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5 Tools for Building and Deploying AI Agents in Production

This article walks through five tools, one for each layer of the stack from building the agent's logic to running all of it at scale.

Run Qwen3.8-27B as a Local AI Coding Agent in Just 3 Commands

Download Ollama, pull and serve Qwen3.8-27B, and launch it with OpenCode using just three command lines.

5 Things Vibe Coding Gets Right and 5 Things It Gets Wrong

Is vibe coding the future of programming or a shortcut to bad code? Let’s look at what it gets right and wrong.

What Can I Actually Do with a Small Language Model?

But by keeping these limits in mind, and planning for them, we can effectively use these small, local models for the following broad operations scenarios.

5 Python Libraries That Make Data Cleaning More Enjoyable

This article covers five Python libraries that turn tedious data cleaning into something expressive and genuinely enjoyable.

How to Build a Simple AI Web Scraper with Python

Turn any webpage into a lightweight LLM-powered QA engine by cleaning HTML, converting content to Markdown, and returning focused answers while reducing token usage.

5 Fun Agentic AI Papers to Read

If you read only five papers on AI agents, make them these.

Building a Streaming Local AI Agent

Streaming gets used in two different ways when people talk about AI agents. Straighten out your understanding here.

Constraining Output Space for SLM Narrow Automation Optimization

This article will kick off a series on narrow automation optimization for SLMs, and as the first entry will cover one of the more most useful techniques for doing so: constraining the output space instead of parsing generated text.

5 Easy Ways to Install Python on Windows

Learn how to install Python on Windows using the Python Install Manager, WinGet, uv, Miniconda, or the official Python installer, and choose the best setup for beginners and Python development.