Start with a defined trigger
An engineer selects a scoped issue and an approved working branch.
Software engineering
GitHub:
GitHub:
the workflow in practice.
Issue-to-pull-request preparation
FROM INPUT TO HANDOFFA clear job
Explore the architecture behind the pattern ↗
A clear job
for every step.
This is a proposed workflow pattern. We confirm data access, permissions, integration options and review ownership with your team before implementation.
Confirm repository permissions, protected branches and secret-handling rules. Untrusted issue text must not authorize commands or access.
Assemble the right context
Assemble relevant repository files, contribution rules, design decisions, test commands and acceptance criteria.
Perform the bounded task
Prepare a bounded implementation plan or candidate diff with a clear explanation of affected behavior and verification needs.
Review before taking action
A human reviewer checks correctness, security and maintainability. Existing branch protection and release authority remain in place.
Deliver and record the result
Submit the reviewed change through the normal pull-request process with test evidence and documented limitations.
Build an improvement loop
around real work.
Measure reviewer effort, accepted changes, regressions and rework caused by missing context.
Keep the input, relevant context, review decision and final result connected. When a reviewer corrects something, use that evidence to improve the instructions or integration, then validate the change against representative cases.
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.
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 ↗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 ↗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.