Monitor Website Changes with Python
Get notified when any website changes. Clean Markdown diff + Claude for intelligent detection. No CSS selectors. Complete Python implementation with SQLite, diff generation, and Slack/email alerts.
Turn Any Website Into a JSON API with Python
Most websites don't have an API. Here's how to build one yourself in 30 lines: fetch clean Markdown with UnWeb, extract structured data with Claude, wrap it in FastAPI.
Building a Competitor Price Monitor in Python
Track competitor pricing automatically: fetch product pages as clean Markdown, extract prices with Claude, store history, and get notified when something changes. No selectors to maintain.
Extracting Structured Data from Any Web Page with Python and Claude
CSS selectors break on site changes. LLMs need clean input. Here's the approach that works: convert any URL to clean Markdown with UnWeb, then use Claude to extract typed JSON from the text.
How to Scrape JavaScript-Rendered Pages in Python
requests.get() returns skeleton HTML on JavaScript-rendered sites. Here's why that happens and three ways to fix it — including why headless browsers aren't always the answer.
Web Scraping with Node.js: Clean Markdown from Any URL
axios + cheerio fails silently on React, Next.js, and Vue sites. Here's a quality-gated approach using the UnWeb Node.js SDK.
Building a Web Research Agent with Python and Claude
A web research agent that actually works: fetch any URL, convert to clean Markdown, extract structured facts with Claude, and synthesize a report. No skeleton HTML, no prompt engineering for messy DOM.
Markdown as Developer Workflow Infrastructure
Markdown is now the universal exchange format for LLM pipelines, AI agents, and developer tooling. Here's how to treat web-to-Markdown conversion as first-class infrastructure rather than an afterthought.
How to Build a RAG Pipeline with Live Web Data Using Python
Stop polluting your vector store with skeleton HTML. Use UnWeb's quality score to pre-filter JS-rendered pages before they corrupt your RAG pipeline.
How to Convert Any Webpage to Markdown from Claude Code with UnWeb MCP
Install the UnWeb MCP server in 3 lines of config. Your AI coding assistant can convert any URL to clean Markdown or crawl entire doc sites — with a quality score on every response.