How I Built an AI Content Engine for a Consultant
Jon Shutt let his consultancy go quiet for a year. Here is the AI content engine I built from his own stories, with a quality gate that refuses to ship AI slop.
Field Notes
What I've learned building for funded teams, plus the occasional teardown.
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20x Search Impressions in 110 Days: A Real Estate Content Engine Case Study
An agency stalled on Juniper Real Estate's site for months. I rebuilt every page with an AI content engine, and Google impressions went from 40 a day to 1,500. Here is the data.
Cursor IDE: Save Tokens with Composer 2 Fast
Use frontier models for planning and Composer 2 Fast for execution in Cursor IDE. Save tokens, iterate faster, and bring bigger models back for bugs.
WordPress to Astro Migration: What I Killed, What I Saved, and Who Should Not Do It
I migrated bergitup.com from DreamPress WordPress to Astro on Netlify in two sessions of Cursor and Claude Code. Here is the real cost, the real timeline, and the one reason most small businesses and teams should stay on WordPress.
How I Built Kinship Careers in 40 Days with Cursor
A job board with deep company research, built solo in 40 working days. Here's what I cut, the stack I used, and the lessons that now shape every client build.
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