Tag: CI/CD
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GitHub Actions Self-Hosted Runners: 3 Security Risks
Self-hosted GitHub Actions runners cut costs but open 3 critical attack vectors. Real exploits, fixes, and when $100/month is cheaper than free.
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Docker Build Cache: 7 Layer Patterns That Cut CI by 73%
Cut Docker CI builds from 14min to 47sec with 7 layer caching patterns. Real measurements on dependency ordering, BuildKit mounts, and multi-stage builds.
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Git Worktree Race Conditions: 3 Corruptions & Fixes
Fix Git worktree race conditions causing index corruption, ref conflicts, and lock failures. Learn 3 failure modes + atomic solutions.
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Pre-commit Hooks vs CI: 3 Cases to Skip Local Checks
Learn when to bypass pre-commit hooks and move checks to CI instead. Discover 3 scenarios where local validation slows your workflow down.
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GitHub Actions vs GitLab CI: Cache Speed at 2.1s vs 8.4s
GitHub Actions vs GitLab CI cache speed test: 2.1s vs 10.5s for 400MB node_modules. Real benchmarks, compression tricks, Docker layer caching.
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GitHub Actions ML Pipeline: First CI/CD Portfolio Project
Build an automated ML training pipeline with GitHub Actions, MLflow tracking, and live metrics dashboard โ proof you ship production-ready code.
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Pre-commit Hooks That Break CI: 5 Fixes from 50+ Repos
Your pre-commit hook passes locally but CI fails with the same check. Here's why it happens and 5 fixes that actually work.
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GitHub Actions๋ก CI/CD ํ์ดํ๋ผ์ธ ๊ตฌ์ถํ๊ธฐ: ์ด๋ณด์๋ฅผ ์ํ ์๋ฒฝ ๊ฐ์ด๋
Build a GitHub Actions CI/CD pipeline in 15 minutes: auto-test, deploy, and catch bugs before merge. Free tier usage tips included.