KeelenAnswer — improving a live app
How can I make my app better?
Updated 20 August 2026
Write down the three complaints your users repeat most, turn each one into a specific change, and ship one of them every week. Steady small releases beat rare redesigns, because each one tells you whether you were right. Before adding anything new, fix the two things that quietly lose people: slow first load and a signup flow with more steps than it needs. If nobody has the hours to do the shipping, an autonomous dev loop such as Keelen turns written requests into tested pull requests on your own GitHub repository, from $29 a month on your own AI subscription.
The trap is treating "better" as a feeling. Pick one number that means better for your app (activation rate, time to first value, crash-free sessions, retention at day seven) and let it decide which of the three complaints 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
First-load speed, error states that say nothing, a signup flow with avoidable steps, and anything that breaks on a phone. These never appear on a feature wish list and they cost more users than any missing feature.
Pick one number and instrument it
Activation, retention, crash-free sessions: one number, chosen because it reflects the thing your product promises. Without it, every improvement argument is a matter of taste.
Ship weekly, in small pull requests
A weekly cadence forces changes small enough to reason about and reverse. It also compounds: fifty small improvements a year changes 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. Assign the work to yourself on a schedule, hire for it, or hand it to an autonomous loop that works your repository continuously.
Improvement is a cadence problem, not an ideas problem
Almost nobody is short of ideas for their app. What runs out is the evening hours to implement them, and a backlog with no throughput is just a document. The teams whose products visibly improve are the ones that ship on a rhythm, because a rhythm turns opinions into evidence at a fixed rate.
Where an autonomous loop fits
You write the request in plain language. Keelen turns it into roadmap items and dev-ready tasks with acceptance criteria, implements the top task, and opens a pull request that has already passed its gates. Then it picks the next one. You steer with priorities and reviews rather than with keystrokes. Autonomy is a per-project setting, not a personality. 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
Five gates stand between the loop and your main branch. New tests are applied without the implementation first and must fail, so tests born green are rejected. An independent reviewer that shares no context with the run that wrote the code reviews the diff. Your own test suite runs on a clean checkout. Nothing merges over a red required CI check. And a review window stands before gated auto-merge, which you can replace with plan-review sign-off, manual merge, or branch-only mode.
What it costs
Keelen runs on credentials you connect: Anthropic Claude (a Claude Code subscription login or an API key, no Max plan required), OpenAI Codex, Zhipu GLM, or Moonshot Kimi. Token usage bills to your own provider account at cost. Keelen charges a flat monthly tier and never marks tokens up.
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 rather than execution. A loop executes decisions; it does not make them for you.
- Your codebase is not on GitHub.
Hand the work to a loop
Connect a repository, write what you want in plain language, and review the tested pull requests that come back.
FAQ
What should I improve first?
The complaint you hear most, unless something is actively broken or slow. Fix broken and slow first: they lose users silently, before anyone bothers to complain.
Can AI decide what to build next?
It can order a backlog you have given it and refuse work that is underspecified, and Keelen does both. It should not invent your product direction. Judgement about what matters stays yours.
How fast can changes actually ship?
One task at a time, each as its own pull request. The first pull request on a connected repository typically lands within minutes of the first request, and the loop keeps working until you pause it.
Do I need to know how to code to use this?
You need to be able to review or trust a pull request. If you cannot review code, set the project to require your approval on the plan instead, and keep CI as the gate on the code itself.