Debug an app with built-in logs and metrics

Most self-hosted platforms tell you to install Grafana and a log stack before you can answer “what happened?”. Levelrail stores metrics and logs on each node as part of the platform, so the answer is a command away. In this tutorial you will search an app’s logs, follow them live, read CPU and memory over time, and use the health score and attention list to find what needs work first.

Before you start

A running Levelrail instance and the CLI logged in to it (installing).
An app that has been running for a few minutes. Any app from the earlier tutorials works.

Start with what needs attention

levelrail-cli attention

SEVERITY  KIND    SUBJECT                          DETAIL
warning   disk    data dir                         7.0% free (70057070592 of 994662584320 bytes)
warning   doctor  Control plane disaster recovery  off-box encrypted backups are not enabled

This is one list of everything across the instance that needs action, such as low disk space or disabled backups. It is also the Needs attention card on the dashboard home.For one app, ask for its health score:

levelrail-cli apps health-score hello

hello: fail

Deploy health  fail   most recent deploy attempt failed
Security       warn   no issued certificate found yet for hello.example.com
Resilience     pass   health checks configured; no persistent volumes to back up
Observability  fail   no alert rules configured for this app

Each line names a concrete gap, so you know where to look.

Search the logs

Logs are stored on the node and searchable by text and time window:

levelrail-cli apps logs hello --since 30m --q healthz --tail 3

2026-10-05T02:32:33Z stdout 172.18.0.1 - - [05/Oct/2026:02:32:33 +0000] "GET /healthz HTTP/1.1" 404 153 ...
2026-10-05T02:32:33Z stderr 2026/10/05 02:32:33 [error] 29#29: *2 open() "/usr/share/nginx/html/healthz" failed ...

The flags you will use most:

Flag	What it does
`--since 30m`	How far back to search. Default is one hour.
`--from`, `--to`	An exact RFC 3339 window, for a known incident time.
`--q healthz`	Full-text match on the log line.
`--tail 50`	Only the last N entries.
`--json`	Machine-readable output for scripts.

The log viewer with full-text search and a live tail

The dashboard’s log viewer reads the same store, with search and live tail.

Follow live

levelrail-cli apps logs hello --follow

This streams new lines until you press Ctrl+C. It uses the same stream as the dashboard viewer. --follow cannot be combined with --since, --q, or --tail, because it only shows new lines.

Read CPU and memory

levelrail-cli apps metrics hello --metric memory_usage_bytes --since 15m --step 60s
levelrail-cli apps metrics hello --metric cpu_percent --since 15m --step 60s

metric: cpu_percent
TIMESTAMP             VALUE                 COUNT
2026-10-05T02:31:50Z  0.014243333397954533  3

Metrics are sampled every 15 seconds and aggregated into the bucket size you set with --step. Leave --step off to get the raw samples.

An app's overview with live metrics and deploy markers

On the dashboard the same data becomes charts with deploy markers drawn on them. That is the quickest way to answer “which deploy made it slow”: the line changes where the marker is.

Tie it back to deploys

levelrail-cli deployments summary

window: 24h
building     0
ready        3
failed       1
rolled_back  2

A spike in the metrics that lines up with a deploy usually means that release. Roll back, then investigate:

levelrail-cli apps deploys list hello
levelrail-cli apps deploys rollback-to hello <deploy-id>

Add an alert so you hear about it first

The health score above flagged Observability: fail because no alert rules exist. Alerts can go to Slack, Discord, email, Telegram, PagerDuty, ntfy, and other channels. Start with Observability and Email notifications.

Where to go next

Observability: how the node-local stores work and how retention is set.
Log archive: keep logs in object storage beyond the local window.
Zero-downtime deploys with health checks: catch the problem before it ships.

Install and deploy

Add to your setup

Guides

Announcements

Debug an app with built-in logs and metrics

Before you start

Add an alert so you hear about it first

Where to go next

​Before you start

​Add an alert so you hear about it first

​Where to go next

Before you start

Add an alert so you hear about it first

Where to go next