Do Not Hand the Whole Project to an Agent: Advance One Closed Loop at a Time
A task can be too large to control or too small to matter. The useful unit of Agent work is a bounded stage that changes reality, produces evidence, and informs the next decision.
Direct Answer
Key Takeaways
- A task can be too large to control or too small to matter. The useful unit of Agent work is a b...
- Handing an entire project to an Agent sounds like the highest form of automation.
- “Build a SaaS.”
- “Take this product from development to launch.”
Search Questions
- What is Advance one closed-loop stage at a time
- Why Advance one closed-loop stage at a time matters now
- What are the key shifts in Advance one closed-loop stage at a time
Full Insight
Handing an entire project to an Agent sounds like the highest form of automation.
“Build a SaaS.”
“Take this product from development to launch.”
“Grow the business.”
The Agent immediately starts decomposing requirements, writing code, changing pages, and creating documents. A few hours later, there are more files and more tasks, but one basic question has become harder to answer:
**Did the project move forward, or did a lot of activity merely happen?**
The larger the assignment, the more the Agent must decide what matters, what comes first, how far to go, and when to stop. That is not more automation. It is more product judgment hidden inside execution.
The opposite extreme is not much better.
You divide the work into “change one button,” “add one field,” “write one test,” and “replace one sentence.” Every item closes quickly. A week later, users still cannot complete the important action, and the market has taught you nothing.
An oversized task loses its boundary. An undersized task accumulates motion.
The useful unit of progress is neither the biggest assignment nor the smallest edit. It is one stage that can close a loop.
A closed loop is not a completed checklist
A stage closes a loop when at least three things happen:
1. a real state changes; 2. the result can be observed; 3. the evidence tells you whether to continue, adjust, or stop.
“Improve onboarding” is not a closed loop. It does not identify the action, the boundary, or the stopping condition.
- What is the core conclusion of Do Not Hand the Whole Project to an Agent: Advance One Closed Loop at a Time?
- Handing an entire project to an Agent sounds like the highest form of automation. “Build a SaaS.” “Take this product from development to launch.” “Grow the business.” The Agent im...
- Why should you pay attention to Do Not Hand the Whole Project to an Agent: Advance One Closed Loop at a Time now?
- A task can be too large to control or too small to matter. The useful unit of Agent work is a bounded stage that changes reality, produces evidence, and informs the next decision.