For nearly a decade, cloud architecture has been shaped by a simple rule: Keep everything stateless. AWS Lambda and other serverless platforms encouraged teams to carve workloads into tiny, short-lived functions with no persistent state and minimal local resources. This model scaled well, was cost-efficient and became the backbone of modern microservices.
By 2025, AI agents were pushed directly into production across sectors such as finance, healthcare, energy, e-commerce and software development. As they began tackling real business…

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