Start with a defined trigger
An engineering owner selects a bounded subsystem for documentation.
Software modernization
Legacy Code Documentation:
Legacy Code Documentation:
the workflow in practice.
Selected subsystem-to-documentation draft
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.
Do not expose secrets from configuration. Static analysis cannot prove every runtime path or production configuration.
Assemble the right context
Read authorized code, configuration examples, existing tests and relevant operational notes.
Perform the bounded task
Draft entry points, dependencies and data flow, linking statements to code and flagging assumptions.
Review before taking action
Maintainers verify the explanation and validate important runtime behavior in an appropriate environment.
Deliver and record the result
Store accepted documentation alongside the code with ownership and a review date.
Build an improvement loop
around real work.
Measure incorrect claims, missing dependencies, investigation questions answered and maintenance effort.
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.