Insights &
Engineering Notes
Thoughts on AI architecture, scalable systems, and the future of software engineering.
Claude MCP: What It Is, Why It Matters, and How to Use It for Your Business (2026)
MCP connects Claude directly to your business tools HubSpot, Shopify, Salesforce, Google Drive, and more. Here's the complete plain-English guide for business owners in 2026.
Claude Code for Business: The Complete Guide for Non-Technical Founders (2026)
Think Claude Code is only for developers? Here's the complete plain-English guide to how non-technical founders are using it to build products and automate in 2026.
Claude Cowork Is Here - And It's Not What You Think It Is
Claude Cowork went generally available April 9, 2026. It's not a chatbot upgrade — it's an AI that works on your computer autonomously. Here's the complete plain-English guide.
What Happens in the First 30 Days of an AI Automation Retainer (Week by Week)
Wondering what you actually get in the first 30 days of an AI automation retainer? Here's the exact week-by-week breakdown discovery, architecture, first live build, and handoff.
Claude Mythos vs GPT-5.4: Which AI Is Actually Better for Business in 2026?
Claude Mythos leads every benchmark but isn't publicly available. The real 2026 business decision is Claude Opus 4.6 vs GPT-5.4. Here's the honest comparison.
What Is OpenClaw? The Complete Guide to the AI Agent Taking Over Developer Workflows (2026)
OpenClaw is the fastest-growing open-source AI agent in history 247K+ GitHub stars in 60 days. Here's the complete guide to what it is, how it works, and what the Anthropic ban means.