AI Control Surfaces Are the New Platform War

Claude Managed Agents is a hosted agent platform from Anthropic that lets teams run long-horizon AI workflows in secure cloud sandboxes without building the orchestration layer from scratch. It supports persistent sessions, scoped permissions, checkpointing, tool use, and coordination patterns that help developers ship autonomous task systems with more reliability. The product is especially useful for engineering teams, startups, and enterprises building internal copilots, research agents, or customer-facing automations that need durable execution instead of simple chat responses. What makes Claude Managed Agents stand out is the combination of Anthropic model access with managed runtime infrastructure, which reduces operational overhead while giving builders a clearer path from prototype to production-grade agent deployment.

We created autonomous AI Agents that monitor the stock market for you while you go about your day.<p>How it works: Tell our AI Assistant what you want to monitor, and it creates a project for our team of autonomous AI Agents. You&#x27;ll get notifications (email + app) when significant events matching your criteria are detected. For short-term projects, you&#x27;ll be notified when your analysis is ready.<p>Behind the scenes: When you give the AI Assistant a request to monitor an entity (like a stock or group of stocks), an AI Project Manager plans the project and breaks the project down into manageable tasks. These tasks run asynchronously - some recurring (hourly&#x2F;daily&#x2F;weekly&#x2F;monthly&#x2F;quarterly&#x2F;yearly), others one-time.<p>Example prompts you can try: Long-term monitoring: - &quot;Monitor Apple stock and notify me of any important events and red flags&quot; - &quot;Monitor Apple, Google, Microsoft, and Meta stock. Notify me if any of them start trending toward being undervalued&quot;<p>Short-term analysis: - &quot;Create a project to analyze the last 30 earnings calls for Tesla, spot trends, and how the business has evolved over time&quot;<p>You can track the progress of all tasks as the AI Agents work in the background.<p>Try it here: <a href="https:&#x2F;&#x2F;decodeinvesting.com&#x2F;chat" rel="nofollow">https:&#x2F;&#x2F;decodeinvesting.com&#x2F;chat</a><p>This is still an early version - we&#x27;re actively improving it based on feedback. Would love to hear what you think and what features you&#x27;d want to see next!<p>Previously shared our AI-powered Stock Market Research Analyst: <a href="https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=41156478">https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=41156478</a>

The Cursor AI SDK lets developers integrate Cursor's AI coding capabilities into third-party tools and custom workflows. Used by products like Slashspace for agentic canvas integration, it provides programmatic access to Cursor's code generation, editing, and reasoning features. Ideal for tool builders and platform engineers who want to embed state-of-the-art AI coding assistance into their own applications.