Local storage and model data flow
Where a session is stored and where its task context is processed are separate questions. A useful architecture review answers both.
Enterprise architects and security reviewersEngineering
The reasoning behind useful agent systems.
Technical articles about evidence, boundaries and the transition from one-off work to repeatable operations.
What makes AI work reviewable?
A useful review connects the request, the evidence, the proposed action, and the observed result.
Technical leaders and workflow ownersWhen should a recurring task become a workflow?
Repetition is a useful signal. Stable inputs, explicit decisions, and known failure handling determine what is ready to automate.
Technical architects and operations owners