Letta Code: The AI Coding Agent That Actually Remembers You

Here's the problem with every AI coding assistant you've tried: they're glorified chatbots with amnesia. Each session starts from zero. Claude forgets your coding style. Cursor doesn't remember your project architecture. GitHub Copilot treats every interaction like meeting you for the first time.

Letta Code fixes this fundamental flaw with a simple but revolutionary approach: persistent memory.

The Session Problem

Traditional AI coding tools work like this: you start a session, provide context, get some code, session ends, repeat. It's like hiring a new contractor every day who has to relearn your entire codebase.

This works fine for one-off tasks — "write me a React component" — but breaks down for anything real. Long-term projects need tools that understand your patterns, remember your preferences, and build on previous conversations.

Memory-First Architecture

Letta Code approaches this differently. Built on the MemGPT research from UC Berkeley, it maintains a persistent agent that lives alongside your project. This isn't just chat history — it's structured memory that learns and evolves.

The agent remembers:

• Your coding patterns and style preferences
• Project architecture and design decisions
• Previous conversations and their context
• Skills it's learned while working on your code

Multiple AI models are supported (Claude, GPT-4, open-source options), so you're not locked into one provider's limitations.

Why This Changes Everything

When your coding agent has memory, it becomes exponentially more useful:

Week 1: You teach it your testing patterns Week 4: It automatically writes tests in your style Month 3: It suggests architectural improvements based on patterns it's seen across your codebase

This is what AI coding should have been from the start — tools that actually get better at helping you, not just better at generic code generation.

CLI-First, Open Source

Letta Code is refreshingly straightforward: a CLI tool you can install and run locally. No fancy IDE extensions, no subscription tiers, no vendor lock-in. It's open source (2K+ GitHub stars and climbing) and works with your existing workflow.

The team behind it built the original MemGPT research, so this isn't just another wrapper around OpenAI's API — it's infrastructure purpose-built for persistent AI agents.

Try It Now

Install via npm or pip, connect your preferred AI model, and start building with an agent that actually learns. Your future self will thank you for not having to re-explain your codebase every single day.

Get started with Letta Code