Pipetrics blog
GitHub Actions monitoring and optimization guides
Practical, evidence-led articles about CI performance, runner costs, and observability. Learn how to collect the right data, read it honestly, and decide which workflow change is worth making first.
Analyze your GitHub Actions
2 guides · Written by Jakub Różycki
Latest articles
2 published
Monitoring13 min read
How to Monitor GitHub Actions with Prometheus and Grafana
Set up a GitHub Actions Prometheus exporter, build a Grafana dashboard, and compare the self-hosted pipeline with managed Pipetrics monitoring.
Cost optimization9 min read
How to Reduce GitHub Actions Costs with AI Agents
Reduce GitHub Actions costs with Pipetrics MCP and Claude Code. Find costly work, review workflow changes, and measure results against a recorded baseline.

Written by
Jakub Różycki
DevOps engineer focused on CI/CD optimization, GitHub Actions, and developer tooling. Working in infrastructure and automation since 2018.
Read the full biography