
Web Scraping in the AI Age: What Actually Changed
Web scraping in the AI age broke twice over: LLMs killed the CSS selector, and AI crawlers exploded while referral traffic collapsed. Here is what changed.
Featured readI help teams move faster with resilient cloud infrastructure, elegant full-stack systems, and tooling that developers genuinely enjoy using.
Latest Writing
Five recent posts on AI workflows, modern tooling, and practical engineering moves that ship faster.

Web scraping in the AI age broke twice over: LLMs killed the CSS selector, and AI crawlers exploded while referral traffic collapsed. Here is what changed.
Featured readMCP round-trip overhead can balloon a task from 2,000 to 150,000 tokens. Move the loop inside one MCP tool to collapse N calls into a single round-trip.
Run Claude Code from your phone two ways in 2026: official Remote Control with a QR scan, or SSH and tmux over Tailscale for API keys and overnight runs.
Skip the $25/month managed hosts. Use Claude Code to self-host a Minecraft or ARK game server in 15 minutes with zero DevOps knowledge required.
AI crawlers from OpenAI, Meta, and Anthropic are hammering sites with millions of requests per month. robots.txt alone does not stop them. Here are the 4 layers that actually work.