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.
Proto engineering · October 10, 2026The reasoning behind useful agent systems.
Technical articles about evidence, boundaries and the transition from one-off work to repeatable operations.
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What makes AI work reviewable?
A useful review connects the request, the evidence, the proposed action, and the observed result.
Proto engineering · October 10, 2026When 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.
Proto engineering · October 10, 2026