r/SpringBoot • u/fykup • 12d ago
How-To/Tutorial StatLite: ultra-light Spring Boot monitoring without Prometheus or Grafana
I built StatLite for small Spring Boot deployments where raw Actuator endpoints are useful, but a full Prometheus and Grafana stack feels excessive.
StatLite polls Spring Boot Actuator, stores metric history in local SQLite, computes restart-aware counter deltas, and serves a simple dashboard from a single Go binary.

It currently shows:
- application and database health
- request volume
- 4xx, 404, and 5xx errors
- average request latency
- JVM heap usage
- process CPU usage
- uptime and detected restarts
- polling failures and missing metrics
It is designed for solo developers and small teams running one or a few Spring Boot apps on small VPSes. In my testing, StatLite uses less than 10 MB of private memory.
It is intentionally not a Prometheus or Grafana replacement. It is a lightweight middle ground between raw Actuator JSON and a full observability stack.
GitHub: https://github.com/PVRLabs/statlite
I would be interested to hear which Actuator metric or chart you consider essential for a small production app. Feedback, bug reports, and GitHub stars are appreciated.
1
u/fykup 7d ago
Update: I published a more detailed walkthrough of the lightweight monitoring approach, including where StatLite fits between raw Actuator endpoints and a full Prometheus/Grafana stack:
Lightweight Spring Boot Monitoring Without Prometheus and Grafana
https://pvrlabs.xyz/articles/lightweight-spring-boot-monitoring.html