THE HIGHER RATING CONTENT FIELD GUIDE

Practical systems. Open questions. Useful lessons.

Starting principles for creating with AI. Project reports will add measured experience over time; these guides are not claims of completed experiments.

WORKING PRINCIPLE 01

Content is inventory.

One recording can become a video, Shorts, social posts, an article, reusable clips, educational material, and references for future work. Each adaptation still needs care, context, and editing.

  1. Keep the original recording and transcript together.
  2. Give each source and derivative asset a clear name or identifier.
  3. Track where each piece was published and what can be reused.
  4. Review your inventory before planning another recording.
WORKING PRINCIPLE 02

Measure the whole workflow.

A tool can save editing time while adding time elsewhere. Record the full process before deciding whether an AI workflow is helping.

  1. Establish a baseline for the same kind of task.
  2. Record setup, prompting, checking, editing, and export time.
  3. Include subscriptions and other direct costs.
  4. Compare quality as well as speed, and note what changed.
WORKING PRINCIPLE 03

Make every cycle teach you something.

A finished piece is also feedback for the next production. Keep a short record of what you tried, what happened, and what you will change.

  1. Start with a specific question.
  2. Separate observations from assumptions.
  3. Record failures and unfinished questions.
  4. Choose a practical adjustment for the next cycle.
EXPERIMENTS I WANT TO DOCUMENT

From phone-only production to AI-assisted editing.

A 30-day phone-only content experiment, walk-and-talk recording, screen recordings, transcript processing, Google Drive workflows, AI agents, and testing tools such as FireCut and Submagic. The value will come from documenting actual use, costs, and results over time.

Explore the projects behind the work