https://www.infoq.com InfoQ Java Articles feed https://www.infoq.com/articles/mcp-java-architectural-strategy-llm-integrations/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Java-articles <img src="https://res.infoq.com/articles/mcp-java-architectural-strategy-llm-integrations/en/headerimage/mcp-java-architectural-strategy-llm-integrations-header-1776772947180.jpg"/><p>Discover how the Model Context Protocol (MCP) Java SDK is establishing a new architectural discipline for enterprise LLM integrations. By defining explicit contracts and leveraging MCP servers as anti-corruption layers, it ensures governance, loose coupling, and security alignment with the JVM ecosystem and existing operational practices, moving integrations beyond fragility to resilience.</p> <i>By Matteo Rossi</i> Java Large language models AI Development Memcached Development AI, ML & Data Engineering article Mon, 27 Apr 2026 11:00:00 GMT https://www.infoq.com/articles/mcp-java-architectural-strategy-llm-integrations/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Java-articles Matteo Rossi 2026-04-27T11:00:00Z /articles/mcp-java-architectural-strategy-llm-integrations/en https://www.infoq.com/articles/redesign-pdf-table-extraction/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Java-articles <img src="https://res.infoq.com/articles/redesign-pdf-table-extraction/en/headerimage/redesign-pdf-table-extraction-header-1776414059821.jpg"/><p>PDF table extraction often looks easy until it fails in production. Real bank statements can be messy, with scanned pages, shifting layouts, merged cells, and wrapped rows that break standard Java parsers. This article shares how we redesigned the approach using stream parsing, lattice/OCR, validation, scoring, and selective ML to make extraction more reliable in real banking systems.</p> <i>By Mehuli Mukherjee</i> Java Development Architecture & Design article Tue, 21 Apr 2026 09:00:00 GMT https://www.infoq.com/articles/redesign-pdf-table-extraction/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Java-articles Mehuli Mukherjee 2026-04-21T09:00:00Z /articles/redesign-pdf-table-extraction/en