Bash-based CI scripts become unreliable as projects grow, leading to debugging sessions and hidden operational costs due to lack of retries, parallelism, and audit trails. Developers are moving towards purpose-built orchestration tools like Buildkite for better management of complex workflows at scale, offering features such as state tracking, dependency handling, and real-time visibility that bash scripts cannot provide reliably.
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