Loop Engineering Maturity Assessment
Find your current level — from manual prompting to scheduled, multi-agent, and self-improving loops — and the single next upgrade that moves you forward.
The 7 Levels of Loop Engineering Maturity
You ask the AI one thing at a time and manually drive every step.
You reuse structured prompts, but the human still controls the workflow.
You chain multiple steps, tools, or prompts together, but validation is mostly manual.
The agent works toward a durable goal and checks a completion condition.
The loop runs on a schedule or event trigger with stop conditions and reports.
Specialized agents split work, review each other, or run in isolated worktrees.
The loop updates its own playbooks, memory, skills, or evaluation criteria under human-approved boundaries.
Your Current Level
You chain multiple steps, tools, or prompts together, but validation is mostly manual.
Manual checking is the bottleneck and is easy to skip.
Add automated validation and a durable completion condition.
How to Level Up
Each level builds on the one below it. Add the missing capability — reusable prompts, automated validation, retry logic, hard stops, scheduling, independent review — one step at a time. Do not skip the safety gates: human approval for high-risk actions matters at every level.
Lock in the next level with interactive, check-as-you-go lists for goal definition, agent safety, worktrees, and more.
Open the checklists