The ways we contain Claude across products
Article URL: https://www.anthropic.com/engineering/how-we-contain-claude Comments URL: https://news.ycombinator.com/item?id=48392082 Points: 226 # Comments: 105
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Article URL: https://www.anthropic.com/engineering/how-we-contain-claude Comments URL: https://news.ycombinator.com/item?id=48392082 Points: 226 # Comments: 105
Article URL: https://www.dailycal.org/news/campus/academics/failing-grades-soar-as-professors-see-greater-ai-usage-dwindling-math-skills-in-uc-berkeley/article_16fad0bf-02cb-4b8c-8d88-888ffd9f8608.html Comments URL: https://news.ycombinator.com/item?id=48392004 Points: 720 # Comments: 694
An action plan for AI-powered biological resilience
Cloudflare Access now supports IdP federation, which allows organizations to share a single identity provider across multiple Cloudflare accounts. Instead of configuring the same IdP (for example, Okta or Entra ID) separately in every account, you configure it once in a source account and share it with the other accounts in your organization. Each recipient account gets a read-only IdP connection that routes authentication back to the source account through a bridge — a hidden application in the
Pay-as-you-go customers can now view billable usage and create budget alerts directly from the product overview pages for Workers & Pages, D1, R2, Workers KV, Queues, Vectorize, Durable Objects, and Containers. A new sidebar widget shows current-period spend and the billing cycle date range, alongside a button to create a budget alert. The widget pulls from the same data as the Billable Usage dashboard and aligns to your billing cycle (or the current day on Free plans), so the numbers match your
The pipeline field inside the pipelines binding configuration in your Wrangler configuration file has been renamed to stream. The old field is deprecated but still accepted. Update your configuration to use stream to avoid the deprecation warning. Before (deprecated): wrangler.jsonc { "$schema": "./node_modules/wrangler/config-schema.json", "pipelines": [ { "binding": "MY_PIPELINE", "pipeline": "<STREAM_ID>" } ] } wrangler.toml [[pipelines]]
At Sessions 2026, Stripe unveiled dozens of products and capabilities to help businesses turn global demand into revenue. See how to go global faster with localized checkout and Adaptive Pricing, smarter fraud tools, multicurrency treasury support, and automated tax compliance.
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