CI/CD Is a Feedback Control System, Not Just Automation, Experts Argue

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CI/CD pipelines are more than automation tools — their core function is to convert uncertain code changes into verifiable evidence that a system remains safe to operate. Continuous integration reduces risk by keeping change sets small and repeatedly testing their combinations, while continuous delivery and continuous deployment represent distinct maturity levels that should not be conflated. A robust pipeline must evaluate provenance, security, operability signals, and change risk — not just functional correctness. Larger code batches increase both the probability of defects and the difficulty of diagnosing them, making small, frequent changes paired with fast recovery essential. A passing pipeline is a risk estimate, not a guarantee of production safety, and real-world telemetry must continuously close the feedback loop.

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Developer builds CSS-only rotisserie animation with no SVG or images

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ProgrammingDEV Community ·

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ProgrammingDEV Community ·

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ProgrammingDEV Community ·

AI Agents Can Spend Your Money Wrong — Your Card Type Decides Who Pays

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