Tooling for production AI moved forward: Vercel shipped AI SDK 7 for agents, Cloudflare added saga rollbacks to Workflows, and Hugging Face made vLLM servers a one-command job. Safety and governance loomed alongside capability, from Claude Code’s stricter shell handling and telemetry to Schneier’s take on liability. Research notes on hybrid token prediction and type-level race prevention rounded out the day.