Free Lesson
A Content Pipeline That Won't Ship Junk
60 min
Oct 5, 2026 9:00 PM
What you'll learn
Turn "the output feels off" into a number
Score AI output across explicit dimensions so quality becomes a gate you can defend, not a gut-feel judgment call
A scored refine loop, running on a real draft
Watch a draft get accepted, iterated, or regenerated against a threshold—done means the score clears the bar
Guardrails so nothing sub-threshold ships
Apply the caps plus human-gate pattern that stops a weak, sub-threshold draft from ever reaching a real user
Why this topic matters
The fastest way to lose trust in AI output is to ship something that "looked good" and wasn't. Once your agent can publish, you need a gate between "generated" and "shipped" — and that gate has to be a number you can stand behind, not a vibe. This session gives you a scored, gated loop you can wrap around any generative workflow, so quality is enforced by design instead of hoped for.
