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📰 Dev.to · Machine coding Master

22 articles · Updated every 3 hours · View all reads

All Articles 72,383Blog Posts 101,127Tech Tutorials 17,621Research Papers 15,633News 12,926 ⚡ AI Lessons
Stop Burning Cash on Long-Context RAG: Ephemeral Prompt Caching with Spring AI and JTokkit
Dev.to · Machine coding Master 4d ago
Stop Burning Cash on Long-Context RAG: Ephemeral Prompt Caching with Spring AI and JTokkit
Stop Burning Cash on Long-Context RAG: Ephemeral Prompt Caching with Spring AI and...
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JDK 26 Pitfalls: Why CPU-Bound Tasks are Killing Your Virtual Threads
Dev.to · Machine coding Master 5d ago
JDK 26 Pitfalls: Why CPU-Bound Tasks are Killing Your Virtual Threads
JDK 26 Pitfalls: Why CPU-Bound Tasks are Killing Your Virtual Threads In JDK 26, teams are...
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Stop Polling Your Outbox: Lightweight Event Streaming with Postgres LISTEN/NOTIFY and Java Virtual Threads
Dev.to · Machine coding Master 1w ago
Stop Polling Your Outbox: Lightweight Event Streaming with Postgres LISTEN/NOTIFY and Java Virtual Threads
Stop Polling Your Outbox: Lightweight Event Streaming with Postgres LISTEN/NOTIFY and Java...
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Stop Spinning Up Separate Vector DBs: Multi-Tenant Spring AI with Pgvector Metadata Filtering
Dev.to · Machine coding Master 1w ago
Stop Spinning Up Separate Vector DBs: Multi-Tenant Spring AI with Pgvector Metadata Filtering
Stop Spinning Up Separate Vector DBs: Multi-Tenant Spring AI with Pgvector Metadata...
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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 1w 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 Using Raw Vector Search: Implement GraphRAG with Spring AI and Neo4j
Dev.to · Machine coding Master 🧠 Large Language Models ⚡ AI Lesson 2w ago
Stop Using Raw Vector Search: Implement GraphRAG with Spring AI and Neo4j
Stop Using Raw Vector Search: Implement GraphRAG with Spring AI and Neo4j If your...
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Java & AI: What Developers Need to Know
Dev.to · Machine coding Master 🧠 Large Language Models ⚡ AI Lesson 2w ago
Java & AI: What Developers Need to Know
Stop Burning Cash on Duplicated LLM Queries: High-Performance Semantic Caching with Spring...
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R2DBC is Dead: Why JEP 491 and Virtual Threads Made Synchronous JDBC the 2026 Performance King
Dev.to · Machine coding Master 2w ago
R2DBC is Dead: Why JEP 491 and Virtual Threads Made Synchronous JDBC the 2026 Performance King
R2DBC is Dead: Why JEP 491 and Virtual Threads Made Synchronous JDBC the 2026 Performance...
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Java LLD: Mastering LRU and LFU Cache Design for Machine Coding
Dev.to · Machine coding Master 2w ago
Java LLD: Mastering LRU and LFU Cache Design for Machine Coding
Java LLD: Mastering LRU and LFU Cache Design for Machine Coding Designing a...
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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 2w 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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Stop the Boxing Tax: High-Performance Stream Processing with JEP 455 Primitive Type Patterns
Dev.to · Machine coding Master 2w ago
Stop the Boxing Tax: High-Performance Stream Processing with JEP 455 Primitive Type Patterns
Stop the Boxing Tax: High-Performance Stream Processing with JEP 455 In 2026, if your...
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The 'Clean Room' Isolation Pattern: Using JEP 484 to Sandbox Agent-Generated Logic
Dev.to · Machine coding Master 3w 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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Stop Manual Record Rebuilding: Mastering JEP 468 Derived Record Creation for Functional State Evolution
Dev.to · Machine coding Master 3w ago
Stop Manual Record Rebuilding: Mastering JEP 468 Derived Record Creation for Functional State Evolution
Stop Rebuilding Records: Native Derived Creation is the New Standard In 2026, if you are...
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Killing Latency: Why Global Agentic State Requires JEP 401 Value Classes and CvRDTs
Dev.to · Machine coding Master 3w 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 3w 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 Guessing Your RAG Quality: Automating Faithfulness Metrics with Spring AI and LLM-as-a-Judge
Dev.to · Machine coding Master 🧠 Large Language Models ⚡ AI Lesson 3w ago
Stop Guessing Your RAG Quality: Automating Faithfulness Metrics with Spring AI and LLM-as-a-Judge
Stop Shipping Hallucinations: Automating RAG Faithfulness with Spring AI 1.2 If you’re...
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Stop Wasting Tokens: High-Performance Local Re-ranking with Spring AI and JEP 489
Dev.to · Machine coding Master 🧠 Large Language Models ⚡ AI Lesson 3w ago
Stop Wasting Tokens: High-Performance Local Re-ranking with Spring AI and JEP 489
Stop Wasting Tokens: High-Performance Local Re-ranking with Spring AI and JEP 489 RAG...
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Stop Sequential Tooling: Mastering Claude 5 Stream-Ahead Intent with Java 26 Stream Gatherers
Dev.to · Machine coding Master ⚡ AI Lesson 4w ago
Stop Sequential Tooling: Mastering Claude 5 Stream-Ahead Intent with Java 26 Stream Gatherers
Stop Waiting for LLMs: Java 26 Stream Gatherers and Claude 5’s Stream-Ahead Intent If your...
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Stop Killing Your GC: Moving 10M Token Contexts Off-Heap with Project Panama
Dev.to · Machine coding Master 4w ago
Stop Killing Your GC: Moving 10M Token Contexts Off-Heap with Project Panama
Stop Killing Your GC: Moving 10M Token Contexts Off-Heap with Project Panama In 2026, if...
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Java Machine Coding: How to Design a Scalable Cab Booking System (Uber/Ola)
Dev.to · Machine coding Master 1mo ago
Java Machine Coding: How to Design a Scalable Cab Booking System (Uber/Ola)
Java Machine Coding: How to Design a Scalable Cab Booking System (Uber/Ola) Designing a...
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Beyond the Stack Trace: Real-time Virtual Thread Pinning Detection with JFR Streaming
Dev.to · Machine coding Master 1mo ago
Beyond the Stack Trace: Real-time Virtual Thread Pinning Detection with JFR Streaming
Beyond the Stack Trace: Real-time Virtual Thread Pinning Detection with JFR Streaming In...
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Stop Hand-Rolling AI Glue: Claude 4 MCP + Spring AI is the New Enterprise Standard
Dev.to · Machine coding Master 1mo 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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