// white paper · AI-driven delivery

Outcome
First

How we deliver software with AI: start from the outcome, define done in writing, and let evidence decide.

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// conventional vs outcome first

ConventionalOutcome First
Definition of doneFeatures completeGo/no-go criteria met
Who writes the codeEngineers write, peers readAI agents draft, people decide
Unit of reviewThe code changeAn evidence report
When quality is checkedA QA phase near the endOn every change

// inside

19 pages.
One case study.

  1. 01The business outcome
  2. 02The baseline
  3. 03The process
  4. 04How it differs
  5. 05How success was measured
  6. 06Lessons learned