The Pulse: Did capacity shortages turn Anthropic hostile to devs?
Capacity crunch is changing how AI labs treat developers. Anthropic's latest move signals a shift.
Why it matters
Multiple signals suggest AI model providers are tightening API access and shifting resource allocation amid capacity constraints. This has direct implications for how developers plan integrations and which platforms they prioritize.
The key facts
5 to knowAnthropic reportedly shifting stance on developer access amid capacity shortages
Amazon now permitting engineers to use Claude Code and Codex (previously restricted)
Meta forcefully reassigning engineers to data labeling work ahead of layoffs
Pattern of 'AI-forward' smaller teams emerging as alternatives to large-scale deployments
Source: Pragmatic Engineer newsletter (May 7, 2026)
Go to the source
Pragmatic Engineernewsletter.pragmaticengineer.com
Publisher excerpt: Also: Amazon finally allows engineers to use Claude Code and Codex, Meta forcefully assigns engineers to data labelling work ahead of layoffs, more small “AI-forward” teams, and more