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 ↗Engineering management
Technical Debt Review Preparation
Technical Debt Review Preparation
Managed AI Workflows.
Prepare a grounded discussion of maintenance problems, their impact and the options for addressing them.
THE OPPORTUNITYStart where the work
Start where the work
gets held up.
Technical debt becomes hard to prioritize when it is described as general code quality without evidence of operational or delivery cost.
Help teams connect proposed improvements to concrete problems and explicit tradeoffs.
A WORKFLOW WORTH EXPLORING
Maintenance concern-to-decision brief
An engineering owner selects a recurring technical concern for review.
Summarize the evidence, possible interventions and unanswered questions about scope and impact.
WHERE JUDGMENT BELONGS
Make the review point explicit.
Engineers verify the technical assessment and product owners agree on priority and acceptable tradeoffs.
Work within the real constraints.
Do not assign invented cost savings or treat unfamiliar code as inherently defective. Separate preferences from demonstrated constraints.
Success needs
a useful measure.
Measure unsupported claims, unclear scope, decisions reached and recurrence of the targeted problem.
Before expanding the workflow, compare the result with the current process. Include review effort and exceptions in that comparison so the improvement reflects the team's actual experience.
Read the implementation guide ↗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
Engineering Status Updates
Prepare project updates from verified work, decisions and blockers so stakeholders can understand what needs attention.
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.