Step 2.2 - running one 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
*The generated hypothesis is based on MEMORY.md, other report files with failures, codebase investigation etc