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PERSPECTIVES

Expert Perspectives.

Expert opinions and thought leadership from our technology leaders. Deep dives into the trends, architectures, and strategies shaping enterprise technology.

Cloud-Native Isn't Optional Anymore
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Cloud ComputingEnterprise StrategySoftware Engineering

Cloud-Native Isn't Optional Anymore

Most enterprises that moved to the cloud just lifted and shifted, and now pay more to run the same apps more slowly. Real speed and resilience come from how an app is built.

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Engineering Trust: What Production AI Actually Requires
Perspective
Artificial IntelligenceMLOpsSoftware Engineering

Engineering Trust: What Production AI Actually Requires

Most AI fails in production not because of the model, but because the surrounding system was never engineered. Trust comes from reliability, transparency, and safety by design.

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