How I'm Building a Content Factory That Catches Its Own AI Slop
Generating 150 pages with AI is easy. Generating 150 pages that don't read like AI wrote them is the actual problem.
Mar 11, 202614 min read17

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Articles tagged with #django
Generating 150 pages with AI is easy. Generating 150 pages that don't read like AI wrote them is the actual problem.

I built security for "no one's looking." The open web is "everyone's looking." This is the post mortem of closing that gap. The thesis: identity + perimeter shift + observability beats reactive blocking.

When my API slowed down, I didn’t add Redis. I didn’t upgrade the droplet. I opened a Django shell and started measuring.

Cheapest checks first: A 64 cent, multi model pipeline that audits itself.

Most startups scale by throwing more hardware at the problem. I scaled by rethinking what to store.
