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Software quality

Regression Test Selection
Managed AI Workflows.

Prepare a reasoned regression-test scope from a change's dependencies and the behavior it may affect.

THE OPPORTUNITY

Start where the work
gets held up.

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 WORKFLOW WORTH EXPLORING

Code change-to-regression proposal

A team prepares a reviewed change for validation.

Suggest affected behavior areas and candidate tests, explaining the evidence and any coverage gaps.

WHERE JUDGMENT BELONGS

Make the review point explicit.

Engineers approve the test scope and determine whether a wider suite or manual review is required.

Work within the real constraints.

A proposed test selection is not proof of complete coverage. Keep mandatory repository and release checks in force.

Success needs
a useful measure.

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 ↗
CHOOSE THE RIGHT SUPPORT

Build it. Build with us.
Or have us manage it.

The workflow stays centered on your business. The engagement determines who learns, implements and operates it.

DIY

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 ↗
DFY

We manage the foundation.

Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.

Explore managed delivery ↗
CONNECTED OPPORTUNITIES

Acceptance Criteria Drafting

Prepare concrete examples of expected behavior so business owners, developers and testers can review the same target.

Explore this solution ↗

Defect Reproduction Preparation

Organize a bug report into a reproducible sequence with environment details, evidence and remaining questions.

Explore this solution ↗

Software Test Case Design

Prepare tests around meaningful behavior and failure modes, using the project's existing testing approach.

Explore this solution ↗
START WITH YOUR WORK

Where is your team
doing too much by hand?

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.