TL;DR: For most private, enterprise AI use cases, a fine-tuned LLM under 2B parameters offers the best balance of cost, speed, and accuracy—especially when paired with high-quality, domain-specific...

Crafting AI Agents: A Guide to Building and Validating with an MCP Server An MCP (Model Context Protocol) server is a key component in building AI agents. It’s a standardized way for an AI agent t...

Fine-Tuning Your Own LLM: From Raw Data to Ollama Magic In the age of AI, Large Language Models (LLMs) are becoming increasingly accessible. But what if you need a model tailored to your specific ...

Supercharging Private AI with MCP and PostgreSQL: A Practical Guide Imagine harnessing the power of open-source LLMs on your own hardware, seamlessly connecting them to your PostgreSQL database, a...

From Monolith to Micro: A Pattern I See Everywhere Lately, I’ve been thinking about the fundamental patterns that shape how technology evolves. It seems like the most effective way to improve perf...

🚀🐰📦 Building a reliable and scalable messaging system with RabbitMQ 🚀🐰📦 Building a reliable and scalable messaging system with RabbitMQ requires a thoughtful approach beyond just connecting a prod...

Supercharging Your Search with PostgreSQL Full-Text Search 🔍 Building a fast and effective search feature is a core requirement for many applications, from e-commerce sites to content platforms. W...

Unlocking In-Store Analytics with PostGIS and PostgreSQL 📊 In the digital age, understanding customer behavior online is commonplace. But what about the physical world? This post explores how we c...

🚀 Turbocharge Your Spring Boot App: Inline Caching with GemFire & PostgreSQL 🌟 Introduction: The Need for Speed and Scalability In today’s data-intensive applications, performance is paramoun...

🚀🐰📦 RabbitMQ workshop is designed to get hands on operational experience with Enterprise RabbitMQ on K8s. 🚀🐰📦 📦Prequisites📦 K8s installed and running (Kind,Docker k8s, MiniKube, Any K8s) ku...