Good Agent Retrieval Starts With an Evidence Budget
Reliable agents do not retrieve everything they can. They retrieve just enough evidence for the current step, verify it, and move on.
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AI Trends Roundup: storage layers, agent memory, and UI that agents can actually use
A builder’s read on the AI stack this week: better storage for moving artifacts, retrieval loops that reason, memory systems that learn, and safer agent-generated UI.