Agent Harness: The Secret Infrastructure Behind Production-Grade AI Agents
3 months ago 高效码农Agent Harness: The Core Infrastructure for Building Production-Grade AI Agents Have you ever faced this frustrating situation? You spend a lot of time building an AI chatbot that responds accurately and uses tools to complete simple tasks in demos. But when you try to turn it into a production-grade application, everything falls apart—the model forgets what it did a few steps ago, tool calls fail silently, and the context window gets filled with useless information, causing the entire agent’s performance to plummet. If you blame the large language model (LLM) itself, you’re probably looking in the wrong direction. The real …
What Claude Managed Agents Means for Enterprise AI Automation: An Insider’s Guide
4 months ago 高效码农Claude Managed Agents Explained: What Anthropic’s Cloud-Based AI Agent Service Means for Enterprise Automation Anthropic recently released a new product called Claude Managed Agents. In simple terms: you tell Anthropic what kind of AI agent you want, and they run it in the cloud for you. They handle all the infrastructure, and you pay only for what you use. This announcement has caused quite a bit of discussion among developers. Some say it could challenge many startups that are building AI agent infrastructure. Meanwhile, Anthropic’s annual recurring revenue just passed $30 billion – three times what it was last December. …