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Federal technology officials said on Aug. 25 that increasingly capable artificial intelligence (AI) models are giving agencies new opportunities to strengthen cyber defenses and advance mission work as the technology reshapes the cybersecurity landscape.

Before adopting SDP, teams across bp often implemented pipelines differently depending on the environment, business unit, or individual developer preferences. Some workloads ran on AWS Glue, others relied on Azure-native tooling, and many pipelines required teams to manually manage Spark versions, dependencies, orchestration patterns, and operational safeguards.