Compare Letta vs. OpenAdapt in 2026

OpenAdapt

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Description

With Letta, you can create, deploy, and manage your agents on a large scale, allowing the development of production applications supported by agent microservices that utilize REST APIs. By integrating memory capabilities into your LLM services, Letta enhances their advanced reasoning skills and provides transparent long-term memory through the innovative technology powered by MemGPT. We hold the belief that the foundation of programming agents lies in the programming of memory itself. Developed by the team behind MemGPT, this platform offers self-managed memory specifically designed for LLMs. Letta's Agent Development Environment (ADE) allows you to reveal the full sequence of tool calls, reasoning processes, and decisions that contribute to the outputs generated by your agents. Unlike many systems that are limited to just prototyping, Letta is engineered by systems experts for large-scale production, ensuring that the agents you design can grow in effectiveness over time. You can easily interrogate the system, debug your agents, and refine their outputs without falling prey to the opaque, black box solutions offered by major closed AI corporations, empowering you to have complete control over your development process. Experience a new era of agent management where transparency and scalability go hand in hand.

Description

OpenAdapt is a free desktop automation software that learns to streamline your desktop and online tasks by observing your actions. It captures your screen, keyboard, mouse movements, and, if desired, audio from your microphone, all stored locally on your device. The tool then processes this recorded information using various algorithms to create instructions and prompts suitable for AI language models. Before any data is uploaded, it is thoroughly cleansed of Personally Identifiable Information (PII) and Protected Health Information (PHI), and you will have the opportunity to review the sanitized data to ensure it is free of sensitive details. We prioritize your privacy by not storing or collecting any personal data, files, or recordings of your processes. OpenAdapt also integrates robust security protocols in its architecture to effectively protect API keys and payment details, providing users with peace of mind while using the software. This commitment to security and privacy ensures that you can automate your workflows without compromising your personal information.