Posted inAI
Optimizing Workflows with Custom Slash Commands in Claude Code
A guide to setting up Custom Slash Commands in Claude Code to automate code reviews, testing, and refactoring, helping developers save time on manual prompting.
Posted inAI
Evaluating RAG with RAGAS: From ‘Gut Feeling’ to Faithfulness, Answer Relevance, and Context Precision Metrics
Stop evaluating AI chatbots based on gut feeling. Use RAGAS to accurately measure Faithfulness, Answer Relevance, and Context Precision.
Posted inAI
What is an MCP Server? How to Connect Claude to a Database in Seconds
A detailed guide on building an MCP Server to connect Claude AI with databases (SQLite, PostgreSQL). Enable AI to query data directly, safely, and professionally.
Posted inAI
LLM Security: Using Microsoft Presidio to Sanitize Sensitive Data (PII) Before API Calls
Stop sending sensitive data directly to OpenAI. A detailed guide on using Microsoft Presidio to automatically anonymize PII, helping AI apps comply with GDPR and local data laws.
Posted inAI
Creating Custom Skills for Claude Code: Don’t Let AI Be a “Stranger” in Your Project
Teach Claude Code to understand your project using Custom Skills. A detailed guide on automating debugging, security scanning, and optimizing real-world workflows for developers.
Posted inAI
Ultra-fast LLM Fine-tuning with Unsloth: 90% VRAM Reduction, Run Llama 3 on Budget GPUs
Fine-tune Llama 3 8B with just 6.5GB VRAM? A detailed guide on using Unsloth to triple LLM training speed and maximize hardware cost savings for developers.
Posted inAI
Automating ‘Log Peeking’: Lightning-Fast Error Analysis and Summarization with DeepSeek and Python
Learn how to build a Python script to automatically analyze error logs using the DeepSeek API. A practical solution to help DevOps summarize incidents and find root causes in seconds.
Posted inAI
Building GraphRAG with LangChain and Neo4j: When AI Needs to Deeply Understand Data Relationships
A guide to building a GraphRAG system by combining Neo4j and LangChain. This solution helps AI understand complex data relationships, reducing hallucinations and increasing accuracy compared to traditional RAG.
Posted inAI
Debugging and Monitoring LLM Apps with LangSmith: From “Needle in a Haystack” to Production Visibility
Learn how to use LangSmith to debug LLM applications, monitor latency, and optimize token costs. This article shares practical experience for managing AI apps in production.
Posted inAI
IT Automation: Don’t Just ‘Chat’ with AI, Turn It Into a Real Agent
No more manual log monitoring! Discover how to combine Python scripts with AI APIs to automatically detect, analyze, and suggest server fixes in seconds.