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Field notes from
the build.

Practical writing on AI automation, search, and shipping custom systems in production.

April 12, 2026 · GEO · SEO · Local Business

Why AI Search Changes How Local Businesses Get Found

Traditional SEO still matters—but Answer Engine Optimization is how local brands show up when customers ask ChatGPT, Claude, or Perplexity for recommendations.

March 8, 2026 · AI Agents · Automation · Operations

Building Always-On AI Agents Without Replacing Your Team

Voice and chat agents should qualify leads and answer FAQs—not replace the humans who close deals. Here is how we design handoffs that actually work.