Calculator methodology

The answer should survive a check.

Find the Figure treats calculator accuracy as product work. Formulas, conventions, edge cases and units are defined before interface polish, then the result is tested against representative and boundary cases before release.

Accuracy standard
Formula firstthe rule is defined before the presentation is optimized
Edge caseszeroes, boundaries and undefined states are handled deliberately
Visible assumptionsimportant conventions stay close to the result
01 · Define the job

One page should solve one real problem well.

Before building a calculator, we define the user question it is meant to answer and whether an existing tool already handles that job. Closely related questions can live in one strong workspace when that is clearer than publishing near-identical pages.

This prevents keyword variants from becoming separate tools unless they represent meaningfully different calculations or user decisions.

02 · Define the math

Formulas, units and conventions come before visual design.

Each calculator begins with the mathematical relationship or calendar rule it needs. We identify input units, output units, inclusivity rules, compounding periods, rounding behavior and assumptions that can change the result.

01
Formula

Write the calculation or conversion relationship explicitly.

02
Conventions

Define date counting, compounding, units, limits and other interpretation rules.

03
Boundaries

Decide what should happen at zero, invalid input, extreme values and undefined states.

04
Presentation

Only then decide the clearest way to ask the question and show the result.

03 · Category rules

Different calculators need different kinds of caution.

Date & timeCivil-date rules matter.

Month ends, leap years, inclusive counting and workweek conventions are tested rather than assumed.

MoneyAssumptions stay explicit.

Rates, terms, payment frequency and excluded taxes, fees or insurance are stated when they affect the estimate.

MeasurementsUnits stay traceable.

Defined conversion constants and geometry are kept separate from product-specific yield or waste assumptions.

04 · Testing

Normal examples are not enough.

Representative values establish that the ordinary case works. Boundary tests then target places where calculators commonly fail: zero denominators, negative values, leap days, end-of-month dates, zero-interest loans, very small decimals, invalid terms and values that should be undefined rather than silently forced into a number.

When a calculator relies on an external reference standard instead of pure arithmetic, the page should identify that basis where it materially affects interpretation.

05 · Rounding and locale

Precision should clarify the result, not manufacture certainty.

General results normally use practical display precision while calculations retain full JavaScript numeric precision internally until presentation. Integer quantities remain integers when fractional units do not make sense. Very small non-zero values may show additional decimal places so they do not incorrectly appear as zero.

Thousands separators, decimal presentation and readable dates follow the visitor's browser locale where supported. Currency-specific tools should respect the currency's normal precision rather than assuming every currency has two decimal places.

06 · Estimates and high-stakes use

A calculator is not a substitute for a governing rule or professional judgment.

Loan, mortgage, tax, retirement, health, construction and similar tools can be useful for planning, but real outcomes may depend on lender contracts, local law, clinical interpretation, product specifications, site conditions or other facts the calculator does not know. Those exclusions should be stated on the relevant page instead of hidden in a generic disclaimer.

07 · Corrections and improvement

Useful tools should get better without pretending to be freshly published.

When a formula, assumption, explanation or interface materially changes, the affected page can be reviewed and updated. Dates are not changed merely to make old content appear new. Search visibility is a consequence of making the tool more useful, not the reason to manufacture a revision.

For the broader product philosophy, read About Find the Figure. For data handling, read the Privacy Policy.

Use the result. Check the assumptions.

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