Start With the Smallest Valuable Loop
A product note on MVPs, user demand, and why the first useful loop is more important than the first complete system.
Notes
We write about the decisions behind the software: understanding a workflow, choosing a data model, connecting systems, and deciding where AI belongs. These notes are a way to examine the work, share what we learn, and keep improving.
A product note on MVPs, user demand, and why the first useful loop is more important than the first complete system.
A product judgment note about when AI belongs in a workflow and when it is just a decorative shortcut.
An engineering note about package boundaries, explicit data shapes, and keeping a growing Astro workspace understandable.
An engineering practice note about using AI agents without losing ownership, traceability, or review quality.
A practice note on making transformation practical by starting with one real workflow, one owner, and one measurable improvement.