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Andy Halliday

๐Ÿ‘ค Speaker
8321 total appearances

Appearances Over Time

Podcast Appearances

The Daily AI Show
Claude Code Memory Hacks and AI Burnout

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The Daily AI Show
Claude Code Memory Hacks and AI Burnout

The dot Mac slash Claude dash mem.

The Daily AI Show
Claude Code Memory Hacks and AI Burnout

That's where you can find it.

The Daily AI Show
Claude Code Memory Hacks and AI Burnout

And maybe you can post that link.

The Daily AI Show
Claude Code Memory Hacks and AI Burnout

But this is... It's related in my mind to the whole idea of recursive LLMs, which are...

The Daily AI Show
Claude Code Memory Hacks and AI Burnout

OLMs that use a Python REPL as an outboard memory and then manage a large context window more effectively because there's this thing called context rot.

The Daily AI Show
Claude Code Memory Hacks and AI Burnout

But a recursive model takes these things that it's captured on files and puts them into the thing in a systematic fashion.

The Daily AI Show
Claude Code Memory Hacks and AI Burnout

And similarly, CloudMem is going to capture the context that is often visible to you when you're doing cloud code, and it does a compaction.

The Daily AI Show
Claude Code Memory Hacks and AI Burnout

When it reaches the limit of its context window, it says, okay, I'm going to have to stop here and create a little summary and pass that on to the next client.

The Daily AI Show
Claude Code Memory Hacks and AI Burnout

iteration of this session.

The Daily AI Show
Claude Code Memory Hacks and AI Burnout

And then is going to do even more than that.

The Daily AI Show
Claude Code Memory Hacks and AI Burnout

It's not going to just do a simple compaction and kind of toss the ball forward.

The Daily AI Show
Claude Code Memory Hacks and AI Burnout

It's going to have a major repository built for your cloud sessions that creates a longer term memory about what you're doing with cloud code.

The Daily AI Show
Claude Code Memory Hacks and AI Burnout

Well, there's definitely a compression that happens, and they use the Claude AI agent-STK to do that compression.

The Daily AI Show
Claude Code Memory Hacks and AI Burnout

So there's AI compression happening on the context that's being retained, and Claude is reviewing all of that at the beginning of each new session that you're doing.

The Daily AI Show
Claude Code Memory Hacks and AI Burnout

So it's...

The Daily AI Show
Claude Code Memory Hacks and AI Burnout

And I think that I haven't implemented it yet, but I think you can actually go in and edit that to some degree so that if it starts to be something where you're doing Claude Sessions every day, a new one for 20 weeks, maybe this thing gets a little large and it could become...

The Daily AI Show
Claude Code Memory Hacks and AI Burnout

costly in terms of the context tokens that are being injected at the beginning of the session.

The Daily AI Show
Claude Code Memory Hacks and AI Burnout

But it is actively compressing that.

The Daily AI Show
Claude Code Memory Hacks and AI Burnout

So I think that that's one of the advantages of this.