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The latest dolphinscheduler news, distilled by AI into sharp ~100-word summaries. ByteBrief tracks dolphinscheduler across dozens of tech sources and brings you only what matters, updated hourly. Tap any story for the full brief, or open the original source.

Apache DolphinScheduler's new dsctl CLI enables automation, batch operations, and agent integration beyond the Web UI. It requires Python 3.11, supports YAML workflow-as-code, and offers lint, dry-run, and JSON output. Agents like Codex and Claude Code can use dsctl Skills for guided workflow management.
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