YakDataFDE Project Files

FDE Project Files · Episode 02

Turn Expert Judgment Into System Requirements

Turn expert judgment into explicit rules, evidence requirements, context fields, workflow states, exceptions, and contracts that software and QA can test.

Coming weekly after Episode 1. Target runtime: 45 to 55 minutes.

Questions this episode answers

Make expert judgment explicit enough for software to test.

These are the questions the episode keeps returning to across product, engineering, evaluation, and ownership.

System question

Can the team distinguish what the system can observe from what it must infer?

Leadership question

Does the workflow collect the context needed before the system makes an important claim?

Production question

Are rules, evidence, error states, and interfaces explicit enough to test?

What you’ll see

What Episode 2 shows.

The walkthrough stays anchored to real artifacts and the decision each one supports.

01Raw expert judgment

The checklist, examples, and domain rules before they are normalized for software.

02Rule schema

Identifier, condition, evidence, severity, confidence behavior, and outcome.

03Evidence tiers

Examples that separate directly observable facts from claims that need context or should remain uncertain.

04Context contract

The structured information the system asks for instead of inventing missing business context.

05User workflow

Artifact → context → evaluate → inspect → verify or reject → rerun.

06First interface contract

Structured request, response, evidence, progress, review, and error states shared by frontend, backend, and QA.

Concrete 77 Rules evidence

A rule is only useful when the system knows what evidence makes it true.

Rules 77, 78, and 86 are public examples of expert judgment expressed as explicit checks: comparative context, reporting time range, and consistent monetary units. The episode uses examples like these to show how domain knowledge becomes software behavior.

Review the 77 Rules case boundary and evidence →
77 Rules audit workspace

Start here

Use the same production map with your own system.

The free Starter Pack gives you the shared production map, role structure, definition-of-done framework, and core checklists used across the series.

Get the free Starter PackApplying this to live work? See Production Reviews →