Post

Cameron
@cameron.stream

Context repositories are our biggest innovation since sleeptime compute. Letta Code memory is now git-backed. Any number of agents can swarm over things to learn, remember, and store them in a cohesive format. Massively parallel memory management with standard conflict resolution.

6 reposts80 likes

Cameron
@cameron.stream

Our original sleeptime compute was a dual-agent system. A primary agent works, a background agent reflects on the conversation and updates memory. Powerful, but single-threaded. One agent learning at a time.

Cameron
@cameron.stream

Context repositories change that. Each subagent gets an isolated worktree, processes a slice of experience, and merges back. Memory formation can now fan out across as many agents as you want.

Cameron
@cameron.stream

For example, Letta Code's /init can now dispatch subagents to comb through Claude Code and Codex histories to rapidly learn your entire project from the start. No more lock in. We hate lock in.

Cameron
@cameron.stream

Our general approach to memory is "keep it simple, stupid." What's simpler than a file? Every agent already knows how to work with files and terminals. They also know git. Easy conflict resolution. We just made formalized it an built it directly into our open source agent harness.

Cameron
@cameron.stream

Please do! The speed run is /memfs enable /init Init will ask your agent to go through the vault again and build the architecture out. Configure how often a subagent is dispatched to update memory with \sleeptime

Cameron
@cameron.stream

I don't know how big it will be. It's a solid technical innovation and we will continue to build on it As to querying, yes, they're just markdown files so your agent can use whatever tools it needs to access them.