MCP tool discovery for autonomous LLM agents
A concise summary of the MCP-Zero paper, explaining how active tool discovery enables scalable, autonomous LLM agents while reducing context overhead.
Agents
Why connecting OTel traces with LLM logs is critical for agent workflows
Disconnected logs create blind spots in agent workflows. See how combining OTel traces with LLM logs delivers end-to-end visibility for debugging, governance, and cost tracking.
Why forward compatibility is critical for Agentic AI companies
Learn why forward compatibility is crucial for agentic AI companies seeking enterprise adoption. Discover how Portkey's AI Gateway helps organizations safely integrate new AI capabilities, test models in real-time, and manage resources—all without disrupting existing systems or breaking budgets
Generative Agents: Interactive Simulacra of Human Behavior - Summary
The paper introduces generative agents, which are computational software that simulate believable human behavior. The agents can be used in interactive applications such as immersive environments, rehearsal spaces for interpersonal communication, and prototyping tools. The paper describes an archit