Gergely Orosz · 2 min read · Product Teams
The Pulse: Did capacity shortages turn Anthropic hostile to devs?
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The Pulse examines ongoing AI-tool access and capacity dynamics across Big Tech, focusing on whether Anthropic's capacity constraints have led to more restrictive treatment of developers (e.g., Claude Code access removed and a reportedly 'dumber' model). It also notes compute deals (SpaceX), tool bans and lifts (Amazon), data-labeling work being pushed to engineers at Meta, and a trend toward small AI-forward teams, plus a major GitHub pricing revamp.
Key Takeaways
- Anthropic's handling of dev access and model quality amid capacity concerns has sparked speculation about a more hostile stance toward developers.
- There is a growing trend toward small AI-forward teams (5-10 engineers) and reassigning routine tasks like data labeling to engineers, with caveats about scope and job security.
- Big platforms are reshaping AI tooling access and policy (SpaceX compute, Amazon ban lifts, GitHub pricing changes), signaling a broader recalibration of cost and tool availability.
- GitHub's pricing overhaul—moving to API-token pricing and shifting away from request-based pricing—will affect subscription value and usage predictability.
Excerpt
The Pulse is a series covering events, insights, and trends within Big Tech and startups. Notice an interesting event or trend? Hit reply and share it with me. Today, we cover: Did Anthropic turn hostile on devs because capacity was running low? For the past few weeks, Anthropic has continually upset devs with its “dumber” model, and by removing Claude Code access from some paid accounts. After securing lots of compute from SpaceX, could the reason have been to conceal capacity issues? Amazon finally allows Claude Code and Codex usage . The online retail giant wanted to improve its own…