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        <description>Engineering articles about learning AI and building with AI.</description>
        <lastBuildDate>Mon, 02 Nov 2026 00:00:00 GMT</lastBuildDate>
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            <title><![CDATA[Call Your First LLM from Spring Boot]]></title>
            <link>https://agentworkshq.dev/blog/call-your-first-llm-from-spring-boot</link>
            <guid>https://agentworkshq.dev/blog/call-your-first-llm-from-spring-boot</guid>
            <pubDate>Mon, 02 Nov 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[Build a small /ask endpoint with Spring AI, run it on a local model, log token use and handle failures. Part 3 of the series.]]></description>
            <category>spring-ai</category>
            <category>java</category>
            <category>spring-boot</category>
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            <title><![CDATA[Claude Code for Java: Install and Your First Real Task]]></title>
            <link>https://agentworkshq.dev/blog/claude-code-install-first-task</link>
            <guid>https://agentworkshq.dev/blog/claude-code-install-first-task</guid>
            <pubDate>Thu, 29 Oct 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[Install Claude Code, run it on a Spring Boot project, fix a failing test and add an endpoint, step by step with the exact prompts and output.]]></description>
            <category>claude-code</category>
            <category>java</category>
            <category>spring-boot</category>
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        <item>
            <title><![CDATA[How LLMs Work, for Java Developers]]></title>
            <link>https://agentworkshq.dev/blog/how-llms-work-for-java-developers</link>
            <guid>https://agentworkshq.dev/blog/how-llms-work-for-java-developers</guid>
            <pubDate>Mon, 26 Oct 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[Tokens, the context window, temperature and embeddings, each explained with a Java idea you already know. Part 2 of the series.]]></description>
            <category>llm</category>
            <category>java</category>
            <category>ai-engineering</category>
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        <item>
            <title><![CDATA[Java Developer to AI Engineer: The Complete Roadmap]]></title>
            <link>https://agentworkshq.dev/blog/java-developer-to-ai-engineer-roadmap</link>
            <guid>https://agentworkshq.dev/blog/java-developer-to-ai-engineer-roadmap</guid>
            <pubDate>Mon, 19 Oct 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[A simple stage-by-stage plan to go from Java developer to AI engineer: what to learn, what to build, and how long it takes.]]></description>
            <category>java</category>
            <category>ai-engineering</category>
            <category>roadmap</category>
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            <title><![CDATA[Foundations of Autonomous Goal-Directed Systems]]></title>
            <link>https://agentworkshq.dev/blog/welcome-to-agentworks</link>
            <guid>https://agentworkshq.dev/blog/welcome-to-agentworks</guid>
            <pubDate>Sat, 10 Oct 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[Core primitives for autonomous goal-directed systems with declarative workflows, sandboxed tools, and execution trees.]]></description>
            <category>agents</category>
            <category>orchestration</category>
            <category>platform</category>
            <category>mcp</category>
            <category>governance</category>
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        <item>
            <title><![CDATA[Runtime AI Governance and Guardrails]]></title>
            <link>https://agentworkshq.dev/blog/runtime-ai-governance-and-guardrails</link>
            <guid>https://agentworkshq.dev/blog/runtime-ai-governance-and-guardrails</guid>
            <pubDate>Tue, 06 Oct 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[Deterministic policy evaluation, token budget controls, and zero-trust verification for tool execution.]]></description>
            <category>governance</category>
            <category>security</category>
            <category>agents</category>
            <category>mcp</category>
            <category>java</category>
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        <item>
            <title><![CDATA[Building Scalable RAG Pipelines for Production Agents]]></title>
            <link>https://agentworkshq.dev/blog/building-scalable-rag-pipelines</link>
            <guid>https://agentworkshq.dev/blog/building-scalable-rag-pipelines</guid>
            <pubDate>Mon, 05 Oct 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[Hybrid retrieval and hierarchical indexing to eliminate context fragmentation in agent memory stores.]]></description>
            <category>rag</category>
            <category>vector-db</category>
            <category>architecture</category>
        </item>
        <item>
            <title><![CDATA[The Future of Agent Orchestration]]></title>
            <link>https://agentworkshq.dev/blog/agent-orchestration</link>
            <guid>https://agentworkshq.dev/blog/agent-orchestration</guid>
            <pubDate>Mon, 05 Oct 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[Dynamic routing across specialized LLMs for reasoning, syntax validation, and code synthesis.]]></description>
            <category>orchestration</category>
            <category>multi-model</category>
            <category>agents</category>
            <category>mcp</category>
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