Thoughts Code Coffee

I'm Raman Ramanouski, and I turn caffeine into fast, secure, and scalable web apps.
This is my digital home: a space to share what I’ve learned, what I’m building, and the ideas shaping how we engineer the modern web.

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Introducing Fluid compute

While dedicated servers provide efficiency and always-on availability, they often lead to over-provisioning, scaling challenges, and operational overhead. Serverless computing improves this with auto-scaling and pay-as-you-go pricing, but can suffer from cold starts and inefficient use of idle time. It’s time for a new, balanced approach. Fluid compute evolves beyond serverless, trading single-invocation functions for high-performance mini-servers. This model has helped thousands of early adopters maximize resource efficiency, minimize cold starts, and reduce compute costs by up to 85%.

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