March 13, 2026
Ratchet: How I Let AI Optimize My Website 1% at a Time
Ratchet is an AI skill that runs autonomous experiments on your website — measuring metrics, making small changes, and keeping only what works. Here's how it works.

Nick Winder
Software & AI Developer
March 13, 2026
Ratchet is an AI skill that runs autonomous experiments on your website — measuring metrics, making small changes, and keeping only what works. Here's how it works.
February 26, 2026
AI models are distilling software knowledge in ways that blur copyright lines. What does it mean when an LLM writes its own library from its training data?
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Automate LLM bug fixing with LangSmith traces and Claude Code. Trace-driven development creates a feedback loop for autonomous investigation, debugging, and fixes.
February 2, 2026
Built a Claude Code skill to schedule Instagram posts via browser automation after the Meta Business API turned out to require business verification and existing MCP servers didn't work.
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December 26, 2025
A meta-plugin that uses Claude Code to build better Claude Code projects. Skills that generate skills, commands that capture knowledge, and AI that helps you build better AI workflows.
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Learn how to build domain-specific AI agents with Claude Code Meta. Automated project setup with custom skills, MCP integrations, and persistent context for developers.