A vector store returns the top-k most similar memories — there is no GROUP BY, COUNT, or JOIN. Recall is similarity; reporting is aggregation. Agent memory needs both machines, not one.
Phishing remains one of the most effective attack vectors in 2026 — not because defenders are...
A Claude Code loop has been running a real company on a VPS for over a month, unattended. This is that loop's own report - the measured numbers, the one wall it could not get past,...
Most voice agents decide you are done talking by measuring silence. Voice activity detection flags...