YakDataFDE Project Files

FDE Project Files · Episode 06

Turn the Working Slice Into a Production System

Add the states, validation, retries, versions, regression tests, telemetry, access controls, deployment, and recovery behavior that real users require after the first successful run.

Coming weekly after Episode 1. Target runtime: 50 to 60 minutes.

Questions this episode answers

Make release a reliability decision, not a deployment event.

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

System question

Can the system explain and recover from timeouts, retries, bad input, duplicate actions, and malformed model output?

Leadership question

Can the team reproduce which model and rule versions produced a result?

Production question

Is release based on evidence rather than the fact that deployment succeeded once?

What you’ll see

What Episode 6 shows.

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

01Operating states

History, rerun, export, review, recovery, and useful explanation after the first run.

02Validation + recovery

Invalid inputs, unsupported formats, missing context, timeouts, retries, and idempotency.

03Versioning

Model and rule versions attached to runs so results are reproducible.

04Regression suite

Known-answer and failure-regression cases that preserve corrections over time.

05Telemetry

Errors, latency, model use, cost, unusual outcomes, and user events.

06Deployment + acceptance

Recovery workflow and explicit evidence for release, remediation, narrowing, or stopping.

Concrete 77 Rules evidence

Deployment is not the same thing as production readiness.

Project File 001 treats malformed output, missing context, timeouts, recovery, regression, and versioning as normal production concerns. A successful release command is only one event inside that operating system.

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 →