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CI/CD on GitHub Actions for boutique studios — under 50 lines
Most boutique studio CI/CD is overengineered: hundreds of YAML lines, complex caching, custom runners, monthly debugging of pipeline issues. A simpler setup under 50 lines handles 90% of needs reliably.
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AI code review — does it catch bugs or just add noise
AI code review tools promise to catch bugs and security issues automatically. In practice, half their comments are noise and the other half miss the real problems. When AI code review pays off and when it just trains engineers to ignore PRs.
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