Mindvalley Stories
Case Study · AI Mastery

A student built a working blog writer that keeps a human in charge

A blog content creator that drafts posts from a single topic, with human approval stages built into every step, running on Gemma 27b.

This student set out to build a tool that writes blog content from nothing more than a topic, and they got it working. What stands out is the care in the design: people approve the work along the way, so the writing never runs off on its own. It is a clear example of turning an idea into a live demo during the program.

Shawn Shapiro
A builder exploring AI tools to help create written content.

Blog content creator

Before

Writing blog content usually starts with a blank page and a topic. This student wanted a way to get from that topic to a finished post without losing control over what got published. The idea was there, but it still needed to become something that actually ran.

“I have created a blog content creator that creates blog content based off of a topic.”

In their own words

The turning point

During the program they turned the idea into a working demo built on the Gemma 27b model. Instead of letting the AI write and publish freely, they designed human approval stages into the loop. That choice shaped the whole tool.

After

Today they have a working blog content creator that produces posts from a topic and pauses for a person to approve each stage. The demo is live and running. They are already planning the next step, adding image generation.

What it lets people do

The tool lets someone give it a topic and get blog content back, without starting from scratch. Because a human approves each stage, the person stays in charge of what the final post says.

What they learned

They learned that a useful AI tool does not have to replace the person using it. Building in human approval kept the work trustworthy, and getting a working demo out first left room to keep adding features like images later.

“It has in the loop human approval stages.”

In their own words

Blog content creator was built during AI Mastery.

Read the full submission
I have created a blog content creator that creates blog content based off of a topic. It has in the loop human approval stages. It will jave image generation in the future. Here is the working demo based on Gemma 27bt https://script.google.com/macros/s/AKfycbx-0jakYf9TgJG8xAjgu_6DLK_S5QffcJk1_PUFagsH9fe5u4-l5GExPcJhr0hf5sgn/exec?token=TEST12345

Written 16 February 2026 Submitted by the storyteller

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