These examples show how the framework is applied to different software changes.
For concept definitions, see the Framework page.
A customer reports a production issue.
The fix is small, but it still needs to travel through the same process as a major feature.
Does an urgent bug fix need the same delivery model as a larger change?
The workflow stays the same even when the change is urgent and small.
Not every change is small.
Sometimes an organization is building an entirely new capability.
When is a heavier delivery process justified?
Larger scope justifies deeper Validation while preserving the same workflow.
Part of the system must move to new infrastructure.
The work touches many components and may take weeks or months.
Should every infrastructure change follow the same process, or can delivery happen incrementally?
Incremental delivery can reduce risk without changing the framework.
A feature already exists in production but remains disabled behind a flag.
Enabling it becomes a separate delivery event.
What actually counts as "shipping" when deployment and release happen at different times?
Ship is defined by user availability, not only by deployment timing.
A schema change affects multiple systems and cannot always be released in a single step.
How should complex technical changes be delivered safely?
Complexity increases validation depth, not framework complexity.
Automated and assisted changes
The same framework also applies to changes that are automated or AI-assisted.
An automated dependency update waits for approvals and the next release window.
Does a version update require the same process as a product feature?
Automation can trigger Input, but it does not remove the need for Validation.
Bots continuously update configuration, documentation or infrastructure.
How much human involvement does an automated change actually need?
Automation changes who performs the work, not the structure of the workflow.
A developer uses AI to create a change in minutes.
The surrounding delivery process was designed for much slower development.
What changes when Development accelerates but the rest of the process stays the same?
Faster Development increases pressure on decision quality in Validation.
A security vulnerability requires an urgent update.
The change itself is small, but delaying it increases risk.
How quickly should a security-related change move through the delivery process?
Urgency changes delivery tempo, but validated confidence remains mandatory.
