Five releases from July 28–August 1: Kimi K3 open weights on HuggingFace, MCP 2026-07-28 stateless spec, OfficeCLI for agents, GLM-5.2 comparison, and VS Code Copilot updates.
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,...
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...
Yesterday, backend-reviewer inspected pull requests with one model, read only the repository and...