Running Local LLMs on Old Hardware: A 2026 Practical Guide
Your 2019 ThinkPad with 8GB of RAM can run real AI models. Here is the exact setup, model picks, and performance numbers.
Local & Offline AI
Running AI models on your own hardware. No cloud, no subscriptions, no data leaving your machine. From Ollama setup to production agent pipelines.
Articles
Offline AI for Sensitive Documents: The Complete Setup Guide
Stop uploading contracts, medical records, and legal docs to ChatGPT. Build a fully offline document analysis system in 30 minutes.
Ollama vs LM Studio in 2026: What Actually Changed
Both tools got major upgrades this year. Ollama raised $88M and added cloud tiers. LM Studio launched a headless server. Here is what matters.
Building AI Agents Without LangChain: The 2026 Guide
LangChain has 1,800+ GitHub issues and your agent has 3 tools. You do not need a framework — you need 150 lines of Python.
Private Semantic Search: Building an Offline Vector Search Engine with SQLite and Ollama
Learn how to build a 100% offline, privacy-first semantic search engine for your markdown notes using Ollama embeddings and SQLite's vector extensions.
Zero-Dependency Local AI Agents: Skip LangChain
Why you don't need heavy frameworks like LangChain to build functional local AI agents. How to use vanilla Python or JS with Ollama's direct API.
Build an Ollama Client That Runs on 0.5MB RAM
Framework fatigue is real. Build a fully featured, beautiful chat interface for Ollama using only plain HTML, CSS, and Vanilla JavaScript.
How I Structure AI Prompts for Code Generation That Actually Works
The difference between AI-generated spaghetti and production-ready code is the prompt. Here's the framework I use every day.
Ollama vs LM Studio: Which Local AI Tool Wins in 2026?
Both tools let you run AI locally. But they take wildly different approaches — and the "best" one depends on what kind of developer you are.
How to Run an LLM on a 4GB RAM Laptop
Think you need a $3,000 GPU to run local AI? Absolutely not. Here's the guerrilla guide to running real LLMs on old hardware.
Self-Hosted AI for Private Document Analysis
Stop uploading sensitive documents to ChatGPT. Build a fully offline document analysis system that never touches the internet.
Six Months of Agentic Coding — What I Learned
I spent six months using AI coding agents daily. Here's what surprised me, what frustrated me, and what I'd tell someone starting today.