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◆ AI Learning · Situational

When should a developer stop during a multi-step project?

After a plan is approved, execute all parts of the plan without stopping. Only stop for major problems, spending approval, or actions that cannot be undone.

By Pawan Nayar · from the LLOS AI Learning record

The rule

After a plan is approved, execute all parts of the plan without stopping.

Only stop for major problems, spending approval, or actions that cannot be undone.

A developer should run all parts of an approved plan one after another. Do not ask for approval between each small step. Only stop if a real problem blocks progress. Stop if a task needs more money. Stop if a task will change data permanently.

A developer has a plan to update a website. The plan has steps A, B, and C. The developer finishes step A. The developer does not ask, 'Ready for B?' The developer moves directly to step B. The developer only stops if a step needs a manager's approval for spending.

Words you'll need

Resolved from this lesson's own record — real definitions, not invented for this page.

Sequential Decision-Making

Making choices one after another where each affects the next

Policy Optimization

Optimizing a policy (agent behavior) to maximize long‑term reward in reinforcement learning

Error Handling

What the AI does when it hits a wall

Resource Allocation

Deciding who gets what when there is not enough

Questions people ask

More from the same record, pulled by shared topic — not written new for this page.

Why should a developer copy an existing file instead of starting fresh, even if the task seems simple?

A specification often tells a developer to copy an existing file. The developer should open that file first.

How should a developer present different options for a project?

When a developer offers choices for a project, the developer must explain what each choice includes. This means describing what is new, what is reused, and what is uncertain.

How should a developer start a big content project using a new template?

A big content project takes many weeks. A developer should first test the new template.

What is the difference between a shareholder and a stakeholder?

A shareholder owns part of a company. A shareholder can vote on important company decisions.

What to remember

After a plan is approved, execute all parts of the plan without stopping. Only stop for major problems, spending approval, or actions that cannot be undone.