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Robust AI Applications with LangChain4j Guardrails and Spring Boot

Author: A N M Bazlur Rahman Original post on Foojay: Read More Table of Contents Understanding LangChain4j GuardrailsSetting Up a Spring Boot Project with LangChain4jImplementing Input Guardrails Content Safety Input Guardrail Smart Context-Aware Guardrail Intelligent Input Sanitizer Implementing Output Guardrails Professional Tone Output Guardrail Hallucination Detection Guardrail Testing Your GuardrailsCreating AI Services with Guardrails Rest endpoint DemoConclusion As AI applications …

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Why Mirroring Production in Dev Helps You Avoid Costly Mistakes

Author: Ricardo Mello Original post on Foojay: Read More Table of Contents The setup: A realistic aggregation scenarioThe application behind the testTesting on M0: The hidden riskTaking it to production: Same query, different outcomeReal-time metrics: Detecting the bottleneckQuery insights: The detective toolDon’t guess, let Performance Advisor show the wayResilience under pressure: Testing primary failover Replication Failover scenario Simulating application load …

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CodeRabbit Tutorial for Java Developers

Author: Aravind Putrevu Original post on Foojay: Read More Table of Contents Getting Started Prerequisites Setup Process Core Features for Java Development 1. Code Quality Analysis 2. Security Vulnerability Detection 3. Performance Optimization Suggestions 4. Design Pattern Recognition Working with CodeRabbit Reviews Understanding Review Comments Responding to Reviews Java-Specific Configuration Custom Rules Setup Maven/Gradle Integration Advanced Features 1. Custom Prompts …

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