Start with a defined trigger
A developer selects an approved interface requirement with concrete acceptance examples.
Application development
React:
React:
the workflow in practice.
Feature brief-to-component change plan
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 framework version, rendering model and dependencies. Avoid introducing duplicate state or new packages without an explicit decision.
Assemble the right context
Assemble the relevant component structure, state conventions, design-system guidance and existing tests.
Perform the bounded task
Propose a small implementation plan or diff and identify loading, error, empty and permission states that need handling.
Review before taking action
An engineer reviews behavior and architecture, and verifies keyboard use and relevant rendering states before accepting the change.
Deliver and record the result
Submit the accepted implementation through normal code review with test evidence and visual references where useful.
Build an improvement loop
around real work.
Measure review effort, missed UI states, accessibility defects and regressions rather than generated line count.
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.