I Built a Multi-Agent Research Pipeline With Perplexity + Claude + n8n β€” Here’s My Exact Setup

I built a real multi-agent research pipeline connecting Perplexity for web research, Claude for analysis, and n8n for automation. Here is exactly how it works and what I learned.

Gemini Canvas vs Claude Artifacts: Which AI Builder Wins?

Gemini Canvas and Claude Artifacts both let you build and preview content inside AI chat. This comparison breaks down the differences, strengths, and limitations of each tool.

I Built an AI Website Monitor in 41 Minutes Using an AI Agent. Here’s What the Data Actually Shows.

This post was originally published on Medium. An AI-powered website monitor built with Python and a DeepSeek classifier costs under $0.06 per…

I Built an AI Agent That Monitors Websites. Here’s What It Caught in One Hour.

I Built an AI Agent That Monitors Websites. Here’s What It Caught in One Hour. An AI website monitoring agent powered by…

AI website monitoring agent dashboard showing detected changes
I Built a 3-Agent AI System. Here’s When Agents Actually Help (and When They Don’t).

I Built a 3-Agent AI System. Here’s When Agents Actually Help (and When They Don’t). My Afternoon Building a Tiny AI Newsroom…

AI Model Pricing and Performance Guide for OpenClaw and Local Agents (May 2026)

Understanding AI model pricing and performance is essential when choosing between models for OpenClaw or other local agent frameworks comes down to…

How to Build a Custom ChatGPT Clone with Python and Streamlit

You can build your own ChatGPT clone in about 200 lines of Python using the OpenAI API for the language model and Streamlit for the chat interface. The setup ta

Build a Vector Database from Scratch in Python

A vector database stores data as mathematical embeddings (lists of numbers) and finds similar items by measuring distance between those vectors. You can build a

How Do AI Tools Actually Work? A Plain-Language Guide

A plain-language explanation of how AI tools like ChatGPT actually work. Covers training vs inference, neural networks, why AI hallucinates, and practical tips for using AI effectively.

Which Jobs Will AI Replace by 2030? A Realistic Look

A realistic breakdown of which jobs AI will replace by 2030. Research-based analysis of high-risk roles, jobs that will survive, and new roles that will emerge. Backed by McKinsey, Goldman Sachs, and WEF data.