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The data model behind an employee cost calculator is messier than the UI

BACKGROUND
1 SIGNALFIRST DETECTED 30 June 2026
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15 Oct
Building a UK tax and pension calculator that shows its sources

<h2> The problem: one job title, four pay systems </h2> <p>NHS pay looks like a single national table. It is not. Agenda for Change staff are paid under separate awards in

REPORT · WHEN · Dev.toOPEN STORY
30 Aug
What Building 77 Browser-Based Calculators Taught Me About Input Validation

<p>Building one calculator is straightforward. Building dozens of calculators with different units, assumptions, ranges, and failure modes is where input handling becomes the real

REPORT · WHERE · Dev.toOPEN STORY
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