# Letta - Machines That Learn

> Create stateful AI agents that continuously learn and improve.

- Website: https://www.letta.com/
- Category: [AI Agents](/category/ai-agents/index.md)
- Added: 2026-10-01
- Updated: 2026-10-01
- Curated by: Harsh Chhajer
- Page: /resources/letta-machines-that-learn/

## Build Experiential Agents

Letta allows you to create experiential AI agents that remember everything and learn continuously. These agents are designed to improve themselves over time, evolving with new experiences.

## Advanced Memory Models

The platform focuses on powering agent learning through sophisticated memory models. You can explore research into memory-native reinforcement learning and context management for AI agents.

## Research-Driven Software

Letta's research in areas like context repositories and continual learning ships as software. This enables you to build self-improving AI agents whose memory, identity, and capabilities evolve.