Java

  • Reactive Streams: Backpressure by Contract

    Spring Boot

    Introduction: Why This Exists at All Most services spend more time waiting than computing. Database calls, HTTP calls, queues, file I/O — that’s where your latency budget goes. In practice, reactive streams backpressure is how you stop that waiting from turning into thread inflation and unpredictable queues. If your system spends most of its time waiting…

  • Why the Spring AI Framework Matters: Provider Abstraction for LLM Integration

    AI

    Every new technology wave brings a flood of integration libraries, and the LLM revolution is no different. OpenAI’s SDK, Anthropic’s SDK, LangChain ports for every language imaginable—developers have plenty of options for talking to large language models. So why does Spring AI Framework matter? Why add another library to the stack when you can just…

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