Here’s what that Claude Code source leak reveals about Anthropic’s plans

A persistent agent, stealth "Undercover" mode, and... a virtual assistant named Buddy?!

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[wildsman]

your own code will make you obsolete. Good job !

Honestly, it is the holy grail that all AI companies are chasing right now.

 

[wildsman]

And then for longer tasks, it's got to process and re-map all the weights again (although for every round the weighting would be different as the vector is being built up)...

The model doesn't 're-map all the weights again'. During inference, the weights are already loaded, the only growing per-convo cost is context and cache - there is no fresh reconstitution of model's weights/params every turn.

 

[wildsman]

Why so much scaffolding code is required? 512,000 lines! Something is wrong. Is the AI model by itself then simply too raw to be of any use?

Claude Code is a product - not just a naked model endpoint.

The product has a terminal UX, file handling, git integration, permisssions, tool plumbing, telemetry, safety checks, state management, packaging, tests, etc.

And to be clear, this is exactly how these models should be used: today's models need scaffolding because the hard part is not only ‘generate code’ but to ‘operate reliably inside a messy human workflow’.

What would be fair to say instead is: ‘These models are still raw enough that turning them into dependable tools requires a great deal of scaffolding’.

That is perfectly defensible.

However, saying: ‘therefore the model by itself is useless’ does not follow - this really depends on your usecase and budget.