Konstantin Pavlov

Learn how to build reliable AI-powered systems using the AI Proxy pattern. Learn from real-world experience how to tackle LLM integration testing, prompt management, and production deployment. Perfect for engineering teams working with LLMs, AI-Engineering ML-Ops

Discover Kotlin extensions for LangChain4j designed to transform the synchronous LangChain4j API into a modern, non-blocking experience with Kotlin Coroutines. Learn about key features including coroutine support for ChatLanguageModels, Kotlin Flow for streaming responses, external customizable prompt templates, and non-blocking document processing. Enhance your Kotlin programming skills and improve application efficiency by leveraging these powerful new tools.

The article discusses the importance of updating dependencies within software projects to maintain security, compatibility, and feature access, particularly in large organizations where outdated dependencies can lead to significant technical debt. It outlines strategies for dependency management to mitigate risks and enhance efficiency.

This post discusses Spring Boot Starters and their importance to developers, who want to make the setup and configuration of Spring Boot applications a whole lot easier. It keeps dependencies organized, increases development speed, and grants you numerous options for customization and extension. This basically makes them indispensable in building all manner of applications with Spring Boot - from simple web applications to data access and security services. I showcase, with a practical example, how to create a custom Spring Boot Starter that consolidates logging configurations and standard dependencies across microservices. This guide provides step-by-step instructions on how to create and use a custom starter.