Blog

Notes on AI content &
quality gates

Real posts from the builder. AI content tooling, open-source quality gates, and the mechanics of building Checkit.

backstoryai-contentApr 16, 2026
Why I built CheckApp
After ghostwriting 200+ AI-assisted articles in 2025, I stopped trusting AI output the moment I realized how often it slipped — plagiarism, made-up stats, legal claims nobody cleared. This is how that became a tool.
5 min readRead →