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 ↗Software development
Pull Request Review Preparation:
Pull Request Review Preparation:
plan the implementation.
Help reviewers spend time on the change's substance with a traceable starting point.
DISCOVERYAnswer the questions
Answer the questions
that shape the build.
What behavior changes? Which tests actually ran? Where should reviewers concentrate their attention?
Do not claim tests passed unless execution evidence exists. AI review preparation does not constitute approval to merge.
We use these answers to agree on integration boundaries, responsible reviewers, access controls and a definition of done. The proposal identifies dependencies and what is included before implementation begins.
FIRST IMPLEMENTATIONProve the useful part.
Prove the useful part.
Then expand deliberately.
Pilot a set of completed changes and compare proposed briefs with author corrections and review findings.
Measure the result
Measure unsupported test claims, missing behavior changes, irrelevant commentary and reviewer preparation time.
Prepare for everyday operation
Save the accepted description and reviewer checklist with the pull request.
Document the owner, support path and recovery procedure. Define how the workflow behaves when information is incomplete, access fails or a reviewer declines the proposed result. Agree on what needs fresh validation after a model or integration change.
CHOOSE THE RIGHT SUPPORTBuild it. Build with us.
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.
Work through it together.
Get everything in DIY, three months of workshops, weekly team sessions and direct implementation coaching.
Explore guided implementation ↗We manage the foundation.
Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.
Explore managed delivery ↗CONNECTED OPPORTUNITIES
AI-Assisted Code Change Planning
Prepare a scoped implementation plan from the repository's actual structure, conventions and test boundaries.
Explore this solution ↗START WITH YOUR WORKWhere is your team
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.