condoo.VibeIterating on Your App
Evolve your condoo.Vibe project with focused follow-up prompts that improve design, functionality, workflows, and user experience over time.
Your first build is just the beginning.
condoo.Vibe is designed for continuous product development. Once your first version is working, you can keep talking to your AI product team to improve the design, add functionality, change workflows, and expand the application over time.
You don't need to start over every time your idea changes.
Build → Review → Improve → Repeat
Your app is meant to evolve
Most successful products aren't built perfectly in one attempt.
They evolve.
You might begin with:
Build a booking website for a fitness studio.
After seeing the first version, you might realize you need customer accounts:
Add customer accounts so members can log in and see their upcoming bookings.
Later:
Add monthly memberships with three subscription plans.
Then:
Create a member dashboard showing bookings, membership status, payment history, and available classes.
You're still building the same product.
condoo.Vibe helps you evolve it one decision at a time.
The condoo.Vibe iteration loop
A useful way to work with condoo.Vibe is through a continuous development loop.
Build
Create the first version of a feature or product.
Review
Use the application and see how it actually looks and behaves.
Identify
Decide what should be improved, changed, removed, or added.
Prompt
Tell condoo.Vibe what you want to change.
Test
Review the new version and make sure the change works as expected.
Repeat
Continue evolving the application as your needs change.
You can repeat this process throughout the life of your product.
Start by using what condoo.Vibe built
After condoo.Vibe completes a feature, interact with it before immediately asking for more changes.
If condoo.Vibe creates a CRM, for example:
- Create a lead.
- Edit the lead.
- Search for it.
- Change its status.
- Create a follow-up.
- Refresh the page.
- Try it on mobile.
This can reveal things that aren't obvious from simply looking at the interface.
You might discover:
- An important action is difficult to find
- A workflow requires too many steps
- Information is missing
- A mobile layout needs improvement
- A feature behaves differently than expected
- Another feature would make the workflow much better
Those observations become your next prompts.
Iterate on design
You can ask condoo.Vibe to improve specific parts of your application's visual experience.
Instead of:
Make it look better.
Try:
The dashboard feels visually flat. Improve the information hierarchy. Make the primary KPIs more prominent, reduce the visual weight of secondary information, and add more spacing between the major sections. Keep the existing functionality unchanged.
Or:
The hero section has too much text above the fold. Shorten the supporting copy, make the headline more prominent, and give the primary CTA more visual emphasis. Keep the existing navigation and brand colors.
Specific feedback gives condoo.Vibe a clearer problem to solve.
Iterate on functionality
You can also expand existing features.
Suppose your CRM already has a Leads page.
Your first version might allow users to create and edit leads.
Later:
Add search and filters to the Leads page. Users should be able to search by name, email, or phone and filter by status and assigned agent.
Then:
Add bulk actions so users can select multiple leads and assign them to an agent or change their status.
Then:
Add CSV import so users can upload an existing list of leads.
The feature becomes more sophisticated over time.
You don't need to anticipate everything during the first build.
Iterate on workflows
Some of the most valuable improvements aren't new pages.
They're improvements to how users accomplish something.
For example, imagine your application requires:
Lead → Open Lead → Create Follow-up → Select Agent → Choose Date → Save
After using it, you might decide this is too slow.
You could tell condoo.Vibe:
Improve the lead follow-up workflow. Add a quick "Schedule Follow-up" action directly on the lead detail page. Preselect the lead and assigned agent so the user only needs to choose the follow-up type and due date.
You're not asking for an entirely new feature.
You're improving the existing product experience.
Make focused changes
When possible, keep iteration prompts focused.
For example:
On the Properties page only, increase the property image size and move the price directly below the property name. Keep the filters, search, pagination, and property creation flow unchanged.
This clearly defines the scope.
Focused prompts are especially useful as your application becomes larger because they reduce unnecessary changes to parts that already work.
Protect what already works
As your product matures, some functionality may already be exactly how you want it.
Tell condoo.Vibe when it should be preserved.
For example:
Redesign the checkout page to make the pricing summary clearer. Do not change the existing Stripe integration, payment logic, subscription plans, or checkout functionality.
Or:
Improve the mobile navigation. Keep the desktop navigation completely unchanged.
A useful iteration prompt often contains both:
What should change
and
what should stay the same.
Change direction when you need to
Iteration isn't only about small improvements.
Sometimes you learn that the product itself needs to change.
Imagine you initially built:
A project management tool for freelancers.
After talking to customers, you decide agencies are a better market.
You can ask condoo.Vibe to help you understand the implications before rebuilding everything.
Use Explore or Plan:
We originally built this product for individual freelancers. We now want to reposition it for agencies managing multiple clients. Analyze the existing application and identify what needs to change in the product, data model, permissions, navigation, onboarding, and workflows. Don't implement anything yet.
Once you've reviewed the direction, you can plan and build the changes.
Use the right mode while iterating
Iteration can involve all four condoo.Vibe modes.
Build
When you know what should change:
Add a status filter to the Orders page.
Plan
When the change has significant dependencies:
Plan how to add multi-currency support across products, checkout, invoices, reporting, and existing customer data.
Explore
When you're not sure what the best improvement is:
Review the current onboarding flow and identify the biggest sources of friction for a first-time user.
Debug
When an existing feature isn't working:
Customers can successfully complete payment, but their subscription isn't being activated afterward. Find the cause and fix it.
Iteration isn't a single type of work.
Your mode should change depending on the problem you're solving.
Use feedback to improve your product
Once real people begin using your application, their feedback can become input for condoo.Vibe.
Suppose customers tell you:
"I can't easily tell which invoices are overdue."
You can turn that directly into a product request:
Users are having difficulty identifying overdue invoices. Improve the invoices page so overdue invoices are immediately recognizable. Add an Overdue filter and clearly display how many days each overdue invoice is past due. Preserve the existing invoice creation and payment functionality.
This creates a powerful loop:
Users → Feedback → condoo.Vibe → Product improvement → Users
You can iterate after publishing
Your application doesn't stop evolving because you've published it.
You can return to condoo.Vibe, make changes, test them, and publish the updated version.
For example:
Version 1
Launch your booking application.
Version 2
Add customer accounts.
Version 3
Add payments.
Version 4
Add subscriptions.
Version 5
Add staff scheduling.
Version 6
Add automated reminders.
Your live application can continue evolving alongside your business.
Small iterations vs major changes
Not every iteration should be treated the same way.
Small iteration
Change the CTA copy.
Build + Min.
Focused feature
Add search and filtering to the customer list.
Build + Min may be enough.
Significant feature
Add subscription billing with multiple plans and feature restrictions.
Consider Plan + Max, then Build.
Major product change
Convert this single-user application into a multi-tenant platform for agencies.
Plan + Max is strongly recommended before implementation.
Match the condoo.Vibe workflow to the complexity of the change.
Don't keep adding features blindly
Iteration doesn't always mean adding more.
Sometimes the right improvement is to simplify.
You can ask condoo.Vibe:
Review this dashboard and identify information that appears redundant or unnecessarily complex.
Or:
The onboarding process currently has seven steps. Analyze whether we can reduce the number of steps without removing required information.
Or:
This page has too many actions competing for attention. Simplify the interface around the three actions users perform most frequently.
Good product development involves removing friction, not just adding functionality.
When an iteration goes wrong
If a change doesn't produce the result you expected, don't immediately rebuild the entire feature.
Explain what went wrong.
For example:
The new design is better, but you removed the status filters from the original page. Restore the existing filters while keeping the new layout.
If the change introduces an actual error or breaks existing functionality, use Debug Mode.
That's what we'll cover next.
Build products, not generations
AI-generated software can sometimes be thought of as:
Prompt → Generated app → Done
condoo.Vibe is designed around a different model:
Idea → Build → Use → Learn → Improve → Ship → Learn → Improve again
Your product isn't defined by its first prompt.
It can continue evolving as you understand your users, your market, and your own ideas better.
That's what it means to work with condoo.Vibe as your AI product team.
Next: Fixing Errors
Not every iteration is about adding or improving something.
Sometimes something simply doesn't work.
Next, we'll look at how to work with condoo.Vibe when you encounter errors, broken features, unexpected behavior, or failed integrations.