Use cases
One measured reference run and four scenarios from the everyday life of product teams: from the bug fix with a regression test to the long-postponed migration to the new project from a specification. Each case study shows the flow, the result and the key figures.
Reference run
Bug fix with a regression-test cycle
One reported Laravel bug, three commits, about 24 minutes: the fix, the callers brought in line and a regression test that pins the bug down for good. Measured on a real run.
Stack profile: php-laravel-13
Example scenario
Modernizing a legacy Java codebase
The migration that has been postponed for years, as a chain of small, individually checkable steps: a grown Spring project onto Java 25 and Spring Boot 4, commit by commit.
Stack profile: java-spring-boot-4-hexagonal
Example scenario
Targeted feature slices in an existing codebase
A clearly scoped story is added to a large application: broken into manageable slices, each with its own test, without anyone having to load the entire codebase.
Stack profile: typescript-node-20-express
Example scenario
Greenfield project from a specification
From a requirement text to a running project: first a structured specification, then the repository scaffold, then epics that get worked story by story.
Stack profile: typescript-react-vite-spa
Example scenario
Repository and architecture standardization
Decide once what your repositories should look like, then apply the profile to all of them: one pull request per repository, each checked against the same guardrails.
Stack profile: go-1.27
Example scenarios show typical orders of magnitude; the reference run carries the measured values of one released run. Your own figures appear in the cockpit once you sign in.