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📰 Dev.to · Machine coding Master

12 articles · Updated every 3 hours · View all reads

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Stop Infinite ReAct Loops: Deterministic Cycle Detection in Spring AI with Java 21 Record Patterns
Dev.to · Machine coding Master 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Stop Infinite ReAct Loops: Deterministic Cycle Detection in Spring AI with Java 21 Record Patterns
Stop Infinite ReAct Loops: Deterministic Cycle Detection in Spring AI with Java 21 Record...
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Stop Single-Agent Hallucinations: Multi-Agent Deliberation Loops with Spring AI & JEP 480
Dev.to · Machine coding Master 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Stop Single-Agent Hallucinations: Multi-Agent Deliberation Loops with Spring AI & JEP 480
Stop Single-Agent Hallucinations: Multi-Agent Deliberation Loops with Spring AI & JEP...
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Java & AI: What Developers Need to Know
Dev.to · Machine coding Master 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Java & AI: What Developers Need to Know
Stop Relying on Pure Vector Similarity: Build Self-Querying Retrievers with Spring AI Filter...
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Java & AI: What Developers Need to Know
Dev.to · Machine coding Master 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Java & AI: What Developers Need to Know
Stop the ReAct Chaos: Building Deterministic Multi-Agent Cycles with Spring AI Graph If...
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Your Agent Loop Just Cost $1,000: Instrumenting Spring AI with OpenTelemetry GenAI Conventions
Dev.to · Machine coding Master 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Your Agent Loop Just Cost $1,000: Instrumenting Spring AI with OpenTelemetry GenAI Conventions
Your Agent Loop Just Cost $1,000: Instrumenting Spring AI with OpenTelemetry GenAI...
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Securing Spring AI Tool Calls: Stop Letting AI Agents Bypass Authorization with ScopedValue
Dev.to · Machine coding Master 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Securing Spring AI Tool Calls: Stop Letting AI Agents Bypass Authorization with ScopedValue
Securing Spring AI Tool Calls: Stop Letting AI Agents Bypass Authorization with...
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Stop Letting AI Agents Break Your Database: Transactional Multi-Agent Workflows with Temporal and Spring AI
Dev.to · Machine coding Master 🤖 AI Agents & Automation 3mo ago
Stop Letting AI Agents Break Your Database: Transactional Multi-Agent Workflows with Temporal and Spring AI
Stop Letting AI Agents Break Your Database: Transactional Multi-Agent Workflows with...
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Stop Logging Your Thoughts: Mapping Agentic Reasoning Traces to Custom JFR Events for Zero-Overhead Debugging
Dev.to · Machine coding Master 🤖 AI Agents & Automation ⚡ AI Lesson 3mo ago
Stop Logging Your Thoughts: Mapping Agentic Reasoning Traces to Custom JFR Events for Zero-Overhead Debugging
Stop Killing Your Throughput: Mapping Agentic Reasoning to Custom JFR Events In 2026, if...
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The 'Clean Room' Isolation Pattern: Using JEP 484 to Sandbox Agent-Generated Logic
Dev.to · Machine coding Master 🤖 AI Agents & Automation ⚡ AI Lesson 3mo ago
The 'Clean Room' Isolation Pattern: Using JEP 484 to Sandbox Agent-Generated Logic
Beyond the Security Manager: JEP 484 and the Rise of the 'Clean Room' Pattern Now that the...
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Killing Latency: Why Global Agentic State Requires JEP 401 Value Classes and CvRDTs
Dev.to · Machine coding Master 🤖 AI Agents & Automation ⚡ AI Lesson 3mo ago
Killing Latency: Why Global Agentic State Requires JEP 401 Value Classes and CvRDTs
Killing Latency: Why Global Agentic State Requires JEP 401 Value Classes and CvRDTs In...
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Cell-Based Architecture: The Only Way to Survive the 2026 Agentic Loop Explosion
Dev.to · Machine coding Master 🤖 AI Agents & Automation ⚡ AI Lesson 3mo ago
Cell-Based Architecture: The Only Way to Survive the 2026 Agentic Loop Explosion
Cell-Based Architecture: The Only Way to Survive the 2026 Agentic Loop Explosion In 2026,...
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Stop Hand-Rolling AI Glue: Claude 4 MCP + Spring AI is the New Enterprise Standard
Dev.to · Machine coding Master 🤖 AI Agents & Automation ⚡ AI Lesson 4mo ago
Stop Hand-Rolling AI Glue: Claude 4 MCP + Spring AI is the New Enterprise Standard
Stop Hand-Rolling AI Glue: Claude 4 MCP + Spring AI is the New Enterprise Standard In...
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