Let the answer shape the form.
The next iteration gives the AI a richer interface vocabulary while keeping the person in control of what it understood.
The build journal / 2025 to 2026
Inside the work.
From the first request to the detail that changed the product.
Follow a project, choose a date, or find your own starting point.
Let the answer change the interview. Keep the question still.
An adaptive form still needs a stable place to read, answer, and understand progress.
“Backend” was not a baking service.
A long software development description exposed both an input limit and a cross language false match.
A price needs a unit. A profile needs evidence.
A polished generated profile must not turn missing information into a confident claim.
The model answered. The app threw it away.
A response shape mismatch quietly turned a live AI interview into hardcoded questions.
A portfolio is part of the answer.
Different services need different ways to show what makes them worth choosing.