Your team owns the build.
Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.
Explore the $2,500 package ↗Prepare a reasoned regression-test scope from a change's dependencies and the behavior it may affect.
Running everything can be expensive, but a narrow selection based only on changed filenames may miss important interactions.
Help engineers choose and explain a validation scope while making its limitations visible.
A team prepares a reviewed change for validation.
Suggest affected behavior areas and candidate tests, explaining the evidence and any coverage gaps.
Engineers approve the test scope and determine whether a wider suite or manual review is required.
A proposed test selection is not proof of complete coverage. Keep mandatory repository and release checks in force.
Measure missed affected areas, unnecessary checks, unexplained omissions and selection effort.
Before expanding the workflow, compare the result with the current process. Include review effort and exceptions in that comparison so the improvement reflects the team's actual experience.
Read the implementation guide ↗The workflow stays centered on your business. The engagement determines who learns, implements and operates it.
Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.
Explore the $2,500 package ↗Get everything in DIY, three months of workshops, weekly team sessions and direct implementation coaching.
Explore guided implementation ↗Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.
Explore managed delivery ↗Prepare concrete examples of expected behavior so business owners, developers and testers can review the same target.
Explore this solution ↗Organize a bug report into a reproducible sequence with environment details, evidence and remaining questions.
Explore this solution ↗Prepare tests around meaningful behavior and failure modes, using the project's existing testing approach.
Explore this solution ↗Bring a process, a bottleneck, or an idea. We'll help you decide what to automate, what to keep under human review, and where to begin.