Huidong Lin — Work, Notes, About



Recent notes
All notesLearning the Work Before Building the Agent
In my first weeks of enterprise AI work, much of my time has gone into operating materials and presentations. It is changing how I think about where an agent could actually help.
Read noteA Place for the Unresolved
An unfinished question is not the same as missing information. A useful AI workspace needs to preserve disagreement and uncertainty without turning them into premature conclusions.
Read noteDesigning the Way Back
Before giving an agent more room to act, ask how its actions can be inspected, stopped, and reversed. Recovery is part of the working interface, not an afterthought.
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