestId,
      eventId,
      error: error.message,
      stack: error.stack
    });
  }
};

// Usage in webhook handler
app.post('/webhooks/stripe', async (req, res) => {
  const requestId = crypto.randomUUID();
  const startTime = Date.now();

  try {
    const event = verifySignature(req);
    webhookLogger.received(event, requestId);

    webhookLogger.processing(event.id, requestId, 'queueing');
    await webhookQueue.add('stripe-event', {
      event,
      requestId
    });

    webhookLogger.completed(event.id, requestId, Date.now() - startTime);
    res.json({ received: true, requestId });

  } catch (error) {
    webhookLogger.failed('unknown', requestId, error as Error);
    res.status(500).json({ error: 'Processing failed', requestId });
  }
});

Metrics and Alerting

// lib/webhook-metrics.ts
import { Counter, Histogram, Gauge } from 'prom-client';

export const webhookMetrics = {
  received: new Counter({
    name: 'webhook_events_received_total',
    help: 'Total webhook events received',
    labelNames: ['provider', 'event_type']
  }),

  processed: new Counter({
    name: 'webhook_events_processed_total',
    help: 'Total webhook events processed',
    labelNames: ['provider', 'event_type', 'status']
  }),

  duration: new Histogram({
    name: 'webhook_processing_duration_seconds',
    help: 'Webhook processing duration',
    labelNames: ['provider', 'event_type'],
    buckets: [0.1, 0.5, 1, 2, 5, 10]
  }),

  queueSize: new Gauge({
    name: 'webhook_queue_size',
    help: 'Current webhook queue size',
    labelNames: ['provider']
  }),

  signatureFailures: new Counter({
    name: 'webhook_signature_failures_total',
    help: 'Total signature verification failures',
    labelNames: ['provider']
  })
};

// Example Prometheus alert rules
/*
groups:
  - name: webhooks
    rules:
      - alert: WebhookProcessingErrors
        expr: rate(webhook_events_processed_total{status="failed"}[5m]) > 0.1
        for: 5m
        labels:
          severity: warning
        annotations:
          summary: High webhook failure rate

      - alert: WebhookQueueBacklog
        expr: webhook_queue_size > 1000
        for: 10m
        labels:
          severity: critical
        annotations:
          summary: Webhook queue backlog growing

      - alert: WebhookSignatureFailures
        expr: rate(webhook_signature_failures_total[5m]) > 1
        for: 2m
        labels:
          severity: critical
        annotations:
          summary: Multiple signature verification failures
*/

Summary

Effective webhook testing and debugging requires:

  1. Local Development: Use ngrok or Cloudflare Tunnel for public URLs
  2. Inspection Tools: Leverage Webhook.site, provider CLIs, or custom inspectors
  3. Comprehensive Tests: Unit test signatures, integration test handlers
  4. Structured Debugging: Log everything with request IDs for tracing
  5. Production Monitoring: Metrics, alerts, and dashboards for visibility

The key insight is that webhooks invert the normal testing model—you must create infrastructure to receive and inspect incoming requests rather than sending outgoing ones. With the right tools and practices, webhook development becomes as testable and debuggable as any other API work.

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