Use cases
Each case study shows one complete use case following the same format — starting situation, prerequisites, workflow, result artifacts and a key-figures card without pricing, on its own detail page. Five out of five examples are synthetic and each one is marked as such.
Every case study follows the same structure on its own detail page: starting situation and goal with a clear statement of what was not automated; prerequisites; the workflow from ticket through plan and implementation to the pull request; the result artifacts; a key-figures card with data origin and measurement period; and a path into the cockpit for your own details.
Every example on this page was created for illustration. It is not a promise about the duration, quality or cost of a future run of your own — your own figures appear in the cockpit after logging in, within your own tenant context.
Synthetic example — illustrative magnitudes, not a measurement.
Modernizing a legacy Java codebase
A grown Spring project on an outdated Java and framework version is broken into checkable slices and moved step by step to a defined target level.
Stack profile: java-spring-boot-4-hexagonal
Synthetic example — illustrative magnitudes, not a measurement.
Targeted feature slices in an existing codebase
A clearly scoped story is added to an existing application — broken into individual, manageable slices instead of loading the entire codebase at once.
Stack profile: typescript-node-20-express
Synthetic example — illustrative magnitudes, not a measurement.
Bug fix with a regression-test cycle
A reported bug first gets a regression test that demonstrably shows it red, then the fix, until that same test turns green.
Stack profile: php-laravel-13
Synthetic example — illustrative magnitudes, not a measurement.
Greenfield project from a specification
A requirement text turns first into a structured specification, then a repository scaffold, and finally into workable epics.
Stack profile: typescript-react-vite-spa
Synthetic example — illustrative magnitudes, not a measurement.
Repository and architecture standardization
A stack profile with guardrails, defined once, is applied repeatedly to several repositories of the same team instead of restating the alignment every time.
Stack profile: go-1.27