How I Use AI To Build FocusToday Without Losing The Plan

AI Needs A Project Control System

AI can help with serious project work, but it needs a control system. Without one, the project can become a pile of disconnected changes that are hard to review, explain, or maintain.

A FocusToday Build Workflow

AI makes it easy to move fast. That is useful and dangerous. A vague request like "improve the app" can produce a large diff, but not necessarily a better product.

For FocusToday, the safer pattern is different. An idea becomes a short spec. The spec explains the goal, scope, action items, and acceptance criteria. AI can help implement or review it, but the project plan remains the control system.

This matters because product development is not only typing code. It is choosing what not to do, preserving consistency, and keeping future work understandable.

The closest traditional pattern is not "let the tool decide." It is issue tracking, code review, and acceptance criteria: clarify the job, make the change, inspect the diff, and keep the record.

Four Controls Around AI Work

Use four controls around AI work:

1. Write the task before generating changes.
2. Keep the task small enough to review.
3. Check the result against acceptance criteria.
4. Save decisions in durable docs, not only in chat history.

Example

Vague request:

Make planning better.

Bounded request:

Create a weekly article plan with one practical article, one case study, and one build-in-public post each month. Update the docs index and keep article IDs stable.

The bounded version can be checked. It has an outcome and a finish line.

Practical Takeaway

Before asking AI to build, write the smallest useful spec you would be willing to review. Include the user problem, the files or surfaces in scope, and the checks that prove the work is done.

If the prompt cannot be checked, the result will be hard to trust.

Common Mistakes

Do not let AI decide product priority just because it can generate a plausible answer. Use AI for options, drafts, implementation, and review. Keep judgment, sequencing, and taste human.

Use FocusToday

You can manage AI-assisted work in FocusToday the same way: write a concrete task, keep the active work visible in the Focus view, and review completed work to decide what should change next.

Sources And Influences

Influenced by software review practice, Getting Things Done, and systems thinking.