●MODEL — Export controls on Claude Fable 5 are lifted, restoring global access starting July 1●MODEL — Fable 5 is available across the Claude Platform, Claude.ai, Claude Code, and Cowork●SCIENCE — Claude Science offers up to $30,000 in credits for research projects; apply by July 15●CODE — Claude Code weekly limits are raised by 50% through July 13●CODE — Dynamic workflows enter research preview with parallel, verified end-to-end task handling●CODE — A self-hosted gateway brings SSO, policy enforcement, and per-user cost attribution●MODEL — Export controls on Claude Fable 5 are lifted, restoring global access starting July 1●MODEL — Fable 5 is available across the Claude Platform, Claude.ai, Claude Code, and Cowork●SCIENCE — Claude Science offers up to $30,000 in credits for research projects; apply by July 15●CODE — Claude Code weekly limits are raised by 50% through July 13●CODE — Dynamic workflows enter research preview with parallel, verified end-to-end task handling●CODE — A self-hosted gateway brings SSO, policy enforcement, and per-user cost attribution

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claude-api¹ deployment¹ infrastructure¹ streaming¹ production¹

⬡ API & SDK/2026-07-03Advanced

How Many Concurrent Claude API Requests Can You Actually Hold? Sizing Production Infrastructure with Little's Law and Measured Memory

Concurrency, queue depth, and memory are numbers you can derive, not guess. A working method for sizing Claude API production deployments with Little's Law, a memory probe, and a 30-minute load check — learned the hard way from an OOM crash.