TuxNest · local-first AI engineering
Editing & review
Generated code should remain a proposal until the user can inspect what changed.
Built around control.
Minimal interface, explicit model choice, reviewable changes and evidence you can inspect.
01Diff first
Present modifications as reviewable changes.
02Bound permissions
Respect workspace and tool policy.
03Validate
Run appropriate tests after changes.
04Report evidence
Distinguish completed verification from assumptions.
Local AI should feel local.
Your editor, your model runtime, your hardware and your approval remain first-class parts of the workflow.