stateless

The article introduces Polign DB, a typed, stateless database designed for agent memory, optimized for edge deployment and cost efficiency. It demonstrates a demo showing how it can manage structured memory for AI agents with minimal resource usage.

MCP (Model Context Protocol) has been updated to be stateless, a change that makes it more efficient and logical.

MCP has received a major update. The core protocol is now fully stateless, removing sessions and long-lived connections, making it better suited for serverless, edge deployment, and horizontal scaling. It's being called the biggest update since its release.

MCP has released a new specification version 2026-07-28 that shifts from a bidirectional stateful protocol to a stateless request/response core, improving scalability and reliability. The update includes self-describing requests, server discovery, caching hints, and authorization hardening, with updated SDKs in TypeScript, Python, Go, and C#.

This article explores the tradeoffs between stateful and stateless agent design for scalable AI systems, providing implementation examples using Groq API and Llama 3.1 8B Instant model.

The Model Context Protocol (MCP) is getting an update to adopt a stateless approach, eliminating session ID management issues and making it easier to run at scale across multiple servers, which could boost enterprise AI agent adoption.

Basic OpenAI wrappers for e-commerce are failing due to statelessness and lack of guardrails, leading to errors like hallucinated discounts. The article argues for deterministic state-machine architectures using enterprise frameworks like Dialogflow CX or Vertex AI Agent Builder.

A technical exploration of stateless actors in Swift, discussing their uses, trade-offs, and comparisons with structs using concurrent functions, including examples like network clients and background actors.

LEMoE is an open-source, stateless Mixture of Experts (MoE) router that acts as an API proxy to route prompts to specialized LLMs, featuring cascading contextual routing and silent self-correction.

The MCP 2026-07-28 release candidate introduces a stateless core, extensions for server-rendered UIs and long-running tasks, improved auth, and a formal deprecation policy, simplifying deployment and scaling.

Discusses the definition of AI Agent and 'Agent colleague,' pointing out that LLMs are inherently stateless and questioning the concrete form of the Agent entity.