AI Archives - Page 6 of 11

Stop Copy-Pasting: Build an MCP Server to Connect Claude to Your Live Data

April 20, 2026

Tired of copy-pasting code and data into Claude? Learn how to build a Python MCP server to securely connect Claude Desktop to your local databases and private APIs.

Mastering Claude Code: How to Tame Your AI Agent with the .claude/ Directory

April 20, 2026

Stop Claude Code from hallucinating in your repo. Learn how to structure the .claude/ directory with custom instructions and project context for a stable, production-ready AI workflow.

Automating Claude Code: Using Hooks to Sync AI with Your Local Environment

April 20, 2026

Tired of manual 'npm install' or linting after AI edits? Learn how to use Claude Code hooks to automate your environment setup and verification.

From Chaos to Automation: Building a Production Ticket Tagging System with LLMs and FastAPI

April 19, 2026

A practical look at building a ticket classification system using Python FastAPI and LLMs. Includes real-world cost analysis, code examples, and 6 months of production insights.

Automating Code Reviews: 6 Months with AI-Powered PR-Agent and GitHub Actions

April 19, 2026

Learn how to integrate AI-powered code reviews into your CI/CD pipeline using PR-Agent and GitHub Actions. This 6-month production review covers setup, logic bug detection, and advanced configuration tips.

LLM Evaluation: Practical Methods and Tools to Measure AI Model Quality in Production

April 18, 2026

LLM evaluation is the practice of systematically measuring whether your AI model's outputs are accurate, relevant, and safe — not just fast. This guide covers practical setup with DeepEval and RAGAS, CI/CD integration, and production monitoring strategies drawn from real deployment experience.

Stop Copy-Pasting: Build an MCP Server to Connect Claude to Your Live Data

Mastering Claude Code: How to Tame Your AI Agent with the .claude/ Directory

Automating Claude Code: Using Hooks to Sync AI with Your Local Environment

From Chaos to Automation: Building a Production Ticket Tagging System with LLMs and FastAPI

Automating Code Reviews: 6 Months with AI-Powered PR-Agent and GitHub Actions

LLM Evaluation: Practical Methods and Tools to Measure AI Model Quality in Production

Building a Local AI Gateway with LiteLLM: Centralize OpenAI, Anthropic, and Ollama

LLM Fine-tuning with Unsloth and QLoRA: Training Llama 3 on Consumer GPUs

GPU-Accelerated Docker: A Production Guide to Installing NVIDIA Container Toolkit on Ubuntu

Beyond Vector Search: Building Knowledge Graphs with Microsoft GraphRAG and Python