software architecture

  • BlogFeatured illustration showing how APIs connect modern applications with payment systems, authentication services, messaging platforms, databases, and cloud infrastructure.

    How APIs Work: The Hidden Infrastructure Behind Modern Apps

    The most successful piece of software engineering is the one your user never notices. When you book a ride on an app, check the morning weather, or authenticate a login with a single tap, you aren’t interacting with a single monolithic program. You are interacting with a distributed ecosystem of completely independent systems, stitched together in real time. APIs (Application…

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  • BlogFeatured image for an article about Spotify's recommendation algorithm, showing a smartphone with a Discover Weekly-style interface, AI-inspired graphics, and the headline "The Spotify Illusion" explaining how Spotify models user behavior and taste drift rather than simply recommending songs.

    The Spotify Illusion: Spotify Doesn’t Recommend Music-It Models You

    Most people assume Spotify works like a digital matchmaker: You like Indie Rock ──► Spotify finds Indie Rock ──► Spotify recommends it It sounds simple, but that isn’t what happens at all. If an algorithm only did that, it would fail within a week. Why? Because human taste isn’t a static folder of favorite songs. It is an unstable, shape-shifting…

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