https://mastra.ai/ai-agents
Stateful AI Agents With Any LLM | Mastra
Build stateful AI agents with any LLM using Mastra. Every agent comes with memory, tool calling, MCP, logging, tracing and eval primitives built in.
stateful aiany llmagentsmastra
https://xthe.com/news/amazon-bedrock-adds-stateful-ai-runtime/
Amazon Bedrock Adds Stateful AI Runtime
Apr 22, 2026 - Amazon and OpenAI launch a stateful runtime on Bedrock, enabling AI agents to retain context, memory, and tools across workflows.
amazon bedrockstateful aiaddsruntime
https://sonz.ai/
Sonzai — Memory & Personality API for Stateful AI Agents
Sonzai is the relational agent harness for stateful agents. Persistent memory, Big Five personality, mood, and relationships through a REST API and MCP server,...
personality apistateful aisonzaimemoryagents
https://goranstimac.com/blog/why-langgraph-is-the-right-layer-for-stateful-ai-workflows/
Why LangGraph Is the Right Layer for Stateful AI Workflows
Apr 19, 2026 - LangGraph is built for long-running, stateful agent workflows where durable execution, human review, and controlled resumption matter.
is thestateful ailanggraphrightlayer