Personal update: I've joined Anthropic. I think the next few years at the frontier of LLMs will be especially formative. I am very excited to join the team here and get back to R&D. I remain deeply passionate about education and plan to resume my work on it in time.
We’ve added two security improvements to Claude Managed Agents.
Self-hosted sandboxes keep the agent’s execution environment in your infrastructure or with a managed sandbox provider.
MCP tunnels let the agent connect to services inside your security perimeter.
Building production-grade AI agents and applications you can rely on takes frontier intelligence and trusted infrastructure.
AWS and @OpenAI are bringing them together, so you can build with the most capable AI models and agents available.
We’re launching the beta for our new commercial AI product: Sakana Fugu 🐡, a multi-agent orchestration system!
Blog: https://t.co/36Ud311KCP
Fugu hits SOTA on SWE-Pro, GPQA-D, and ALE-Bench, and has been our internal secret weapon. It dynamically coordinates frontier models, autonomously selecting the optimal agent combinations and roles for each task.
Available as an OpenAI-compatible API, you can seamlessly integrate Fugu into your existing workflows with minimal changes.
🐟 Fugu Mini: High-speed orchestration optimized for latency
🐡 Fugu Ultra: Full model pool utilization for deep, complex reasoning
Apply for the beta test here: https://t.co/1fjuAha7ci
Claude Cowork is now available via Amazon Bedrock in public research preview.
Organizations can run @claudeai Cowork through their own AWS environment, keeping prompts, files, and model responses within their AWS account.
https://t.co/D47tGmZHnL
Next.js 16.2 introduces a stable Adapter API, built with Netlify, Cloudflare, OpenNext, AWS, and Google Cloud. But the API is only part of the story.
Next.js is used by millions of developers across every major cloud, and making it work well everywhere is on us. Here are our commitments.
https://t.co/ylGpJG3WpZ