Sandboxing

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A practical guide to setting up sandboxed for multi-tenant, isolated cloud dev environments with integrated AI coding agents and live preview URLs.

How to Build an AI App-Builder with Sandboxed

Learn how to set up and use sandboxed, an open-source engine that powers AI app-builders by providing isolated cloud dev environments, built-in coding agents, and live preview links for multiple users on a single server. Understand its architecture and practical usage.

Exploring Anthropic's Claude Managed Agents update: self-hosted sandboxes, MCP tunnels, and the partner ecosystem enabling secure, production-ready AI.

Inside Enterprise Security for Agentic Workflows

Anthropic's latest Claude Managed Agents update introduces self-hosted sandboxes and MCP tunnels, fundamentally changing how enterprises deploy autonomous AI. This deep dive covers the new security architecture, allowing agents to execute tools and access services within an organization's perimeter, crucial for regulated industries.

Models are no longer bounded by single-call context windows; SkyRL's infrastructure enables execution-driven meta-reasoning via stateful child agents.

The Recursion Ceiling is a Myth: NovaSky Unleashes Recursive Language Models

Discover how NovaSky's SkyRL framework shatters the limitations of large language models. By spawning recursive child agents within persistent Python sandboxes, models can now reason in multi-turn, multi-agent trees, redefining what "thinking" means for AI.