
Personalization changes how a request is handled. Context must be identified, the right experience must be selected, and caching must ensure that responses are reused safely. The challenge isn't just delivering personalized content - it's deciding where those decisions happen and how the right experience can be delivered efficiently at the edge.
Software engineer building scalable systems, exploring AI, and learning in public.
Software engineer who enjoys building solutions. I write about frontend engineering, architecture, system design, AI-assisted development, developer experience, and tooling. Mostly, this is a place for me to share what I'm learning and the interesting problems I encounter while building software.
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