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update README (#215)

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Sarah Wooders
2025-12-15 11:46:41 -08:00
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@@ -20,10 +20,22 @@ npm install -g @letta-ai/letta-code
``` ```
Navigate to your project directory and run `letta` (see various command-line options [on the docs](https://docs.letta.com/letta-code/commands)): Navigate to your project directory and run `letta` (see various command-line options [on the docs](https://docs.letta.com/letta-code/commands)):
## Memory and Skill Learning ## Philosophy
Letta Code is built around long-lived agents that persist across sessions and improve with use. Rather than working in independent sessions, each session is tied to a persisted agent that learns.
All agents in Letta are **stateful**: they maintain context forever and can self-edit their own [memory blocks](https://www.letta.com/blog/memory-blocks). **Claude Code / Codex / Gemini CLI** (Session-Based)
- Sessions are independent
- No learning between sessions
- Context = messages in the current session + `AGENTS.md`
- Relationship: Every conversation is like meeting a new contractor
**Letta Code** (Agent-Based)
- Same agent across sessions
- Persistent memory and learning over time
- `/clear` resets the session (clears current in-context messages), but memory persists
- Relationship: Like having a coworker or mentee that learns and remembers
## Agent Memory & Learning
If you’re using Letta Code for the first time, you will likely want to run the `/init` command to initialize the agent’s memory system: If you’re using Letta Code for the first time, you will likely want to run the `/init` command to initialize the agent’s memory system:
```bash ```bash
> /init > /init