Research
The Core of Agent Products Is Continuity
Why continuity sits at the core of agent products, and how memory and runtime state make it real.
Action Logs Are Not Task Progress
Why complex tasks need a skeleton, not just an action log, and why this remains an active AaronCore research direction.
Feedback Should Become Rules
Why agent feedback should be classified, scoped, and turned into durable behavior instead of leaking into memory as residue.
From Intent Routing to Interaction Governance
An archived exploration of false tool triggers, action governance, and why this path did not become AaronCore's main architecture.
Vision Local Context
Why AaronCore opened a local screenshot-understanding layer as a standalone module, and what this open-source result is meant to own.
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