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title: Lightweight Express.js Monitoring Without Prometheus and...
description: A tutorial shows how to add lightweight operational monitoring to an Express.js application without running Prometheus and Grafana. A small statlite-metrics.js...
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# Lightweight Express.js Monitoring Without Prometheus and Grafana

**[Efficient Self-Hosting](https://daily.dev/sources/efficientselfhosting)** · [@ejboy](https://daily.dev/ejboy) · 2 upvotes · 0 comments

## Summary

A tutorial shows how to add lightweight operational monitoring to an Express.js application without running Prometheus and Grafana. A small statlite-metrics.js helper tracks request counts, 4xx/5xx errors, latency, CPU, and V8 heap usage via a /statlite/metrics JSON endpoint, which the StatLite tool polls and displays on a dashboard backed by SQLite. The piece covers the middleware code, wiring it into an Express app, configuring a StatLite target, running a demo, and production boundaries such as per-process counters in multi-process deployments and keeping the metrics endpoint private. Similar helpers exist for FastAPI, Django, Gin, and Go net/http, while Spring Boot and Quarkus use a first-party Actuator-based integration instead.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://pvrlabs.xyz/articles/lightweight-express-monitoring.html>

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---

Tags: [#nodejs](https://daily.dev/tags/nodejs), [#observability](https://daily.dev/tags/observability), [#monitoring](https://daily.dev/tags/monitoring), [#express](https://daily.dev/tags/express), [#prometheus](https://daily.dev/tags/prometheus)

[View this post on daily.dev](https://daily.dev/posts/mevniynmz)

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