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Modern applications are increasingly built as collections of independently deployable services rather than as a single monolithic application. Microservices make it possible to sca...
Modern software applications depend on communication between clients and servers. Every time a browser loads a webpage, a mobile application retrieves a user’s account information,...
If you've spent time in enterprise integration, you know the pattern: your platform needs to talk to dozens (sometimes hundreds) of external partner systems, and none of them agree...
MCP and A2A are not competitors, and treating them as a choice is the fastest way to build the wrong architecture. Here is what each protocol does, where it belongs in your stack,...
The evolution from monolithic applications to microservices transformed enterprise software by decomposing business capabilities into independently deployable services. REST APIs,...
Most protocol diagrams put Model Context Protocol (MCP), Agent2Agent (A2A) protocol, and Agent Communication Protocol (ACP) in three equal columns. I think that framing causes hal...
In Part 1, we solved one direction of the multi-cloud connectivity problem: a workload running in Google Cloud interacting with an AWS cloud resource. A GKE pod read a Google-issue...
Alice calls the order service. The order service calls the ledger on her behalf. At the second hop, the ledger has to decide whose authority the debit is being made under. Most s...
The Model Context Protocol (MCP) has completely transformed how modern Large Language Models (LLMs) and agentic runtimes discover, invoke, and interact with external systems. By st...
The Challenge of the ReAct Loop (East-West Traffic) A ReAct loop is essentially an AI agent breaking down a complex problem by continuously "thinking" (reasoning) and "doing" (ac...
Microservices were designed around a simple contract: a known caller sends a predictable request, expects a typed response, and moves on. That contract held for years. Then AI agen...
The Model Context Protocol (MCP) completely changed how we connect large language models to real-world data and tools. However, early versions of the protocol had a massive bottlen...
Каждая команда описала свой сервис, каждый агент точно выполнил локальную спецификацию, все контракты прошли проверку — а сквозной процесс всё равно развалился. Проблема не обязате...
Learn how NaranjaX built a cross-account, many-to-many connectivity model for Amazon MSK Serverless using AWS Resource Access Manager and Amazon Route 53 Resolver, so teams across...
Микросервисы обещают независимость и гибкость, но вместе с этим добавляют новый класс проблем: задержки между сервисами, каскадные сбои и сложность управления зависимостями. В стат...
The next generation of Amazon OpenSearch Serverless uses standard AWS PrivateLink endpoints on the on.aws domain. This post shows nine connectivity patterns for private access, fro...
Modern applications are increasingly built using a microservices architecture rather than a single monolithic application, with business capabilities split across independent servi...
Introducing a Kotlin framework that turns BLE, Bluetooth Classic, and local Wi-Fi into a single typed service call — and is honest about…Continue reading on Medium »
Learn how to make your AI agents to discover each other and communicate efficiently using A2A and SpringAI. The post Exploring Agent2Agent Protocol (A2A) With Spring AI first appe...
I was showing off a support assistant I'd wired up over the Model Context Protocol. Small thing: it could search our docs and open a doc by name. A teammate, being a teammate, past...
The enterprise software landscape is undergoing a foundational architectural shift that rivals the original transition from monolithic applications to distributed systems. For the...
REST serves the developers building against your API. MCP serves the agents now trying to use it. Most teams treat these as competing standards and have to pick one. They’re not r...
In the previous articles, we learned how Binder enables communication between isolated Android processes. We also explored Binder…Continue reading on Medium »
The upcoming release of the July 28 Model Context Protocol (MCP) specification completely revolutionized how developers build AI tools. By shifting from stateful, long-lived connec...
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