The Pulse: Did Capacity Shortages Turn Anthropic Hostile to Devs?
Anthropic has been throttling access to its Claude Code model, sparking developer frustration and raising speculation that the move masks a compute shortage. The company recently secured additional GPU capacity through a partnership with SpaceX, suggesting the constraints may be temporary. Meanwhile, Amazon reversed its ban on Claude Code and Codex, reopening its internal AI coding tools, and Meta reassigned a sizable slice of engineers to data‑labeling work amid broader layoffs. These shifts highlight growing tension between AI resource limits and developer demand across the tech sector.
The Pulse: AI Load Breaks GitHub – Why Not Other Vendors?
GitHub’s reliability has slipped dramatically, dropping from a 90% uptime rating to roughly 86% as AI‑driven workloads surged. The platform reports a 3.5‑times increase in service load, which it cites as the primary cause of recent outages and a high‑profile...
The Pulse: AI Token Spending Out of Control – What’s Next?
AI token spending has exploded in the last few months, with many tech firms seeing costs surge up to tenfold and budgets being breached. A survey of 15 companies reveals a scramble to rein in expenses and re‑evaluate AI agent...
The Pulse: ‘Tokenmaxxing’ as a Weird New Trend
Developers at firms like Meta, Microsoft and Salesforce are deliberately inflating AI usage by burning tokens to hit internal metrics, a practice dubbed "tokenmaxxing." At the same time, companies such as Uber have exhausted multi‑year AI token budgets in months,...
The Pulse: Industry Leaders Return to Coding with AI
Founders Mark Zuckerberg and Garry Tan are returning to hands‑on coding by leveraging AI agents, with Zuckerberg shipping code diffs for the first time in 20 years and Tan diving back into development at Y Combinator. At the same time,...
The Pulse: Is GitHub Still Best for AI-Native Development?
GitHub’s reliability has slipped to roughly 90% uptime, equating to about nine hours of downtime per year. The decline is linked to surging traffic from AI‑powered coding agents and a perceived leadership vacuum after the CEO’s departure. A third‑party status...
The Pulse: Cloudflare Rewrites Next.js as AI Rewrites Commercial Open Source
Cloudflare announced it has completely rewritten the popular React framework Next.js in just one week. The effort was carried out by a single developer who relied on AI assistance, spending only $1,100 in token credits. The rapid rewrite showcases how...
The Pulse #162: Even Fewer Middle Managers and More Flexible Teams?
In this episode, host Chris Albon discusses the evolving landscape of engineering management, focusing on the decline of traditional middle‑manager roles and the rise of flexible, autonomous team structures. He highlights how organizations are flattening hierarchies, leveraging "team of teams"...