Step 2.x - running every iteration
Create a new branch
Create an hypothesis
Change the agent
Run the evals
Produces a REPORT.md
Updates MEMORY.md
Metrics improved
Continue from this branch
Rollback to prev. branch
AI text/layout recreation from video frame; verify against source image.