You fixed the app. Customers are still reporting the same problem.
A customer changes their pickup store in your app. The screen says it worked. The order still goes to the old store, and now someone has to sort it out at the counter.
Store colleagues want to help the customer collect an order and get on with their day. The app team wants to improve shopping. Both are caught in the same problem because the feedback and the earlier fix never come together.
Korium in this storyMemory + Code + Skills + WorkflowsAn illustrative story, not a customer result. No customer is depicted.
Follow the work01What keeps happening
The feedback reaches the company. It never reaches the next change.
You run the mobile shopping experience for a retailer. Store teams report customers arriving for orders that went somewhere else, while app reviews describe a pickup choice that will not stick.
Those reports use different words and live in different places. Engineering fixed a store-selection issue in an earlier release, so a new complaint looks like an old ticket that can be closed.
Then someone reproduces the problem: changing the store after adding items updates the screen, but checkout still uses the original choice. The earlier fix covered a different path, and nobody brought that distinction into the next release review.
- Customer reports the wrong pickup store
- Support and app teams keep separate accounts
- An earlier fix is assumed to cover it
- The next order reaches the wrong store
02Where we would start
We’d follow one complaint all the way to the order.
We’d put the app feedback, the support investigation and the earlier fix beside each other. Which reports describe the same behavior, which app version was involved and what can the team actually reproduce?
The useful starting point is one confirmed customer problem. We would keep reported symptoms separate from a verified cause, then agree what a successful fix has to change for the person placing the order.
03What Korium would keep
Keep the customer’s problem with the exact path that failed.
A connected assistant could save the confirmed finding and its sources in Korium. Personal customer details do not need to come along with it:
“In the tested app version, changing pickup store after adding items updates the visible selection but leaves the old store on the order. The previous fix covered choosing a store before adding items. Check that the basket, checkout summary and submitted order agree after a later store change.”
Source: The de-identified support investigation, permitted app-review excerpts, the reproduction steps with the app version, and the earlier reviewed fix.
04The next person, the next task
The next change starts with the failed shopping trip, not an isolated ticket.
Before changing store selection, the coding assistant retrieves that finding from memory. Korium:code helps it locate the store-selection, basket-update and order-submission functions at the indexed commit; the assistant then checks the current checkout.
A testing skill gives it the team’s method for comparing those paths. The workflow carries the same customer problem from the report through reproduction, implementation and release review, so the team checks the order that was created, not only the screen that looked correct.
A plan based on the saved explanation
- Reproduce changing the pickup store both before and after adding items, using test orders.
- Trace the choice through the current code and test that the submitted order matches the final selection.
- Give the app and store-operations owners the findings, test results and any unresolved cases before release.
05Memory + Code + Skills + Workflows
Which parts of Korium help here?
Memory keeps the customer finding and the earlier fix. Code locates the implementation, skills guide the investigation and tests, and a workflow keeps the complaint connected to the change and the feedback after release.
- MemoryKorium:mem
Keep what customers experienced and what the team confirmed.
Korium:mem keeps the pickup problem, the reproduction steps, the app version and the limits of the earlier fix, with references to the evidence. Support and engineering can retrieve the same explanation without copying customer identities into it.
- CodeKorium:code
Find where the store choice becomes an order.
Korium:code points the coding assistant to named functions and their locations in the indexed commit. The assistant verifies the current code and follows the store choice through the basket and checkout; the index itself is not a record of what happened on a customer’s phone.
- SkillsKorium:skills
Use a consistent method to investigate feedback and test the fix.
We’d adapt skills for comparing reports, writing reproduction steps and testing the shopping paths your team supports. Those reusable instructions help the assistant distinguish a reported symptom from a tested finding and include the path missed by the earlier fix.
- WorkflowsKorium:workflows
Carry the complaint through a fix and a check after release.
The workflow would retrieve the investigation, locate the code, use the testing skills and bring the proposed change to review. It would also include saving the accepted result and checking later feedback against the released app version.
06What the team can do next
Store teams should be helping customers, not untangling app errors.
After the release, save what changed, which app version contains it and the tests that passed. Review new support cases and app feedback against that record rather than marking every similar complaint as already fixed.
If a report concerns an older version, the team can explain the difference. If someone reproduces a new failure on the updated app, keep it linked to this investigation so the next developer can see what was fixed and what was not.
The point of the fix is a customer collecting from the store they chose. Store colleagues can spend their attention on the person in front of them, and the app team can work on the next shopping improvement with a clear record of what this one changed.
How we would check whether it helped
- Check whether new reports on the updated app reproduce the same failure or a different one.
- Ask store colleagues whether pickup is easier for customers, alongside checking the reported path in the app.
- Track how often support and engineering have to reconstruct the earlier investigation.
One problem. A useful place to start.
Bring the app complaint that keeps coming back.
We’d follow it from the review or support case into the app, connect it to the earlier decisions and code, and define how you’ll check the next release. Start with one shopping experience your customers should not have to explain again.