AI Archives - Page 4 of 7

Deploying Microsoft Phi-4 with Ollama: High-Performance SLMs for Edge and Local Hardware

May 25, 2026

Learn how to deploy Microsoft's Phi-4 Small Language Model locally using Ollama. This guide covers hardware specs, Python integration, and optimization for edge devices.

Building Self-Healing Infrastructure: Moving Beyond Simple Scripts to AI-Driven Remediation

May 19, 2026

Ditch the brittle bash scripts. Learn how to combine Python, log monitoring, and LLMs to build an intelligent, self-healing server that diagnoses and fixes its own errors.

Ditch the Subscription: Build a Private AI Coding Assistant with Continue and Ollama

May 16, 2026

Ditch GitHub Copilot. Learn how to build a fully self-hosted, private AI coding assistant using Continue.dev and Ollama with local LLMs like DeepSeek-Coder-V2.

Stop ‘Vibe Checking’ Your Prompts: A Practical Guide to DeepEval

May 11, 2026

Move past manual 'vibe checks' and learn how to automate LLM quality assurance. This guide covers using DeepEval to unit test prompts for faithfulness, relevancy, and hallucinations.

Build a Real-Time AI Research Agent: LangChain and Tavily API Guide

May 9, 2026

Build a production-ready AI Research Agent using LangChain and Tavily. Learn how to connect LLMs to the live internet for accurate, real-time data synthesis in Python.

Clean Data, Better RAG: Mastering Microsoft MarkItDown for Python Pipelines

May 9, 2026

Boost your RAG system's accuracy by standardizing data ingestion. Learn how to use Microsoft MarkItDown and Python to convert complex PDFs, Excel, and Word files into clean, LLM-friendly Markdown.

AI in Malware Analysis: Using LLMs to Deobfuscate and Summarize Malicious Scripts

May 7, 2026

Automate the most tedious parts of reverse engineering. Learn how to use LLMs to deobfuscate malicious scripts and extract threat intelligence in seconds.

Stop Guessing: Automate Your Prompt Testing with Promptfoo

May 7, 2026

Tired of manual prompt testing? Learn how to use Promptfoo to automate LLM evaluations, catch regressions, and compare model performance with this practical guide.

Boost Your Local LLM Speed: A Hands-On Guide to Speculative Decoding

May 6, 2026

Boost your local LLM speed by 2x or more. This guide covers the practical setup for Speculative Decoding using llama.cpp and vLLM on consumer GPUs.

Stop Repeating Yourself: Use CLAUDE.md for Smarter AI Coding

May 5, 2026

Stop wasting tokens and correcting AI hallucinations. Learn how a CLAUDE.md file provides the project-specific context Claude needs to write better code, run tests, and follow your standards.