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CI/CD Pipelines: Advanced Techniques

Optimizing your CI/CD pipelines requires a sophisticated approach, and this guide explores techniques like GitHub Actions matrices and Playwright sharding to boost performance.

mysimulator teamUpdated June 2026≈ 3 min read▶ Open the simulation

CI/CD Pipelines: Advanced Techniques

Introduction to Advanced CI/CD

Modern CI/CD pipelines require advanced techniques to optimize speed, reliability, and efficiency. This guide covers best practices and techniques for building effective pipelines.

# GitHub Actions Matrix

os: [ubuntu-latest, windows-latest, macos-latest]

node-version: [14, 16, 18]

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# Playwright sharding

npx playwright test --shard=1/4 # Runner 1 of 4

npx playwright test --shard=2/4 # Runner 2 of 4

Frequently asked questions

What strategies are used to collect pipeline metrics?

# Collecting pipeline metrics

How do I add a section titled 'Pipeline Metrics' to the metrics.md file?

echo "## Pipeline Metrics" >> metrics.md

What command can be used to record the job duration in the metrics.md file?

echo "- Duration: $CI_JOB_DURATION" >> metrics.md

How do I log the job status into the metrics.md file?

echo "- Status: $CI_JOB_STATUS" >> metrics.md

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