Tools · Stacks
Start with a maintained default, understand why each component is present, and know when to switch.
These are method, workflow, and technical records—not shopping lists. Each one states its data flow, human checkpoints, operating boundary, evidence status, and known limitation.
Maintained starting points
No universal “best stack” is implied. Open a record to inspect default choices, alternatives, switch conditions, and the evidence boundary.
Compare model outputs for one bounded task without leaking model identity into the first judgment.
Turn one team workflow into a repeatable AI-assisted process with explicit human checkpoints.
Build a bounded knowledge assistant over maintained documents instead of relying on general model memory.
Build and release a small AI product without committing early to a large application platform or a long list of services.
