Start with a defined trigger
A developer requests a readiness check for a candidate merge request.
Software delivery
GitLab:
GitLab:
the workflow in practice.
Merge-request readiness review
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 project permissions, protected environments and pipeline access. Generated text must not conceal failed or skipped checks.
Assemble the right context
Gather the issue, diff, project guidelines, relevant pipeline results and acceptance requirements.
Perform the bounded task
Draft a reviewer summary, identify missing verification and distinguish resolved requirements from remaining assumptions.
Review before taking action
The developer verifies the summary and required checks. Maintainers retain merge and deployment authority.
Deliver and record the result
Attach the approved explanation and follow-up items to the merge request without bypassing existing approval rules.
Build an improvement loop
around real work.
Track missed failures, review iterations, unclear scope and defects discovered after merge.
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 ↗CONNECTED OPPORTUNITIES
Jira
Turn issue conversations into reviewable implementation briefs and clearer acceptance criteria for development teams.
Explore this solution ↗Release Notes Preparation
Translate verified shipped changes into useful release notes for the people who rely on the product.
Explore this solution ↗Release Readiness Review
Assemble the evidence a release owner needs to decide whether a planned deployment is ready.
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.