Memory Systems for Agents: The Architecture Options That Actually Matter
Most "agent memory" is just a vector database bolted onto a prompt, and it shows. A real memory system is a stack of distinct components, w
The runtimes, protocols, and plumbing beneath agents. · 55 articles
Most "agent memory" is just a vector database bolted onto a prompt, and it shows. A real memory system is a stack of distinct components, w
**TL;DR:** The self-hosted-versus-managed question for AI agents isn't really about servers, it's about who owns the failure modes. Managed
Most agent failures in production aren't reasoning failures. They're tool failures: a malformed argument, a timed-out API, a schema the mode
An agent gateway is the control plane that sits between your AI agents and everything they call: models, tools, and other agents. It does th
Every token an agent reads or writes is a line item on someone's invoice. In a Gaas (Agentic AI-as-a-Service) business, the gap between a he
Traditional observability tells you whether a service is up. Agent observability has to tell you something much harder: whether an autonomou
Buying an agent orchestration layer is not like buying a database or a CRM, because the category is three years old and half the vendors are