Skip to main content

API Monitoring

API Monitoring is the continuous process of tracking the availability, performance, and correctness of your API endpoints in real-time or at scheduled intervals.

Goals of API Monitoring:

  1. Ensure uptime — the API is available for consumers.
  2. Track performance metrics — response time, latency, throughput.
  3. Detect errors and failures — server errors, authentication failures, invalid responses.
  4. Enable alerts and notifications for operational issues.
  5. Provide insights for scaling — detect load patterns, bottlenecks.

Key Metrics in API Monitoring​

MetricDescription
Uptime / AvailabilityPercentage of time API is operational (e.g., 99.9%)
Response Time / LatencyTime taken to process a request
Error RatePercentage of failed requests (HTTP 4xx, 5xx)
Throughput / Requests per SecondHow many requests API handles per time unit
SLA ComplianceWhether API meets Service Level Agreements
Resource UsageCPU, memory, database connections

What Is API Logging​

API Logging involves capturing detailed information about API requests, responses, and system events to facilitate debugging, auditing, and monitoring.

Logs Typically Include:

  • Timestamp of request
  • HTTP method & URL
  • Headers (Authorization, Content-Type)
  • Request body / parameters
  • Response status and body
  • Execution time
  • Errors or exceptions
  • User or service identity (optional)

Logging Levels​

LevelPurpose
INFOGeneral API usage (request received, successful response)
DEBUGDetailed internal info for troubleshooting (DB queries, variables)
WARNNon-critical issues (deprecated endpoints, slow responses)
ERRORFailures or exceptions (server errors, crashes)
FATALCritical failures causing downtime

Logger Implementation​

Logger Middleware

// logger.js
const fs = require('fs');
const path = require('path');

const logFile = path.join(__dirname, 'api.log');

function logger(req, res, next) {
const start = Date.now();
const { method, url, body } = req;

res.on('finish', () => {
const duration = Date.now() - start;
const logEntry = {
timestamp: new Date().toISOString(),
method,
url,
status: res.statusCode,
duration: `${duration}ms`,
requestBody: body,
};
fs.appendFileSync(logFile, JSON.stringify(logEntry) + '\n');
});

next();
}

module.exports = logger;

Using Logger in App

const express = require('express');
const logger = require('./logger');
const app = express();

app.use(express.json());
app.use(logger);

app.post('/api/users', (req, res) => {
if (!req.body.name || !req.body.email) {
return res.status(400).json({ error: "Name and email required" });
}
res.status(201).json({ id: 1, ...req.body });
});

app.listen(3000, () => console.log("API running on port 3000"));

Integrating Monitoring Tools​

Logging data can be sent to monitoring tools like:

  • ELK Stack (Elasticsearch, Logstash, Kibana)
  • Prometheus + Grafana (metrics collection)
  • Datadog, New Relic, Splunk (full observability)

Example Metrics Extraction

  • Count all 500 status codes → triggers alert
  • Measure average response time → visualize slow endpoints
  • Track POST /api/users errors → SLA compliance