KeelenAnswer · improving a live app
How can I make my app better?
Updated 11 September 2026
Write down the three complaints your users repeat most. Turn each one into a clear change. Then ship one of them every week. Small releases you ship often beat rare redesigns. Each one tells you whether you were right. Before you add anything new, fix the two things that quietly lose people. The first is a slow first load. The second is a signup flow with more steps than it needs. If nobody has the hours to ship, an autonomous dev loop such as Keelen can help. It turns written requests into tested pull requests on your own GitHub repository, from $29 a month on your own AI subscription.
The trap is to treat "better" as a feeling. Pick one number that means better for your app. Good picks are activation rate or time to first value. You could also use crash free sessions or retention at day seven, then let that number decide which complaint you fix first.
What to do, in order
Collect the complaints you already have
Support messages, app store reviews, the questions people ask in onboarding calls, and your own list of things you apologise for. You almost certainly have enough signal already. Group them and count. The top three are your roadmap.
Fix the boring things first
Slow first loads cost you users, and error states that say nothing do the same. A signup flow with steps you can cut is another leak. So is anything that breaks on a phone. These never show up on a feature wish list. They cost you more users than any missing feature.
Pick one number and instrument it
Choose activation, retention, or crash free sessions. Pick the one that shows what your product promises. Without it, every choice is a matter of taste.
Ship weekly, in small pull requests
Ship every week. That forces each change to stay small and easy to undo. It also builds up. Fifty small improvements a year change a product more than one rewrite.
Make the shipping somebody's job
Most apps stall here. The plan is fine, and nobody has the hours. Put the work on your own schedule. Hire someone for it. Or hand it to an autonomous loop that works your repo for you.
Improvement is a cadence problem
Almost nobody runs out of ideas for their app. What runs out is the evening hours to build them. A backlog with no one to work it is just a document. Some teams improve in a way users can see. Those teams ship on a rhythm. A rhythm turns opinions into evidence at a steady rate.
Where an autonomous loop fits
You write the request in plain words. Keelen turns it into roadmap items and tasks. Each task gets acceptance criteria. It does eligible work. It can open a pull request for review. A pull request may still wait on its checks. It may also need a human decision. You steer with priorities and reviews instead of keystrokes. Autonomy is a setting you pick for each project. Plan review makes a human approve the plan before any code is written. Manual merge means Keelen opens the pull request and you click merge. Branch-only means it pushes a branch and never opens a pull request at all. Pause one project or the whole fleet whenever you want the keyboard back.
Unattended does not mean unreviewed
A separate adversarial reviewer reads the diff. It does not see the conversation that wrote the code. The review model comes from your project settings. Red first proof and clean checkout tests need a verified project test command. Gated auto-merge needs the repository checks and a review window you set up. Plan review, manual merge, and branch-only mode each pick where a person must decide. Check the real evidence before you accept the result.
What it costs
Keelen runs on credentials you connect. Anthropic Claude works with a Claude Code subscription login or an API key. No Max plan is required. You can also connect OpenAI Codex, GLM, Kimi, or xAI Grok. Coding-engine token use bills to your own provider account at cost. Keelen charges one flat monthly fee and adds no markup.
When Keelen is not the answer
- You have not shipped anything yet. Get a first version in front of real users before optimising it.
- You need product strategy more than execution. A loop runs the decisions you make. It does not make them for you.
- Your codebase is not on GitHub.
Hand the work to a loop
Connect a repository and write what you want in plain language. Review the tested pull requests that come back.
FAQ
What should I improve first?
Fix the thing you hear about most. If something is broken or slow, fix that first. Broken and slow parts lose users before anyone complains.
Can AI decide what to build next?
It can sort a backlog you give it. It can also turn down work that is not clear enough. Keelen does both. It should not invent product direction. What matters is still your call.
How fast can changes actually ship?
One task at a time, each in its own pull request. How long it takes depends on the task, setup, capacity, provider limits and decisions. The loop keeps working until you pause it.
Do I need to know how to code to use this?
You need to review a pull request or trust it. If you cannot review code, change one setting. Make the project require your approval on the plan. Then CI is the gate on the code itself.