FlareStart
HomeNewsHow ToSources
FlareStart

Where developers start their day. All the tech news & tutorials that matter, in one place.

Quick Links

  • Home
  • News
  • Tutorials
  • Sources
  • Privacy Policy

Connect

© 2026 FlareStart. All rights reserved.

Back to articles
Manage the health of your CLI tools at scale
How-ToDevOps

Manage the health of your CLI tools at scale

via Dev.toDean Hamstead3h ago

Your services have dashboards, tracing, and alerting. Your CLI tools print to STDOUT and exit. When something breaks, debugging starts at the API gateway -- everything upstream is a black box. This makes no sense. If your CLI talks to an API, it's part of the request path. Instrument it like any other participant. This post describes how we instrumented an internal Perl CLI -- the same mycli tool from our earlier post on fatpacking -- with syslog logging, StatsD metrics, and correlation IDs. The post is strongly biased towards tooling internal to an organisation, which has the luxury of being opinionated: you control the deployment targets, you know where syslog goes, and you can lean on solved infrastructure rather than building your own. The principles generalise to any language and any CLI that talks to an API. Why observability matters in CLI tools Web services get dashboards as a matter of course[1]. Error rates, latency percentiles, request counts -- these are table stakes for an

Continue reading on Dev.to

Opens in a new tab

Read Full Article
7 views

Related Articles

The Boring Skills That Make Developers Unstoppable in 2026
How-To

The Boring Skills That Make Developers Unstoppable in 2026

Medium Programming • 7h ago

I Installed This VS Code Extension… and My Code Got Instantly Better
How-To

I Installed This VS Code Extension… and My Code Got Instantly Better

Medium Programming • 8h ago

The Age of Personalized Software
How-To

The Age of Personalized Software

Medium Programming • 10h ago

Automating Checkout Add-On Recommendations in WordPress for WooCommerce
How-To

Automating Checkout Add-On Recommendations in WordPress for WooCommerce

Dev.to • 11h ago

How-To

Start Here: Learning to develop your own way with SCSIC

Medium Programming • 15h ago

Discover More Articles