TuxNest · local-first AI engineering
Context & memory
Context should privilege the current task and repository evidence before older conversational material.
Built around control.
Minimal interface, explicit model choice, reviewable changes and evidence you can inspect.
01Current task first
User intent anchors the context window.
02Workspace evidence
Relevant source and diagnostics should outrank stale memory.
03Recent conversation
Preserve continuity without displacing current facts.
04Older memory last
Use only when materially relevant.
Local AI should feel local.
Your editor, your model runtime, your hardware and your approval remain first-class parts of the workflow.