Technology

Letta

Letta is the open-source platform that transforms stateless LLMs into perpetual, self-improving AI agents with persistent, hierarchical memory.

Letta (formerly MemGPT) delivers the AI Operating System for stateful agents: a critical upgrade for LLMs. The platform, originating from UC Berkeley's Sky Computing Lab, utilizes a hierarchical memory model (core in-context blocks and external archival storage) to ensure agents maintain context across multi-session workflows. Developers build, deploy, and manage these stateful agents using robust Python and TypeScript SDKs, or the Agent Development Environment (ADE). This model-agnostic framework supports local providers (Ollama) and cloud services, enabling long-running, self-improving agents for complex use cases like customer support and research assistance.

https://letta.com

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Pairing: Claude

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My Coworkers Are Agents: Running a GTM Consultancy Where Slack-Native AI Workers Build, Monitor, and Self-Heal Client Automations

Seattle · July 29, 2026

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